{"run":{"acceptedReview":{"findings":[{"claimIds":["C2","C4"],"code":"BOUNDED_SIZE_EFFECT_OK","evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef"],"explanation":"The draft's quantitative summaries match the original abstracts: E138 states the 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% vs control, firmness above threshold 12 days vs 6 days, and marketability at day 10; C2 reports these figures and explicitly limits them ('relative to control, does not imply sub-1% absolute', 'sensory panel day 10 falls short of 14-day target'). E073 reports 38 vs 210 min cooling, 14 h earlier O₂ equilibration, lower Botrytis at day 8; C4 carries the same numbers and notes day-8 outcomes do not demonstrate day-14 performance. No overstated universal or deployment claim is present.","id":"F1","recheckQuestion":"Do the quoted numerical results in C2 and C4 remain identical to the values in E138 and E073?","scope":"run","severity":"advisory"},{"claimIds":["C3"],"code":"FILM_TRANSFER_BOUNDED","evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009"],"explanation":"C3 attributes the 12-film OTR/CO₂TR screening, finite-element permeation modelling and 55% mould reduction to E087, and E140 confirms R0976 is author 3 on that record. The draft's limitation notes that the tray was mixed-berry and that the film spec (OTR 3,800, CO₂TR 18,000) cannot be transferred to the company's 125 g rPET punnet without local verification. The inference is therefore properly bounded; it does not claim the company's punnet will achieve the same result.","id":"F2","recheckQuestion":"Does C3 avoid asserting transferability of the mixed-berry film specification to the 125 g rPET punnet beyond local verification?","scope":"claim","severity":"advisory"},{"claimIds":["C5"],"code":"MODEL_SCOPE_MISMATCH_BOUNDED","evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba"],"explanation":"C5's digital-twin figures (88% flagged, 9% false positives, four exporters, 240 consignments) match E040, and the Monte Carlo 91% coverage and 180 consignments match E064. E064 is on strawberry total aerobic count, and the draft says so in its limitation and notes that Botrytis-specific raspberry calibration is separate. This is honestly labelled and does not overstate the evidence as validated raspberry Botrytis prediction.","id":"F3","recheckQuestion":"Is the strawberry/aerobic-count basis of the Monte Carlo model disclosed and kept separate from Botrytis-specific prediction in the draft?","scope":"claim","severity":"advisory"},{"claimIds":["C6","C4"],"code":"CHAPTER_AND_PRECOOLING_SUPPORTED","evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef"],"explanation":"E055 is a book chapter covering gas mass balance, film permeability selection, tray geometry effects on headspace equilibration and a worked forced-air pre-cooling + MAP example for a mid-sized raspberry exporter; C6 reproduces this and correctly frames it as a methodological reference, not validation. The technicalRationale line linked to C4 ('links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis') stays within what E073 supports (hydrocooling free moisture promoting calyx decay) without claiming micro-condensation control is proven.","id":"F4","recheckQuestion":"Does the technicalRationale for C4 avoid claiming demonstrated micro-condensation control in the 125 g rPET punnet?","scope":"claim","severity":"advisory"},{"claimIds":["C8","C9","C10","C11"],"code":"SCOPE_AND_PARTICIPATION_APPROPRIATELY_BOUNDED","evidenceIds":["ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a"],"explanation":"The proposal sections correctly refuse to guarantee the customer's <1% day-14 target (C8, constraints, unknowns), describe a bounded film-specification/trial-design contribution grounded in the candidate's registered MAP/film/cold-chain work (C9, C10), and state the participation form as joint project and/or industrial PhD supervision consistent with E101/E015. C11's claim of prior work with three fruit exporters matches E015 verbatim, and the section correctly notes the exact engagement form is not specified. This meets the cooperation-support requirement with registered evidence of a concrete contribution to the core modelling gap, without implying unlimited availability, guaranteed success or completed deployment.","id":"F5","recheckQuestion":"Does the proposal continue to state the <1% day-14 outcome as the company's goal rather than a demonstrated result, and to confine the contribution to registered MAP/film/cold-chain competence?","scope":"run","severity":"advisory"}],"hash":"d754c4b0ffc7a81352a1d8dfbdba643389f58ba39fa2d6dfa3398175f846729e","id":"review_2c0877cb-fa7e-4ed9-84a6-4d4ff11e4a9b","runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","target":{"counterReportHash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","draftVersion":1,"evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1},"verdict":"approve","version":1},"admittedAt":"2026-10-31T15:39:15.515Z","cleanupState":"confirmed","createdAt":"2026-10-31T15:39:15.507Z","deadlineAt":"2026-10-31T15:42:15.515Z","input":{"challengeId":"C036-CH1","companyId":"C036","configVersion":"local-http-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","mode":"research","promptVersion":"einstein-business-pilot-v2","runId":"4f61dda1-5656-43ec-b84a-26aa80abd541"},"inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","lastSeq":150,"publishedDraftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","reviewExpectation":{"actor":{"agentId":"d8e13181-b960-4392-9153-ccbd10b03531","attempt":1,"contextId":"cbbe6c7d-6039-4c8b-8f2c-18df44373fed","role":"critic","taskId":"00dd42a6-f451-4767-b29f-232bf21604c7"},"reviewVersion":1,"target":{"counterReportHash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","draftVersion":1,"evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1}},"revisionCount":0,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","runnerMode":"live","status":"approved"},"terminal":{"artifacts":[{"artifact":{"challengeId":"C036-CH1","claims":[{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e"],"id":"C1","kind":"fact","limitations":["Results are at lab/experimental scale under controlled 2 °C storage, not on commercial export consignments.","Abstract-level report only; film OTR/CO₂TR of the tested films is not stated in the retrieved excerpt."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-06465","relation":"author_of","subjectId":"R0976"}],"text":"Peer-reviewed work attributed to this researcher evaluated MAP of Serbian-grown raspberries at 2 °C over 14 days across three gas compositions, monitoring firmness, colour, soluble solids, titratable acidity and visual mould incidence plus Botrytis cinerea counts."},{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e"],"id":"C2","kind":"fact","limitations":["63% reduction is relative to control, so it does not imply sub-1% absolute mould incidence by day 14.","Sensor panel marketability at day 10 falls short of the company's 14-day target."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-06465","relation":"author_of","subjectId":"R0976"}],"text":"The reported raspberry MAP study found that a 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% relative to an ambient-air control and maintained firmness above commercial thresholds for 12 days versus 6 days in air, with sensory marketability at day 10 under optimal MAP."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009"],"id":"C3","kind":"fact","limitations":["The tray was mixed-berry, not raspberry-only 125 g rPET punnet geometry.","Film specification values are reported as study findings and cannot be transferred to the company's punnet without local verification."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","fieldPointer":"/keywords","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10216","relation":"author_of","subjectId":"R0976"}],"text":"Related work attributed to this researcher screened 12 commercial films differing in OTR and CO₂TR for mixed-berry trays at 2 °C and used finite-element gas-permeation modelling to confirm headspace trends and predict equilibrium under alternative fill weights; one film (OTR 3,800, CO₂TR 18,000 cm³/m²/day) kept headspace within acceptable ranges for three species and cut mould incidence 55% versus a polyethylene control."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109"],"id":"C4","kind":"fact","limitations":["Findings concern pre-cooling protocols at 2 °C experimental scale; applicability to the company's packing-house line is unverified.","Day-8 outcomes do not demonstrate day-14 performance."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10214","relation":"author_of","subjectId":"R0976"}],"text":"The researcher's raspberry MAP study also examined pre-cooling before sealing: forced-air cooling reached target core temperature in 38 minutes versus 210 minutes for room cooling, gave 14 hours earlier headspace O₂ equilibration, and was linked to significantly lower Botrytis incidence and better firmness at day 8; hydrocooling produced excess free moisture and calyx decay."},{"evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba"],"id":"C5","kind":"fact","limitations":["The stochastic framework is demonstrated on strawberries and total aerobic count; Botrytis-specific calibration on raspberries is separate.","Modelling addresses prediction and prioritisation, not film selection by itself."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","fieldPointer":"/abstract","objectId":"SYN-PUB-10215","relation":"source_field","subjectId":"SYN-PUB-10215"},{"evidenceId":"ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-10213","relation":"author_of","subjectId":"R0976"},{"evidenceId":"ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10215","relation":"author_of","subjectId":"R0976"}],"text":"Attributed work translates cold-chain data into shelf-life prediction: a 12-month digital-twin pilot on Serbian berry consignments flagged 88% of consignments later showing elevated spoilage with 9% false positives, and a Monte Carlo stochastic model propagating temperature variability from 180 monitored consignments covered 91% of observed outcomes, identifying mean transport temperature and door-opening frequency as the dominant variance drivers."},{"evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7"],"id":"C6","kind":"fact","limitations":["A textbook chapter is a methodological reference, not validation for FreshPak's specific punnet."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","fieldPointer":"/abstract","objectId":"SYN-PUB-10217","relation":"source_field","subjectId":"SYN-PUB-10217"},{"evidenceId":"ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-10217","relation":"author_of","subjectId":"R0976"}],"text":"A book chapter attributed to this researcher covers gas mass-balance modelling, film permeability selection, tray-geometry effects on headspace equilibration, and linkage of predictive microbiology to temperature-monitoring data, with a worked example of a forced-air pre-cooling and MAP line for a mid-sized raspberry exporter."},{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345"],"id":"C7","kind":"inference","limitations":["No retrieved evidence shows work on heat-sealed anti-fog lidding film on 125 g rPET shells or on micro-condensation control specifically.","Semantic support of evidence for this challenge is unassessed; fit is inferred from abstract-level content."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","fieldPointer":"/abstract","objectId":"SYN-PUB-10215","relation":"source_field","subjectId":"SYN-PUB-10215"},{"evidenceId":"ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345","fieldPointer":"/keywords","objectId":"R0976","relation":"profile_field","subjectId":"R0976"}],"text":"The combination of raspberry-specific MAP gas-mix results, film OTR/CO₂TR screening with permeation modelling, and temperature-driven Botrytis prediction plausibly covers the modelling gap FreshPak describes: converting measured OTR/CO₂TR and headspace data into a film specification for its 125 g rPET punnet at 2–4 °C."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230"],"id":"C8","kind":"inference","limitations":["The company's own two-season logs and two failed film grades are unexamined here; data quality is unknown."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","fieldPointer":"/abstract","objectId":"SYN-PUB-10218","relation":"source_field","subjectId":"SYN-PUB-10218"}],"text":"Because the identified evidence is experimental and modelling-based rather than a validated commercial 14-day packing-house protocol, the realistic contribution is a bounded film-specification and trial-design study, not a guaranteed one-percent mould outcome."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a"],"id":"C9","kind":"proposal","limitations":["Film candidates, data formats and lab-turnaround capacity must be confirmed with FreshPak.","Any timeline or number of candidate films is an assumption to agree, not a source fact."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","fieldPointer":"/abstract","objectId":"SYN-PUB-10217","relation":"source_field","subjectId":"SYN-PUB-10217"}],"text":"Proposed pilot contribution: use FreshPak's OTR/CO₂TR and headspace measurements plus its two seasons of temperature, humidity and inspection data to (1) estimate raspberry respiration-driven target atmosphere at 2–4 °C, (2) rank a small set of candidate lidding films by modelled steady-state headspace and Botrytis risk, and (3) co-design a compact simulated-transit trial matrix."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf"],"id":"C10","kind":"proposal","limitations":["Thresholds, replicates and consignment counts are proposals requiring agreement; the <1% day-14 target is the company's stated goal, not a demonstrated result.","Budget limits preclude a large external programme, so replicate counts may be constrained."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"}],"text":"Suggested milestones and go/no-go logic: baseline the current film and seal setting in simulated transit (mould incidence at day 9 and 14); measure headspace O₂/CO₂ and respiration for 1–3 proposed films; compare observed headspace against model predictions; proceed to a pre-season consignment check only if the best candidate meets an agreed mould-incidence and headspace-target threshold; otherwise revise the film or add pre-cooling/condensation measures."},{"evidenceIds":["ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0"],"id":"C11","kind":"fact","limitations":["No restriction blocks this topic, but the exact form of engagement (sponsored project, PhD co-supervision, consultancy terms) is not specified.","Profile-level industry experience is self-described and not independently detailed in evidence."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","fieldPointer":"/open_to","objectId":"R0976","relation":"profile_field","subjectId":"R0976"},{"evidenceId":"ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","fieldPointer":"/industry_experience","objectId":"R0976","relation":"profile_field","subjectId":"R0976"}],"text":"Participation conditions recorded on the profile are industrial PhD supervision and joint projects, and the profile states prior work with three fruit exporters on packaging trials."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230"],"id":"C12","kind":"inference","limitations":["These questions follow from source content as gaps, not from experimental data on FreshPak's product."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","fieldPointer":"/abstract","objectId":"SYN-PUB-10218","relation":"source_field","subjectId":"SYN-PUB-10218"}],"text":"Unresolved questions include whether the visible mould arises from field inoculum, pre-cooling delay, condensation, or atmosphere imbalance; how seal integrity and anti-fog film behaviour interact with micro-condensation on this rPET shell; and whether simulated transit will reproduce the real German/Netherlands destination outcomes."}],"draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","pair":{"companyId":"C036","researcherId":"R0976"},"poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","sections":{"constraints":[{"claimIds":["C9","C11"],"text":"Required inputs from FreshPak: the two current film grades and their measured OTR/CO₂TR, standard punnet geometry and fill weight, seal pressure range, two seasons of temperature/humidity logs and destination inspection reports, and lab time for headspace and seal testing. Engagement is limited to the researcher's lab and part-time involvement; no large external testing programme can be assumed given the stated budget."},{"claimIds":["C7","C8"],"text":"What remains outside the supported scope: heat-seal and anti-fog film behaviour, micro-condensation control in the 125 g rPET shell, compostable-material migration, and full commercial deployment or a contractual one-percent mould guarantee."}],"cooperationScope":[{"claimIds":["C9","C10"],"text":"Scope: a film-specification and trial-design project using FreshPak's lab (OTR/CO₂TR, headspace gas, seal strength) and historic shipment data, with milestones (a) translation of logs into a temperature/humidity profile, (b) modelled headspace and Botrytis risk ranking for a short candidate film list, (c) simulated-transit trial protocol and its execution, (d) pre-season consignment check."},{"claimIds":["C11"],"text":"Engagement form to agree: joint project and/or industrial PhD co-supervision, consistent with the researcher's stated openness."}],"summary":[{"claimIds":["C1","C3","C7","C8"],"text":"Dr. Jelena Marković (R0976) is a strong partial match for C036-CH1: her attributed work covers raspberry MAP gas composition for Serbian export, film OTR/CO₂TR screening with permeation modelling, pre-cooling effects on Botrytis, and temperature-driven shelf-life prediction on real Serbian consignments. This addresses the modelling gap and the film-specification translation the company lacks, but it does not by itself guarantee <1% mould at day 14; a bounded trial is the appropriate next step."}],"technicalRationale":[{"claimIds":["C1","C2"],"text":"Raspberry-specific evidence: a 5% O₂/15% CO₂ atmosphere cut Botrytis incidence 63% versus air and held firmness for 12 days at 2 °C, giving a defensible starting point for atmosphere targets."},{"claimIds":["C3","C6"],"text":"Film specification capability: 12-film OTR/CO₂TR screening with finite-element gas-permeation modelling shows a method to convert measured permeability and headspace data into a candidate specification, matching the company's stated need to translate OTR/CO₂TR numbers into a film grade."},{"claimIds":["C4"],"text":"Condensation and pre-cooling: evidence on forced-air versus room cooling and hydrocooling links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis."},{"claimIds":["C5"],"text":"Cold-chain data use: existing work ingesting temperature/humidity streams into Botrytis-relevant prediction models indicates usable methodology for FreshPak's two seasons of logs and destination inspection reports."}],"unknowns":[{"claimIds":["C12","C8"],"text":"Open questions: which factor dominates visible mould (field inoculum, pre-cooling delay, condensation, atmosphere imbalance); how anti-fog chemistry and seal integrity interact with condensation; whether simulated transit reproduces German/Netherlands destination outcomes; and whether any candidate film can reach <1% at day 14 within budget."}],"validation":[{"claimIds":["C10","C2","C3","C4"],"text":"Baseline: current lidding film and seal pressure run in the simulated-transit protocol, recording visible Botrytis incidence at days 9 and 14 and headspace O₂/CO₂. Candidate films are measured the same way, with model-predicted versus observed equilibrium gas composition compared per film and fill weight. Go/no-go: advance to the pre-season consignment check only if the best candidate reaches the agreed mould-incidence threshold and its observed headspace trend is consistent with the model; otherwise revise film, seal setting or pre-cooling before the season deadline."}]},"version":1},"kind":"proposal_draft"},{"artifact":{"checkedCandidates":["R0976","R0715","R0926","R0426","R0172","R0786","R1044","R0084"],"checkedFacets":["challenge requirement reading (raspberry Botrytis at day 9 vs 14-day target, sub-1% mould in simulated-transit tests, condensation/OTR matching at 2–4 °C, modelling capability, limited trial budget)","resolution of every declared restriction field (notes/open_to/industry_experience) for all eight fixed-pool candidates","identity bindings and content links for each candidate (author_of, project_participant, patent_inventor, profile_field); unattributedEvidenceIds empty for all eight","domain alignment of each candidate's publication/project/patent corpus with fresh-produce MAP, film permeability and Botrytis spoilage","availability and timing constraints (leave, semester load, start dates) versus the customer's roughly eight-month deadline","equipment and access constraints versus the customer's stated analytics (OTR/CO₂TR, headspace gas) and limited budget","commercial arrangement/restriction mismatches (mandatory in-house testing, software licences, throughput limits, equipment preferences)","rank-vs-relevance mismatch in pool diagnostics (lexical anchors, NARROW_CHANNEL_COVERAGE, SEMANTIC_SUPPORT_UNASSESSED, truncated pool of 40 of which 8 selected)","R0926/R0426 non-produce corpora evaluation","R1044 domain-alignment audit","R0084 domain-alignment audit"],"findings":[{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-1d1cb62fcaf9180140964a9614d45faf39dab9ecd125e2871b4590068b77f69e","ev-69d781bf772c35a00ed8644dc01409b67af9c6deff1f319f574ddf0fdd65c3ea","ev-0f326969ca08f5b186dd9892cccafd1804daa61b7e13a159c2cccf08236069ce","ev-c10b3a161d4787d0ae1ae4b280bb3f46e8f3f955e53582f73c7c28e77413eaf9","ev-1736659011644c5889f660fa37a4e9ef426a248de45b5ff77ee53776132ddd3c","ev-8b50f299520730b72484c13f7e0b9da24ace263431119d1b2c38b858bcaa573d","ev-56703aa357f89adec5793a773f46087d56ab92aba30e1e24e11d6db569ff1be1","ev-acff2ddb0afd90163aee757f2f183f8ffd6ba195baac4f8bcfcc5507d9e3f547","ev-6b88dca3e163322d222fa14140d38470e46e4d3b0c4ad4243190be6aac5ad4c5","ev-b349b7601379f18954b8fb663a685b90fff3ea5f52e1bff3bc51f8955d977788","ev-aacdb99a8471da4a306efd4b5f466038fa38a798ec71edc340d45826d38abec6","ev-2207c5d6f41b69b64051216c679011de3c50ca3ed1f3e190e3d226835fe63bf2","ev-3533aa5d6c7d68f7917e85f7a0a1659c727f342ed320b8c6cd7b498a59e83fc4"],"explanation":"R0926 (Sofija Ristić, ranked 3) is a mechanical-engineering sealing-systems researcher whose registered corpus concerns elastomeric gaskets, O-rings and IP-rated electromechanical/enclosure housings: condensation inside sealed electrical enclosures (E014, E072), moisture ingress through compressed gaskets in IP54 steel cabinets (E012), FIP vs EPDM gaskets on electrical cabinets (E094). Her project MOISTMOD targets low-voltage electrical enclosure condensation modelling with a Python prediction tool (E007, E142). There is no registered Evidence of perishable-food, berry, MAP or food-packaging work, and her industry experience is enclosure/cabinet manufacturers (E127). Keyword overlap ('condensation', 'sealed', 'modelling') therefore does not establish technical suitability for Botrytis control in raspberry punnets; her 'modelling' expertise is heat-moisture transfer in non-food cavities, not respiration/permeability-based MAP design.","id":"CE-001","recheckQuestion":"Does R0926 have any registered Evidence of fresh-produce or food-packaging MAP work, as opposed to electromechanical enclosure condensation?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-93e078cdd8b1516991c68e7f6576362c0743040e6472022dfb9af55e2125ad11","ev-efc2af8341dbc3cfe6e47b48090f7de0e062757331e69e7fe0a66381c60b0483","ev-05b3572c13bac99a9b7a119864a84e588a185903d89656ce31f08f7cd712d9bc","ev-9a6aa7f8082a33136b1adbcc999fbf2830a4f209d44071b3f512fd7de0c7f5c2","ev-1ddbd5bcd51f22154f77f3dc03f76899e08ec087b52a92b55390b5156e4d8ea1","ev-9b29d9241388fed841c8dba189ac14d8de9da87c93b711c567e24865305a64a1","ev-f4c9c12deb91ce72a17bcea3c1989567bcb2fa0c92894219626d3e3d05b2e395","ev-c8475d9338e98a1c1a219209e9aa15a2dc4c5ed5af13b599654f81808b30a128","ev-f34b6eb40fdd538d4f00e891eead3f1f3574c632276611e2935d7bade750c28c","ev-e597f99f5e1bf5749393a8eb77af8f0e96b7a0e86e7f0ef7696670ea2ab43722"],"explanation":"R0426 (Aleksandar Bošković, ranked 4) contributes injection-moulding thermomechanical simulation: warpage/residual stress in PA6 and PP parts, mould heat-transfer-coefficient calibration and cooling-circuit CFD (E100, E172, E002, E108, E016, E111). His sole condensation-related item is a co-authored enclosure simulation (E014), not food packaging. The only keyword link to the challenge is the word 'mould' (mould tooling, not Botrytis mould). His project is semi-crystalline injection-moulding warpage (E177, E148) and his industry work is automotive plastics (E163); restrictions require partners to supply moulded parts and licences for proprietary simulation software (E176, E148). Nothing registered supports thermoformed rPET punnet/lidding-film or fruit-spoilage work, so lexical agreement on 'mould' is a false lead.","id":"CE-002","recheckQuestion":"Is there any registered Evidence that R0426 has worked on food packaging, thermoformed trays or microbial spoilage rather than injection-moulding warpage?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"RANK_PROMINENCE_NO_PRODUCE_SUPPORT","evidenceIds":["ev-a1e0d84eea90d32c0fe23995763effb550a5d625b9e05658abfc6d2b3dfc8c0c","ev-b6121bcedbe395fd3caccae4ac05a2f664396af5b97e4c9c9e7c374cc9fd008c","ev-971e9c4504f4a0ce11b0b18537540fc257d9c11afd1b43e4cc9d8e35b12529df","ev-c628a2c79e9fd2ef14da9af311a67757db20870964f3f662eff4eea00a4439bb","ev-3f0f3b404c8b4f15881111c810cb9da489479f5304cfa0a95bfce49d50da65c8","ev-ce988d228dbd64fad02a0c9a7861a6c99ca81a6edc2de05ca0901ca9a36ed771","ev-33c195708ff2fff797fab49701f06c57efdc90f726a2d059be7220ed7c30c83d","ev-2269bbe3f5aa940da5f964104364eb277e5ce5bcc3cf573ad76642097d323b33","ev-b6d880f12a644beb905ad69e18b897688c1788b0be1102671853df56fe8ee74d","ev-3b375aedd011472594e661aea69c6cf6f96d01e64a20a56c103a476113f017f9","ev-c2b63609bd5ddc802f790216e9241abdbd10ee94841ef00c909ee43a281f81d2","ev-9aa92ad8d913cab75cadcafd21e33af2f572300b92e3ea54fcd49d17b7e6fb09","ev-0f76fc551c7fff48111384f0419855110c947650cba69882948b29ebf5dbd140","ev-df3244617cfc4d914dc617998832c9fba7700d82684346ecbc16e22e8177b953","ev-a909b00b744add6120d52be56f9c4e6f546e2779db9864ceac0cd1d538610288"],"explanation":"R0715 (Bojan Grbić, ranked 2) is strong on heat-seal science — mLLDPE seal-initiation temperature, seal-layer formulation, peel vs burst acceptance, film ageing (E131/E102, E146, E047, E039, E027, E134, patent E045/E145) — but no registered Evidence addresses fruit, respiration-matched OTR, headspace gas composition or Botrytis. The evidence explicitly frames his work as VFFS film sealability (E150, E122) and the patent example is cited in the pool's own field pointers only via shared generic terms ('heat','seal','film','temperature'); the actual documents are about thermal sealing windows, not mould control. Additionally his notes state a preference for collaborations with access to production-scale extrusion equipment because his cast-film line cannot replicate industrial conditions (E110), and his open_to items are framed around seal-layer formulation with converters/resin suppliers (E008) — a partial mismatch with a converter that only needs film specification and punnets, not seal-layer R&D. His sealing contribution would be secondary at best and ranking him second overstates fit.","id":"CE-003","recheckQuestion":"Does any registered Evidence show R0715 applying seal or permeability expertise to fresh-produce spoilage outcomes?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"AVAILABILITY_TIMING_RESTRICTION","evidenceIds":["ev-f04c45e881f6264379d79651050bde2d31420e2fad919daaf2921a54fd4a29f4","ev-f53b4c27287f0ce50470f03f3fbd0d331c086c14dc3df75e68ce61a7615f383c","ev-b4f14ee29fcd185de9bb3b4897f8fb8a8e1dcaa65bf9b1ec26d870fb47ce02d6","ev-6d5d310ebd585310b554def18160e50bf39d0227548f5a719856428110743958","ev-eb474dffee84fd5761ed770c57a9a11a2fdce43b0f456a5fa924e0ee5dfd6164","ev-7f1e52c3e4989dda9de24efb297ea057e57507b66df1b7f23f788619f8a55a6b","ev-5feadf2d909b44e3355fb960bd51717699eaa09d7e6637f877d14201a12f12d9","ev-bb25f2c9f39a77d1639fdb26136703e3c32f905fb8624682d5580f49444e34b2","ev-afde54df0d89befde0c9dd4d44dac5f2a9b80da23c53629d8614bba547e76284","ev-20e66d4398a48e8f86d7103cbc04ca558f0d4f174fce90b2facb1011ddd87155"],"explanation":"R0172 (Snežana Puzović, ranked 5) is the best-substantiated permeability/film-transport expert (OTR/WVTR vs temperature, E086, E168, E070, E135, E126, patent E024/E076). However her registered notes state she is available for new collaborations only from autumn 2026 onwards while finishing MONOBAR supervision commitments (E173), which conflicts with the challenge's roughly eight-month pre-next-season deadline and its need for trial work now. She also prefers that experimental work be conducted in her own laboratory (E173), while her open_to centres on barrier characterisation and measurement services rather than MAP specification for a berry exporter (E179, E128). Any plan relying on her for near-term simulated-transit trials must be checked against this start date.","id":"CE-004","recheckQuestion":"Can R0172 start before autumn 2026, and would she accept a scope centred on film-specification modelling rather than pure barrier characterisation?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-56ac1453c890305fe436b4bd5933215cfe5bc4db0020c1c24fcef5320d0cb318","ev-2d9db782b78f718c7adfab6be2be270f9f41e89cfbcc71a4bad7e5b7897e3c87","ev-a4f9adef011563343592a06f6b4b663a2852cf0dac154c3951b4c9dab9243c37","ev-2bc1c85a82c26f0f82908c770c44a207c9a1852d38d0f6d0411d90eacd17be43","ev-428f4590b641633be34a0f0e0eeb8afcbc8f856e086fa50aff60714f8be39c24","ev-0889b2c9fa1ae142873c673f2229e7c7c39364a3b384b980aa5a6cd6f6862b43","ev-797cbed8ba7eb987db0469846868b90fa8dadda59eb0c6a2653520a9f00787a1","ev-3326c6f6cf24532fe1fd5a27438c0a06c62d7afb9155df26eea2cbe9a1ed5d86","ev-c274ec70cc7a0ae374e840e651800ac2666b0f59b6159026bd9410862562dddd","ev-dff786888d0a2d17d2a1cb42fce1fdbafcb012b8a32cf3bde567e129ee6df4d6","ev-99b78048537075a72286f9dd631d7ff9929d40c2943aa1a05679228f1296309c"],"explanation":"R0786 (Svetlana Sabo, ranked 6) is a hygrothermal-modelling and enclosure-physics specialist: condensation onset in polycarbonate/ABS housings, dew-point margins, cable-gland vapour ingress in electrical substation cabinets and thermostat/housing seal physics (E035, E118, E034, E049, E003, E083, E106). Her industry experience is outdoor metering cabinets and product certification disputes (E160), and her open_to is enclosure design for moisture control (E038). No registered Evidence involves packaged food, MAP, respiration-driven gas exchange or Botrytis. The shared terms 'sealed', 'condensation' and 'humidity' describe water-vapour behaviour in electronic housings with heat sources — a fundamentally different transport regime from micro-condensation inside a small sealed punnet driven by berry respiration. Treating her as a condensation expert for raspberry punnets would extrapolate beyond her evidence.","id":"CE-005","recheckQuestion":"Has R0786 ever worked on condensation inside food or produce packaging rather than electrical enclosures?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"RESTRICTION_TIMING_AND_DOMAIN_PARTIAL","evidenceIds":["ev-09aa76bb239a95905bbc8b8b5826f28245400ee610f75cf05f6909470d45df68","ev-e6a11175471bf41b25c4cc1ee7ab8299fa2e1497d6fcd1c1c61d4250836caeda","ev-e0ce2ae6ce65e50c9720b33910707da107fb01c1fa67926459c76617cbde0624","ev-a46b69e23aa5d77b5476d1144ae4520d4c69aaae3fc73e9438392c1314db3d5f","ev-ff6c71d27c231ae3b153155673e8dc15804b9fcf70aa96d5766b07a30d44a8cc","ev-ae0e198ce42826c9accb9a047dbab35c739ad5e7c794a6fe31877f3b956cff19"],"explanation":"R1044 (Branka Lalić, ranked 7) is scheduled for parental leave from October 2026 to approximately April 2027 (E004), which overlaps the deadline-critical window the challenge describes; only commitments starting before October 2026 can be accommodated. Her registered output is biopolymer/starch–protein reactive extrusion with property mapping including OTR (E117, E182, patent E125) and some co-authorship on seal-test work (E039, E134 via shared documents), but no registered Evidence covers fruit, Botrytis or produce MAP. Her open_to is biopolymer formulation/testing (E165) and the twin-screw line is limited to ~5 kg/h, constraining any punnet-scale prototyping (E004). Relevance to the stated film-grade/OTR-matching problem is peripheral.","id":"CE-006","recheckQuestion":"Would R1044's group add anything to rPET lidding-film specification within the eight-month window, and can work start before her October 2026 leave?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-990f5c68dc58a9f05f47273ae9fbfe3a986b2e310d6d16630fc83ec9ad7aa1df","ev-3563a555d5eda96987d0a36c1b72fc3b151eb381c251e30a331652504be59270","ev-3a6a9d62dba20b521a18cb6fa9f6e86b175f02fe65d6f3e04ad01c9251959304","ev-9324835332e44c003e8cc2ff3b9e8f72381846bc1d24a9c602d18b8bae3a5c11","ev-5c16ce689cb714c5b015f2461a85bd884c52e3eede3ab305e4325c84995dbb86","ev-bd719dcb14b62db67f23b0eb06322251faa53f585996c0e73c1a1136a2a69cf0","ev-a8f6fabf288c4dbc8868309b4c449a2b7e554a3baff1fbf57c5ac9056681fe04","ev-594ecbe01e06e84d62447073c0e3709c2f854dab6a6421cce3535c0180db1437","ev-1e84bb24da482eabbad8ccf670841f8d9df35dbb3a64ea26300a9aa68a17d53a","ev-a1e0d84eea90d32c0fe23995763effb550a5d625b9e05658abfc6d2b3dfc8c0c"],"explanation":"R0084 (Petar Dobanovački, ranked 8) is a mechanical-testing/accelerated-ageing specialist for engineering and biomedical polymers: hygroscopic swelling of PEI parts, PA12 fatigue after humidity cycling, TPU catheter ageing (E099, E068, E137, E120). His only film-related link is being participant index 1 on the PERMTEMP permeability project (E017, E115), whose subject is a permeability reference dataset for polyolefin films (an instrument calibration/reference dataset rather than MAP design). Profile bio is empty and his industry experience is medical-device and compounding companies (E044); open_to is fatigue/ageing testing, climate chamber, CMM and medical-device certification consulting (E042). No registered Evidence supports Berry/Botrytis or produce-packaging work, so his rank-8 inclusion rests on shared words in a shared project.","id":"CE-007","recheckQuestion":"Does R0084 have any registered Evidence of produce-packaging or spoilage work beyond the shared PERMTEMP project participation?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"SINGLE_CANDIDATE_COVERS_SUBSTANTIVE_SCOPE","evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-04978591efe06b065ca8403a0f1b4fc0dc7b958a60c208dab5779b6f94cee84a","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0"],"explanation":"Reviewing the whole pool, the substantive raspberry/Botrytis/MAP content is concentrated almost entirely in R0976 (Jelena Marković): Serbian raspberry MAP gas-mix specifications with 14-day storage and Botrytis incidence (E138), pre-cooling and headspace equilibration effects on Botrytis (E073), OTR/CO₂TR film selection for small-format berry trays with finite-element gas-permeation modelling (E087), Botrytis predictive-model/digital-twin work (E040, E064), and MAP engineering design (E055). The remaining seven candidates' registered Evidence contains no berry-Botrytis outcome data, so a portfolio that treats several of them as equivalent berry-spoilage experts would rest on keyword proximity only. Note also that the pool is truncated (40 merged, 8 selected) with SEMANTIC_SUPPORT_UNASSESSED and NARROW_CHANNEL_COVERAGE; absence of contrary evidence for unselected researchers cannot be assumed. This is advisory, not a verdict on any final team, and does not constitute approval.","id":"CE-008","recheckQuestion":"If any candidate other than R0976 is presented as bringing berry-Botrytis outcome evidence, which registered Evidence ID supplies it?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"UNCHECKED_SCOPE_BEYOND_POOL","evidenceIds":[],"explanation":"Only the eight fixed-pool candidates and their registered Evidence were inspected. No claim could be cited for the Proposer's (unseen) claims, so claimIds are empty throughout. Checks of the remaining 32 merged candidates, of whether any candidate's Evidence contains conflicting results, and of whether the challenge's sub-1% mould target is achievable by any candidate were not performed; the challenge text itself notes that two prior film-grade/seal-pressure trials did not reduce mould rates enough, which is a customer-stated constraint on expected effect size rather than candidate counter-evidence.","id":"CE-009","recheckQuestion":"Should the remaining merged candidates be inspected before any portfolio finalisation?","scope":"run","severity":"advisory"}],"hash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","id":"counter_4d1650f3-1fdc-41fc-b0c6-2ae14a8b8485","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","noCounterEvidenceFound":["No blocking incompatibility was found between R0976's registered Evidence and the challenge's raspberry/Botrytis/MAP needs; no absent-attribution issue was found for any of the eight candidates (unattributedEvidenceIds empty, all content links backed by identity Evidence).","No explicit identity conflict (duplicate or contradictory researcher identity bindings) was found for any of the eight inspected candidates.","No counter-evidence was found indicating that the challenge's stated OTR/CO₂TR and headspace-measurement capability is incompatible with the pool's registered permeability instrumentation descriptions; this was not a proof of suitability, only that no contradiction appeared in inspected records."],"poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","version":1},"kind":"counter_report"},{"artifact":{"findings":[{"claimIds":["C2","C4"],"code":"BOUNDED_SIZE_EFFECT_OK","evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef"],"explanation":"The draft's quantitative summaries match the original abstracts: E138 states the 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% vs control, firmness above threshold 12 days vs 6 days, and marketability at day 10; C2 reports these figures and explicitly limits them ('relative to control, does not imply sub-1% absolute', 'sensory panel day 10 falls short of 14-day target'). E073 reports 38 vs 210 min cooling, 14 h earlier O₂ equilibration, lower Botrytis at day 8; C4 carries the same numbers and notes day-8 outcomes do not demonstrate day-14 performance. No overstated universal or deployment claim is present.","id":"F1","recheckQuestion":"Do the quoted numerical results in C2 and C4 remain identical to the values in E138 and E073?","scope":"run","severity":"advisory"},{"claimIds":["C3"],"code":"FILM_TRANSFER_BOUNDED","evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009"],"explanation":"C3 attributes the 12-film OTR/CO₂TR screening, finite-element permeation modelling and 55% mould reduction to E087, and E140 confirms R0976 is author 3 on that record. The draft's limitation notes that the tray was mixed-berry and that the film spec (OTR 3,800, CO₂TR 18,000) cannot be transferred to the company's 125 g rPET punnet without local verification. The inference is therefore properly bounded; it does not claim the company's punnet will achieve the same result.","id":"F2","recheckQuestion":"Does C3 avoid asserting transferability of the mixed-berry film specification to the 125 g rPET punnet beyond local verification?","scope":"claim","severity":"advisory"},{"claimIds":["C5"],"code":"MODEL_SCOPE_MISMATCH_BOUNDED","evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba"],"explanation":"C5's digital-twin figures (88% flagged, 9% false positives, four exporters, 240 consignments) match E040, and the Monte Carlo 91% coverage and 180 consignments match E064. E064 is on strawberry total aerobic count, and the draft says so in its limitation and notes that Botrytis-specific raspberry calibration is separate. This is honestly labelled and does not overstate the evidence as validated raspberry Botrytis prediction.","id":"F3","recheckQuestion":"Is the strawberry/aerobic-count basis of the Monte Carlo model disclosed and kept separate from Botrytis-specific prediction in the draft?","scope":"claim","severity":"advisory"},{"claimIds":["C6","C4"],"code":"CHAPTER_AND_PRECOOLING_SUPPORTED","evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef"],"explanation":"E055 is a book chapter covering gas mass balance, film permeability selection, tray geometry effects on headspace equilibration and a worked forced-air pre-cooling + MAP example for a mid-sized raspberry exporter; C6 reproduces this and correctly frames it as a methodological reference, not validation. The technicalRationale line linked to C4 ('links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis') stays within what E073 supports (hydrocooling free moisture promoting calyx decay) without claiming micro-condensation control is proven.","id":"F4","recheckQuestion":"Does the technicalRationale for C4 avoid claiming demonstrated micro-condensation control in the 125 g rPET punnet?","scope":"claim","severity":"advisory"},{"claimIds":["C8","C9","C10","C11"],"code":"SCOPE_AND_PARTICIPATION_APPROPRIATELY_BOUNDED","evidenceIds":["ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a"],"explanation":"The proposal sections correctly refuse to guarantee the customer's <1% day-14 target (C8, constraints, unknowns), describe a bounded film-specification/trial-design contribution grounded in the candidate's registered MAP/film/cold-chain work (C9, C10), and state the participation form as joint project and/or industrial PhD supervision consistent with E101/E015. C11's claim of prior work with three fruit exporters matches E015 verbatim, and the section correctly notes the exact engagement form is not specified. This meets the cooperation-support requirement with registered evidence of a concrete contribution to the core modelling gap, without implying unlimited availability, guaranteed success or completed deployment.","id":"F5","recheckQuestion":"Does the proposal continue to state the <1% day-14 outcome as the company's goal rather than a demonstrated result, and to confine the contribution to registered MAP/film/cold-chain competence?","scope":"run","severity":"advisory"}],"hash":"d754c4b0ffc7a81352a1d8dfbdba643389f58ba39fa2d6dfa3398175f846729e","id":"review_2c0877cb-fa7e-4ed9-84a6-4d4ff11e4a9b","runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","target":{"counterReportHash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","draftVersion":1,"evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1},"verdict":"approve","version":1},"kind":"critic_review"}],"eventCount":150,"outcome":{"counter":{"checkedCandidates":["R0976","R0715","R0926","R0426","R0172","R0786","R1044","R0084"],"checkedFacets":["challenge requirement reading (raspberry Botrytis at day 9 vs 14-day target, sub-1% mould in simulated-transit tests, condensation/OTR matching at 2–4 °C, modelling capability, limited trial budget)","resolution of every declared restriction field (notes/open_to/industry_experience) for all eight fixed-pool candidates","identity bindings and content links for each candidate (author_of, project_participant, patent_inventor, profile_field); unattributedEvidenceIds empty for all eight","domain alignment of each candidate's publication/project/patent corpus with fresh-produce MAP, film permeability and Botrytis spoilage","availability and timing constraints (leave, semester load, start dates) versus the customer's roughly eight-month deadline","equipment and access constraints versus the customer's stated analytics (OTR/CO₂TR, headspace gas) and limited budget","commercial arrangement/restriction mismatches (mandatory in-house testing, software licences, throughput limits, equipment preferences)","rank-vs-relevance mismatch in pool diagnostics (lexical anchors, NARROW_CHANNEL_COVERAGE, SEMANTIC_SUPPORT_UNASSESSED, truncated pool of 40 of which 8 selected)","R0926/R0426 non-produce corpora evaluation","R1044 domain-alignment audit","R0084 domain-alignment audit"],"findings":[{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-1d1cb62fcaf9180140964a9614d45faf39dab9ecd125e2871b4590068b77f69e","ev-69d781bf772c35a00ed8644dc01409b67af9c6deff1f319f574ddf0fdd65c3ea","ev-0f326969ca08f5b186dd9892cccafd1804daa61b7e13a159c2cccf08236069ce","ev-c10b3a161d4787d0ae1ae4b280bb3f46e8f3f955e53582f73c7c28e77413eaf9","ev-1736659011644c5889f660fa37a4e9ef426a248de45b5ff77ee53776132ddd3c","ev-8b50f299520730b72484c13f7e0b9da24ace263431119d1b2c38b858bcaa573d","ev-56703aa357f89adec5793a773f46087d56ab92aba30e1e24e11d6db569ff1be1","ev-acff2ddb0afd90163aee757f2f183f8ffd6ba195baac4f8bcfcc5507d9e3f547","ev-6b88dca3e163322d222fa14140d38470e46e4d3b0c4ad4243190be6aac5ad4c5","ev-b349b7601379f18954b8fb663a685b90fff3ea5f52e1bff3bc51f8955d977788","ev-aacdb99a8471da4a306efd4b5f466038fa38a798ec71edc340d45826d38abec6","ev-2207c5d6f41b69b64051216c679011de3c50ca3ed1f3e190e3d226835fe63bf2","ev-3533aa5d6c7d68f7917e85f7a0a1659c727f342ed320b8c6cd7b498a59e83fc4"],"explanation":"R0926 (Sofija Ristić, ranked 3) is a mechanical-engineering sealing-systems researcher whose registered corpus concerns elastomeric gaskets, O-rings and IP-rated electromechanical/enclosure housings: condensation inside sealed electrical enclosures (E014, E072), moisture ingress through compressed gaskets in IP54 steel cabinets (E012), FIP vs EPDM gaskets on electrical cabinets (E094). Her project MOISTMOD targets low-voltage electrical enclosure condensation modelling with a Python prediction tool (E007, E142). There is no registered Evidence of perishable-food, berry, MAP or food-packaging work, and her industry experience is enclosure/cabinet manufacturers (E127). Keyword overlap ('condensation', 'sealed', 'modelling') therefore does not establish technical suitability for Botrytis control in raspberry punnets; her 'modelling' expertise is heat-moisture transfer in non-food cavities, not respiration/permeability-based MAP design.","id":"CE-001","recheckQuestion":"Does R0926 have any registered Evidence of fresh-produce or food-packaging MAP work, as opposed to electromechanical enclosure condensation?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-93e078cdd8b1516991c68e7f6576362c0743040e6472022dfb9af55e2125ad11","ev-efc2af8341dbc3cfe6e47b48090f7de0e062757331e69e7fe0a66381c60b0483","ev-05b3572c13bac99a9b7a119864a84e588a185903d89656ce31f08f7cd712d9bc","ev-9a6aa7f8082a33136b1adbcc999fbf2830a4f209d44071b3f512fd7de0c7f5c2","ev-1ddbd5bcd51f22154f77f3dc03f76899e08ec087b52a92b55390b5156e4d8ea1","ev-9b29d9241388fed841c8dba189ac14d8de9da87c93b711c567e24865305a64a1","ev-f4c9c12deb91ce72a17bcea3c1989567bcb2fa0c92894219626d3e3d05b2e395","ev-c8475d9338e98a1c1a219209e9aa15a2dc4c5ed5af13b599654f81808b30a128","ev-f34b6eb40fdd538d4f00e891eead3f1f3574c632276611e2935d7bade750c28c","ev-e597f99f5e1bf5749393a8eb77af8f0e96b7a0e86e7f0ef7696670ea2ab43722"],"explanation":"R0426 (Aleksandar Bošković, ranked 4) contributes injection-moulding thermomechanical simulation: warpage/residual stress in PA6 and PP parts, mould heat-transfer-coefficient calibration and cooling-circuit CFD (E100, E172, E002, E108, E016, E111). His sole condensation-related item is a co-authored enclosure simulation (E014), not food packaging. The only keyword link to the challenge is the word 'mould' (mould tooling, not Botrytis mould). His project is semi-crystalline injection-moulding warpage (E177, E148) and his industry work is automotive plastics (E163); restrictions require partners to supply moulded parts and licences for proprietary simulation software (E176, E148). Nothing registered supports thermoformed rPET punnet/lidding-film or fruit-spoilage work, so lexical agreement on 'mould' is a false lead.","id":"CE-002","recheckQuestion":"Is there any registered Evidence that R0426 has worked on food packaging, thermoformed trays or microbial spoilage rather than injection-moulding warpage?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"RANK_PROMINENCE_NO_PRODUCE_SUPPORT","evidenceIds":["ev-a1e0d84eea90d32c0fe23995763effb550a5d625b9e05658abfc6d2b3dfc8c0c","ev-b6121bcedbe395fd3caccae4ac05a2f664396af5b97e4c9c9e7c374cc9fd008c","ev-971e9c4504f4a0ce11b0b18537540fc257d9c11afd1b43e4cc9d8e35b12529df","ev-c628a2c79e9fd2ef14da9af311a67757db20870964f3f662eff4eea00a4439bb","ev-3f0f3b404c8b4f15881111c810cb9da489479f5304cfa0a95bfce49d50da65c8","ev-ce988d228dbd64fad02a0c9a7861a6c99ca81a6edc2de05ca0901ca9a36ed771","ev-33c195708ff2fff797fab49701f06c57efdc90f726a2d059be7220ed7c30c83d","ev-2269bbe3f5aa940da5f964104364eb277e5ce5bcc3cf573ad76642097d323b33","ev-b6d880f12a644beb905ad69e18b897688c1788b0be1102671853df56fe8ee74d","ev-3b375aedd011472594e661aea69c6cf6f96d01e64a20a56c103a476113f017f9","ev-c2b63609bd5ddc802f790216e9241abdbd10ee94841ef00c909ee43a281f81d2","ev-9aa92ad8d913cab75cadcafd21e33af2f572300b92e3ea54fcd49d17b7e6fb09","ev-0f76fc551c7fff48111384f0419855110c947650cba69882948b29ebf5dbd140","ev-df3244617cfc4d914dc617998832c9fba7700d82684346ecbc16e22e8177b953","ev-a909b00b744add6120d52be56f9c4e6f546e2779db9864ceac0cd1d538610288"],"explanation":"R0715 (Bojan Grbić, ranked 2) is strong on heat-seal science — mLLDPE seal-initiation temperature, seal-layer formulation, peel vs burst acceptance, film ageing (E131/E102, E146, E047, E039, E027, E134, patent E045/E145) — but no registered Evidence addresses fruit, respiration-matched OTR, headspace gas composition or Botrytis. The evidence explicitly frames his work as VFFS film sealability (E150, E122) and the patent example is cited in the pool's own field pointers only via shared generic terms ('heat','seal','film','temperature'); the actual documents are about thermal sealing windows, not mould control. Additionally his notes state a preference for collaborations with access to production-scale extrusion equipment because his cast-film line cannot replicate industrial conditions (E110), and his open_to items are framed around seal-layer formulation with converters/resin suppliers (E008) — a partial mismatch with a converter that only needs film specification and punnets, not seal-layer R&D. His sealing contribution would be secondary at best and ranking him second overstates fit.","id":"CE-003","recheckQuestion":"Does any registered Evidence show R0715 applying seal or permeability expertise to fresh-produce spoilage outcomes?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"AVAILABILITY_TIMING_RESTRICTION","evidenceIds":["ev-f04c45e881f6264379d79651050bde2d31420e2fad919daaf2921a54fd4a29f4","ev-f53b4c27287f0ce50470f03f3fbd0d331c086c14dc3df75e68ce61a7615f383c","ev-b4f14ee29fcd185de9bb3b4897f8fb8a8e1dcaa65bf9b1ec26d870fb47ce02d6","ev-6d5d310ebd585310b554def18160e50bf39d0227548f5a719856428110743958","ev-eb474dffee84fd5761ed770c57a9a11a2fdce43b0f456a5fa924e0ee5dfd6164","ev-7f1e52c3e4989dda9de24efb297ea057e57507b66df1b7f23f788619f8a55a6b","ev-5feadf2d909b44e3355fb960bd51717699eaa09d7e6637f877d14201a12f12d9","ev-bb25f2c9f39a77d1639fdb26136703e3c32f905fb8624682d5580f49444e34b2","ev-afde54df0d89befde0c9dd4d44dac5f2a9b80da23c53629d8614bba547e76284","ev-20e66d4398a48e8f86d7103cbc04ca558f0d4f174fce90b2facb1011ddd87155"],"explanation":"R0172 (Snežana Puzović, ranked 5) is the best-substantiated permeability/film-transport expert (OTR/WVTR vs temperature, E086, E168, E070, E135, E126, patent E024/E076). However her registered notes state she is available for new collaborations only from autumn 2026 onwards while finishing MONOBAR supervision commitments (E173), which conflicts with the challenge's roughly eight-month pre-next-season deadline and its need for trial work now. She also prefers that experimental work be conducted in her own laboratory (E173), while her open_to centres on barrier characterisation and measurement services rather than MAP specification for a berry exporter (E179, E128). Any plan relying on her for near-term simulated-transit trials must be checked against this start date.","id":"CE-004","recheckQuestion":"Can R0172 start before autumn 2026, and would she accept a scope centred on film-specification modelling rather than pure barrier characterisation?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-56ac1453c890305fe436b4bd5933215cfe5bc4db0020c1c24fcef5320d0cb318","ev-2d9db782b78f718c7adfab6be2be270f9f41e89cfbcc71a4bad7e5b7897e3c87","ev-a4f9adef011563343592a06f6b4b663a2852cf0dac154c3951b4c9dab9243c37","ev-2bc1c85a82c26f0f82908c770c44a207c9a1852d38d0f6d0411d90eacd17be43","ev-428f4590b641633be34a0f0e0eeb8afcbc8f856e086fa50aff60714f8be39c24","ev-0889b2c9fa1ae142873c673f2229e7c7c39364a3b384b980aa5a6cd6f6862b43","ev-797cbed8ba7eb987db0469846868b90fa8dadda59eb0c6a2653520a9f00787a1","ev-3326c6f6cf24532fe1fd5a27438c0a06c62d7afb9155df26eea2cbe9a1ed5d86","ev-c274ec70cc7a0ae374e840e651800ac2666b0f59b6159026bd9410862562dddd","ev-dff786888d0a2d17d2a1cb42fce1fdbafcb012b8a32cf3bde567e129ee6df4d6","ev-99b78048537075a72286f9dd631d7ff9929d40c2943aa1a05679228f1296309c"],"explanation":"R0786 (Svetlana Sabo, ranked 6) is a hygrothermal-modelling and enclosure-physics specialist: condensation onset in polycarbonate/ABS housings, dew-point margins, cable-gland vapour ingress in electrical substation cabinets and thermostat/housing seal physics (E035, E118, E034, E049, E003, E083, E106). Her industry experience is outdoor metering cabinets and product certification disputes (E160), and her open_to is enclosure design for moisture control (E038). No registered Evidence involves packaged food, MAP, respiration-driven gas exchange or Botrytis. The shared terms 'sealed', 'condensation' and 'humidity' describe water-vapour behaviour in electronic housings with heat sources — a fundamentally different transport regime from micro-condensation inside a small sealed punnet driven by berry respiration. Treating her as a condensation expert for raspberry punnets would extrapolate beyond her evidence.","id":"CE-005","recheckQuestion":"Has R0786 ever worked on condensation inside food or produce packaging rather than electrical enclosures?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"RESTRICTION_TIMING_AND_DOMAIN_PARTIAL","evidenceIds":["ev-09aa76bb239a95905bbc8b8b5826f28245400ee610f75cf05f6909470d45df68","ev-e6a11175471bf41b25c4cc1ee7ab8299fa2e1497d6fcd1c1c61d4250836caeda","ev-e0ce2ae6ce65e50c9720b33910707da107fb01c1fa67926459c76617cbde0624","ev-a46b69e23aa5d77b5476d1144ae4520d4c69aaae3fc73e9438392c1314db3d5f","ev-ff6c71d27c231ae3b153155673e8dc15804b9fcf70aa96d5766b07a30d44a8cc","ev-ae0e198ce42826c9accb9a047dbab35c739ad5e7c794a6fe31877f3b956cff19"],"explanation":"R1044 (Branka Lalić, ranked 7) is scheduled for parental leave from October 2026 to approximately April 2027 (E004), which overlaps the deadline-critical window the challenge describes; only commitments starting before October 2026 can be accommodated. Her registered output is biopolymer/starch–protein reactive extrusion with property mapping including OTR (E117, E182, patent E125) and some co-authorship on seal-test work (E039, E134 via shared documents), but no registered Evidence covers fruit, Botrytis or produce MAP. Her open_to is biopolymer formulation/testing (E165) and the twin-screw line is limited to ~5 kg/h, constraining any punnet-scale prototyping (E004). Relevance to the stated film-grade/OTR-matching problem is peripheral.","id":"CE-006","recheckQuestion":"Would R1044's group add anything to rPET lidding-film specification within the eight-month window, and can work start before her October 2026 leave?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-990f5c68dc58a9f05f47273ae9fbfe3a986b2e310d6d16630fc83ec9ad7aa1df","ev-3563a555d5eda96987d0a36c1b72fc3b151eb381c251e30a331652504be59270","ev-3a6a9d62dba20b521a18cb6fa9f6e86b175f02fe65d6f3e04ad01c9251959304","ev-9324835332e44c003e8cc2ff3b9e8f72381846bc1d24a9c602d18b8bae3a5c11","ev-5c16ce689cb714c5b015f2461a85bd884c52e3eede3ab305e4325c84995dbb86","ev-bd719dcb14b62db67f23b0eb06322251faa53f585996c0e73c1a1136a2a69cf0","ev-a8f6fabf288c4dbc8868309b4c449a2b7e554a3baff1fbf57c5ac9056681fe04","ev-594ecbe01e06e84d62447073c0e3709c2f854dab6a6421cce3535c0180db1437","ev-1e84bb24da482eabbad8ccf670841f8d9df35dbb3a64ea26300a9aa68a17d53a","ev-a1e0d84eea90d32c0fe23995763effb550a5d625b9e05658abfc6d2b3dfc8c0c"],"explanation":"R0084 (Petar Dobanovački, ranked 8) is a mechanical-testing/accelerated-ageing specialist for engineering and biomedical polymers: hygroscopic swelling of PEI parts, PA12 fatigue after humidity cycling, TPU catheter ageing (E099, E068, E137, E120). His only film-related link is being participant index 1 on the PERMTEMP permeability project (E017, E115), whose subject is a permeability reference dataset for polyolefin films (an instrument calibration/reference dataset rather than MAP design). Profile bio is empty and his industry experience is medical-device and compounding companies (E044); open_to is fatigue/ageing testing, climate chamber, CMM and medical-device certification consulting (E042). No registered Evidence supports Berry/Botrytis or produce-packaging work, so his rank-8 inclusion rests on shared words in a shared project.","id":"CE-007","recheckQuestion":"Does R0084 have any registered Evidence of produce-packaging or spoilage work beyond the shared PERMTEMP project participation?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"SINGLE_CANDIDATE_COVERS_SUBSTANTIVE_SCOPE","evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-04978591efe06b065ca8403a0f1b4fc0dc7b958a60c208dab5779b6f94cee84a","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0"],"explanation":"Reviewing the whole pool, the substantive raspberry/Botrytis/MAP content is concentrated almost entirely in R0976 (Jelena Marković): Serbian raspberry MAP gas-mix specifications with 14-day storage and Botrytis incidence (E138), pre-cooling and headspace equilibration effects on Botrytis (E073), OTR/CO₂TR film selection for small-format berry trays with finite-element gas-permeation modelling (E087), Botrytis predictive-model/digital-twin work (E040, E064), and MAP engineering design (E055). The remaining seven candidates' registered Evidence contains no berry-Botrytis outcome data, so a portfolio that treats several of them as equivalent berry-spoilage experts would rest on keyword proximity only. Note also that the pool is truncated (40 merged, 8 selected) with SEMANTIC_SUPPORT_UNASSESSED and NARROW_CHANNEL_COVERAGE; absence of contrary evidence for unselected researchers cannot be assumed. This is advisory, not a verdict on any final team, and does not constitute approval.","id":"CE-008","recheckQuestion":"If any candidate other than R0976 is presented as bringing berry-Botrytis outcome evidence, which registered Evidence ID supplies it?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"UNCHECKED_SCOPE_BEYOND_POOL","evidenceIds":[],"explanation":"Only the eight fixed-pool candidates and their registered Evidence were inspected. No claim could be cited for the Proposer's (unseen) claims, so claimIds are empty throughout. Checks of the remaining 32 merged candidates, of whether any candidate's Evidence contains conflicting results, and of whether the challenge's sub-1% mould target is achievable by any candidate were not performed; the challenge text itself notes that two prior film-grade/seal-pressure trials did not reduce mould rates enough, which is a customer-stated constraint on expected effect size rather than candidate counter-evidence.","id":"CE-009","recheckQuestion":"Should the remaining merged candidates be inspected before any portfolio finalisation?","scope":"run","severity":"advisory"}],"hash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","id":"counter_4d1650f3-1fdc-41fc-b0c6-2ae14a8b8485","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","noCounterEvidenceFound":["No blocking incompatibility was found between R0976's registered Evidence and the challenge's raspberry/Botrytis/MAP needs; no absent-attribution issue was found for any of the eight candidates (unattributedEvidenceIds empty, all content links backed by identity Evidence).","No explicit identity conflict (duplicate or contradictory researcher identity bindings) was found for any of the eight inspected candidates.","No counter-evidence was found indicating that the challenge's stated OTR/CO₂TR and headspace-measurement capability is incompatible with the pool's registered permeability instrumentation descriptions; this was not a proof of suitability, only that no contradiction appeared in inspected records."],"poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","version":1},"draft":{"challengeId":"C036-CH1","claims":[{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e"],"id":"C1","kind":"fact","limitations":["Results are at lab/experimental scale under controlled 2 °C storage, not on commercial export consignments.","Abstract-level report only; film OTR/CO₂TR of the tested films is not stated in the retrieved excerpt."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-06465","relation":"author_of","subjectId":"R0976"}],"text":"Peer-reviewed work attributed to this researcher evaluated MAP of Serbian-grown raspberries at 2 °C over 14 days across three gas compositions, monitoring firmness, colour, soluble solids, titratable acidity and visual mould incidence plus Botrytis cinerea counts."},{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e"],"id":"C2","kind":"fact","limitations":["63% reduction is relative to control, so it does not imply sub-1% absolute mould incidence by day 14.","Sensor panel marketability at day 10 falls short of the company's 14-day target."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-06465","relation":"author_of","subjectId":"R0976"}],"text":"The reported raspberry MAP study found that a 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% relative to an ambient-air control and maintained firmness above commercial thresholds for 12 days versus 6 days in air, with sensory marketability at day 10 under optimal MAP."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009"],"id":"C3","kind":"fact","limitations":["The tray was mixed-berry, not raspberry-only 125 g rPET punnet geometry.","Film specification values are reported as study findings and cannot be transferred to the company's punnet without local verification."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","fieldPointer":"/keywords","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10216","relation":"author_of","subjectId":"R0976"}],"text":"Related work attributed to this researcher screened 12 commercial films differing in OTR and CO₂TR for mixed-berry trays at 2 °C and used finite-element gas-permeation modelling to confirm headspace trends and predict equilibrium under alternative fill weights; one film (OTR 3,800, CO₂TR 18,000 cm³/m²/day) kept headspace within acceptable ranges for three species and cut mould incidence 55% versus a polyethylene control."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109"],"id":"C4","kind":"fact","limitations":["Findings concern pre-cooling protocols at 2 °C experimental scale; applicability to the company's packing-house line is unverified.","Day-8 outcomes do not demonstrate day-14 performance."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10214","relation":"author_of","subjectId":"R0976"}],"text":"The researcher's raspberry MAP study also examined pre-cooling before sealing: forced-air cooling reached target core temperature in 38 minutes versus 210 minutes for room cooling, gave 14 hours earlier headspace O₂ equilibration, and was linked to significantly lower Botrytis incidence and better firmness at day 8; hydrocooling produced excess free moisture and calyx decay."},{"evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba"],"id":"C5","kind":"fact","limitations":["The stochastic framework is demonstrated on strawberries and total aerobic count; Botrytis-specific calibration on raspberries is separate.","Modelling addresses prediction and prioritisation, not film selection by itself."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","fieldPointer":"/abstract","objectId":"SYN-PUB-10215","relation":"source_field","subjectId":"SYN-PUB-10215"},{"evidenceId":"ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-10213","relation":"author_of","subjectId":"R0976"},{"evidenceId":"ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10215","relation":"author_of","subjectId":"R0976"}],"text":"Attributed work translates cold-chain data into shelf-life prediction: a 12-month digital-twin pilot on Serbian berry consignments flagged 88% of consignments later showing elevated spoilage with 9% false positives, and a Monte Carlo stochastic model propagating temperature variability from 180 monitored consignments covered 91% of observed outcomes, identifying mean transport temperature and door-opening frequency as the dominant variance drivers."},{"evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7"],"id":"C6","kind":"fact","limitations":["A textbook chapter is a methodological reference, not validation for FreshPak's specific punnet."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","fieldPointer":"/abstract","objectId":"SYN-PUB-10217","relation":"source_field","subjectId":"SYN-PUB-10217"},{"evidenceId":"ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-10217","relation":"author_of","subjectId":"R0976"}],"text":"A book chapter attributed to this researcher covers gas mass-balance modelling, film permeability selection, tray-geometry effects on headspace equilibration, and linkage of predictive microbiology to temperature-monitoring data, with a worked example of a forced-air pre-cooling and MAP line for a mid-sized raspberry exporter."},{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345"],"id":"C7","kind":"inference","limitations":["No retrieved evidence shows work on heat-sealed anti-fog lidding film on 125 g rPET shells or on micro-condensation control specifically.","Semantic support of evidence for this challenge is unassessed; fit is inferred from abstract-level content."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","fieldPointer":"/abstract","objectId":"SYN-PUB-10215","relation":"source_field","subjectId":"SYN-PUB-10215"},{"evidenceId":"ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345","fieldPointer":"/keywords","objectId":"R0976","relation":"profile_field","subjectId":"R0976"}],"text":"The combination of raspberry-specific MAP gas-mix results, film OTR/CO₂TR screening with permeation modelling, and temperature-driven Botrytis prediction plausibly covers the modelling gap FreshPak describes: converting measured OTR/CO₂TR and headspace data into a film specification for its 125 g rPET punnet at 2–4 °C."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230"],"id":"C8","kind":"inference","limitations":["The company's own two-season logs and two failed film grades are unexamined here; data quality is unknown."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","fieldPointer":"/abstract","objectId":"SYN-PUB-10218","relation":"source_field","subjectId":"SYN-PUB-10218"}],"text":"Because the identified evidence is experimental and modelling-based rather than a validated commercial 14-day packing-house protocol, the realistic contribution is a bounded film-specification and trial-design study, not a guaranteed one-percent mould outcome."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a"],"id":"C9","kind":"proposal","limitations":["Film candidates, data formats and lab-turnaround capacity must be confirmed with FreshPak.","Any timeline or number of candidate films is an assumption to agree, not a source fact."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","fieldPointer":"/abstract","objectId":"SYN-PUB-10217","relation":"source_field","subjectId":"SYN-PUB-10217"}],"text":"Proposed pilot contribution: use FreshPak's OTR/CO₂TR and headspace measurements plus its two seasons of temperature, humidity and inspection data to (1) estimate raspberry respiration-driven target atmosphere at 2–4 °C, (2) rank a small set of candidate lidding films by modelled steady-state headspace and Botrytis risk, and (3) co-design a compact simulated-transit trial matrix."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf"],"id":"C10","kind":"proposal","limitations":["Thresholds, replicates and consignment counts are proposals requiring agreement; the <1% day-14 target is the company's stated goal, not a demonstrated result.","Budget limits preclude a large external programme, so replicate counts may be constrained."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"}],"text":"Suggested milestones and go/no-go logic: baseline the current film and seal setting in simulated transit (mould incidence at day 9 and 14); measure headspace O₂/CO₂ and respiration for 1–3 proposed films; compare observed headspace against model predictions; proceed to a pre-season consignment check only if the best candidate meets an agreed mould-incidence and headspace-target threshold; otherwise revise the film or add pre-cooling/condensation measures."},{"evidenceIds":["ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0"],"id":"C11","kind":"fact","limitations":["No restriction blocks this topic, but the exact form of engagement (sponsored project, PhD co-supervision, consultancy terms) is not specified.","Profile-level industry experience is self-described and not independently detailed in evidence."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","fieldPointer":"/open_to","objectId":"R0976","relation":"profile_field","subjectId":"R0976"},{"evidenceId":"ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","fieldPointer":"/industry_experience","objectId":"R0976","relation":"profile_field","subjectId":"R0976"}],"text":"Participation conditions recorded on the profile are industrial PhD supervision and joint projects, and the profile states prior work with three fruit exporters on packaging trials."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230"],"id":"C12","kind":"inference","limitations":["These questions follow from source content as gaps, not from experimental data on FreshPak's product."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","fieldPointer":"/abstract","objectId":"SYN-PUB-10218","relation":"source_field","subjectId":"SYN-PUB-10218"}],"text":"Unresolved questions include whether the visible mould arises from field inoculum, pre-cooling delay, condensation, or atmosphere imbalance; how seal integrity and anti-fog film behaviour interact with micro-condensation on this rPET shell; and whether simulated transit will reproduce the real German/Netherlands destination outcomes."}],"draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","pair":{"companyId":"C036","researcherId":"R0976"},"poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","sections":{"constraints":[{"claimIds":["C9","C11"],"text":"Required inputs from FreshPak: the two current film grades and their measured OTR/CO₂TR, standard punnet geometry and fill weight, seal pressure range, two seasons of temperature/humidity logs and destination inspection reports, and lab time for headspace and seal testing. Engagement is limited to the researcher's lab and part-time involvement; no large external testing programme can be assumed given the stated budget."},{"claimIds":["C7","C8"],"text":"What remains outside the supported scope: heat-seal and anti-fog film behaviour, micro-condensation control in the 125 g rPET shell, compostable-material migration, and full commercial deployment or a contractual one-percent mould guarantee."}],"cooperationScope":[{"claimIds":["C9","C10"],"text":"Scope: a film-specification and trial-design project using FreshPak's lab (OTR/CO₂TR, headspace gas, seal strength) and historic shipment data, with milestones (a) translation of logs into a temperature/humidity profile, (b) modelled headspace and Botrytis risk ranking for a short candidate film list, (c) simulated-transit trial protocol and its execution, (d) pre-season consignment check."},{"claimIds":["C11"],"text":"Engagement form to agree: joint project and/or industrial PhD co-supervision, consistent with the researcher's stated openness."}],"summary":[{"claimIds":["C1","C3","C7","C8"],"text":"Dr. Jelena Marković (R0976) is a strong partial match for C036-CH1: her attributed work covers raspberry MAP gas composition for Serbian export, film OTR/CO₂TR screening with permeation modelling, pre-cooling effects on Botrytis, and temperature-driven shelf-life prediction on real Serbian consignments. This addresses the modelling gap and the film-specification translation the company lacks, but it does not by itself guarantee <1% mould at day 14; a bounded trial is the appropriate next step."}],"technicalRationale":[{"claimIds":["C1","C2"],"text":"Raspberry-specific evidence: a 5% O₂/15% CO₂ atmosphere cut Botrytis incidence 63% versus air and held firmness for 12 days at 2 °C, giving a defensible starting point for atmosphere targets."},{"claimIds":["C3","C6"],"text":"Film specification capability: 12-film OTR/CO₂TR screening with finite-element gas-permeation modelling shows a method to convert measured permeability and headspace data into a candidate specification, matching the company's stated need to translate OTR/CO₂TR numbers into a film grade."},{"claimIds":["C4"],"text":"Condensation and pre-cooling: evidence on forced-air versus room cooling and hydrocooling links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis."},{"claimIds":["C5"],"text":"Cold-chain data use: existing work ingesting temperature/humidity streams into Botrytis-relevant prediction models indicates usable methodology for FreshPak's two seasons of logs and destination inspection reports."}],"unknowns":[{"claimIds":["C12","C8"],"text":"Open questions: which factor dominates visible mould (field inoculum, pre-cooling delay, condensation, atmosphere imbalance); how anti-fog chemistry and seal integrity interact with condensation; whether simulated transit reproduces German/Netherlands destination outcomes; and whether any candidate film can reach <1% at day 14 within budget."}],"validation":[{"claimIds":["C10","C2","C3","C4"],"text":"Baseline: current lidding film and seal pressure run in the simulated-transit protocol, recording visible Botrytis incidence at days 9 and 14 and headspace O₂/CO₂. Candidate films are measured the same way, with model-predicted versus observed equilibrium gas composition compared per film and fill weight. Go/no-go: advance to the pre-season consignment check only if the best candidate reaches the agreed mould-incidence threshold and its observed headspace trend is consistent with the model; otherwise revise film, seal setting or pre-cooling before the season deadline."}]},"version":1},"kind":"reviewed","reasonCodes":[],"review":{"findings":[{"claimIds":["C2","C4"],"code":"BOUNDED_SIZE_EFFECT_OK","evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef"],"explanation":"The draft's quantitative summaries match the original abstracts: E138 states the 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% vs control, firmness above threshold 12 days vs 6 days, and marketability at day 10; C2 reports these figures and explicitly limits them ('relative to control, does not imply sub-1% absolute', 'sensory panel day 10 falls short of 14-day target'). E073 reports 38 vs 210 min cooling, 14 h earlier O₂ equilibration, lower Botrytis at day 8; C4 carries the same numbers and notes day-8 outcomes do not demonstrate day-14 performance. No overstated universal or deployment claim is present.","id":"F1","recheckQuestion":"Do the quoted numerical results in C2 and C4 remain identical to the values in E138 and E073?","scope":"run","severity":"advisory"},{"claimIds":["C3"],"code":"FILM_TRANSFER_BOUNDED","evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009"],"explanation":"C3 attributes the 12-film OTR/CO₂TR screening, finite-element permeation modelling and 55% mould reduction to E087, and E140 confirms R0976 is author 3 on that record. The draft's limitation notes that the tray was mixed-berry and that the film spec (OTR 3,800, CO₂TR 18,000) cannot be transferred to the company's 125 g rPET punnet without local verification. The inference is therefore properly bounded; it does not claim the company's punnet will achieve the same result.","id":"F2","recheckQuestion":"Does C3 avoid asserting transferability of the mixed-berry film specification to the 125 g rPET punnet beyond local verification?","scope":"claim","severity":"advisory"},{"claimIds":["C5"],"code":"MODEL_SCOPE_MISMATCH_BOUNDED","evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba"],"explanation":"C5's digital-twin figures (88% flagged, 9% false positives, four exporters, 240 consignments) match E040, and the Monte Carlo 91% coverage and 180 consignments match E064. E064 is on strawberry total aerobic count, and the draft says so in its limitation and notes that Botrytis-specific raspberry calibration is separate. This is honestly labelled and does not overstate the evidence as validated raspberry Botrytis prediction.","id":"F3","recheckQuestion":"Is the strawberry/aerobic-count basis of the Monte Carlo model disclosed and kept separate from Botrytis-specific prediction in the draft?","scope":"claim","severity":"advisory"},{"claimIds":["C6","C4"],"code":"CHAPTER_AND_PRECOOLING_SUPPORTED","evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef"],"explanation":"E055 is a book chapter covering gas mass balance, film permeability selection, tray geometry effects on headspace equilibration and a worked forced-air pre-cooling + MAP example for a mid-sized raspberry exporter; C6 reproduces this and correctly frames it as a methodological reference, not validation. The technicalRationale line linked to C4 ('links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis') stays within what E073 supports (hydrocooling free moisture promoting calyx decay) without claiming micro-condensation control is proven.","id":"F4","recheckQuestion":"Does the technicalRationale for C4 avoid claiming demonstrated micro-condensation control in the 125 g rPET punnet?","scope":"claim","severity":"advisory"},{"claimIds":["C8","C9","C10","C11"],"code":"SCOPE_AND_PARTICIPATION_APPROPRIATELY_BOUNDED","evidenceIds":["ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a"],"explanation":"The proposal sections correctly refuse to guarantee the customer's <1% day-14 target (C8, constraints, unknowns), describe a bounded film-specification/trial-design contribution grounded in the candidate's registered MAP/film/cold-chain work (C9, C10), and state the participation form as joint project and/or industrial PhD supervision consistent with E101/E015. C11's claim of prior work with three fruit exporters matches E015 verbatim, and the section correctly notes the exact engagement form is not specified. This meets the cooperation-support requirement with registered evidence of a concrete contribution to the core modelling gap, without implying unlimited availability, guaranteed success or completed deployment.","id":"F5","recheckQuestion":"Does the proposal continue to state the <1% day-14 outcome as the company's goal rather than a demonstrated result, and to confine the contribution to registered MAP/film/cold-chain competence?","scope":"run","severity":"advisory"}],"hash":"d754c4b0ffc7a81352a1d8dfbdba643389f58ba39fa2d6dfa3398175f846729e","id":"review_2c0877cb-fa7e-4ed9-84a6-4d4ff11e4a9b","runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","target":{"counterReportHash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","draftVersion":1,"evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1},"verdict":"approve","version":1},"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541"},"publication":{"committedAt":"2026-10-31T15:40:17.443Z","formalProposal":{"committedAt":"2026-10-31T15:40:17.443Z","draft":{"challengeId":"C036-CH1","claims":[{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e"],"id":"C1","kind":"fact","limitations":["Results are at lab/experimental scale under controlled 2 °C storage, not on commercial export consignments.","Abstract-level report only; film OTR/CO₂TR of the tested films is not stated in the retrieved excerpt."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-06465","relation":"author_of","subjectId":"R0976"}],"text":"Peer-reviewed work attributed to this researcher evaluated MAP of Serbian-grown raspberries at 2 °C over 14 days across three gas compositions, monitoring firmness, colour, soluble solids, titratable acidity and visual mould incidence plus Botrytis cinerea counts."},{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e"],"id":"C2","kind":"fact","limitations":["63% reduction is relative to control, so it does not imply sub-1% absolute mould incidence by day 14.","Sensor panel marketability at day 10 falls short of the company's 14-day target."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-06465","relation":"author_of","subjectId":"R0976"}],"text":"The reported raspberry MAP study found that a 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% relative to an ambient-air control and maintained firmness above commercial thresholds for 12 days versus 6 days in air, with sensory marketability at day 10 under optimal MAP."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009"],"id":"C3","kind":"fact","limitations":["The tray was mixed-berry, not raspberry-only 125 g rPET punnet geometry.","Film specification values are reported as study findings and cannot be transferred to the company's punnet without local verification."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","fieldPointer":"/keywords","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10216","relation":"author_of","subjectId":"R0976"}],"text":"Related work attributed to this researcher screened 12 commercial films differing in OTR and CO₂TR for mixed-berry trays at 2 °C and used finite-element gas-permeation modelling to confirm headspace trends and predict equilibrium under alternative fill weights; one film (OTR 3,800, CO₂TR 18,000 cm³/m²/day) kept headspace within acceptable ranges for three species and cut mould incidence 55% versus a polyethylene control."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109"],"id":"C4","kind":"fact","limitations":["Findings concern pre-cooling protocols at 2 °C experimental scale; applicability to the company's packing-house line is unverified.","Day-8 outcomes do not demonstrate day-14 performance."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10214","relation":"author_of","subjectId":"R0976"}],"text":"The researcher's raspberry MAP study also examined pre-cooling before sealing: forced-air cooling reached target core temperature in 38 minutes versus 210 minutes for room cooling, gave 14 hours earlier headspace O₂ equilibration, and was linked to significantly lower Botrytis incidence and better firmness at day 8; hydrocooling produced excess free moisture and calyx decay."},{"evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba"],"id":"C5","kind":"fact","limitations":["The stochastic framework is demonstrated on strawberries and total aerobic count; Botrytis-specific calibration on raspberries is separate.","Modelling addresses prediction and prioritisation, not film selection by itself."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","fieldPointer":"/abstract","objectId":"SYN-PUB-10215","relation":"source_field","subjectId":"SYN-PUB-10215"},{"evidenceId":"ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-10213","relation":"author_of","subjectId":"R0976"},{"evidenceId":"ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10215","relation":"author_of","subjectId":"R0976"}],"text":"Attributed work translates cold-chain data into shelf-life prediction: a 12-month digital-twin pilot on Serbian berry consignments flagged 88% of consignments later showing elevated spoilage with 9% false positives, and a Monte Carlo stochastic model propagating temperature variability from 180 monitored consignments covered 91% of observed outcomes, identifying mean transport temperature and door-opening frequency as the dominant variance drivers."},{"evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7"],"id":"C6","kind":"fact","limitations":["A textbook chapter is a methodological reference, not validation for FreshPak's specific punnet."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","fieldPointer":"/abstract","objectId":"SYN-PUB-10217","relation":"source_field","subjectId":"SYN-PUB-10217"},{"evidenceId":"ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-10217","relation":"author_of","subjectId":"R0976"}],"text":"A book chapter attributed to this researcher covers gas mass-balance modelling, film permeability selection, tray-geometry effects on headspace equilibration, and linkage of predictive microbiology to temperature-monitoring data, with a worked example of a forced-air pre-cooling and MAP line for a mid-sized raspberry exporter."},{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345"],"id":"C7","kind":"inference","limitations":["No retrieved evidence shows work on heat-sealed anti-fog lidding film on 125 g rPET shells or on micro-condensation control specifically.","Semantic support of evidence for this challenge is unassessed; fit is inferred from abstract-level content."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","fieldPointer":"/abstract","objectId":"SYN-PUB-10215","relation":"source_field","subjectId":"SYN-PUB-10215"},{"evidenceId":"ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345","fieldPointer":"/keywords","objectId":"R0976","relation":"profile_field","subjectId":"R0976"}],"text":"The combination of raspberry-specific MAP gas-mix results, film OTR/CO₂TR screening with permeation modelling, and temperature-driven Botrytis prediction plausibly covers the modelling gap FreshPak describes: converting measured OTR/CO₂TR and headspace data into a film specification for its 125 g rPET punnet at 2–4 °C."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230"],"id":"C8","kind":"inference","limitations":["The company's own two-season logs and two failed film grades are unexamined here; data quality is unknown."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","fieldPointer":"/abstract","objectId":"SYN-PUB-10218","relation":"source_field","subjectId":"SYN-PUB-10218"}],"text":"Because the identified evidence is experimental and modelling-based rather than a validated commercial 14-day packing-house protocol, the realistic contribution is a bounded film-specification and trial-design study, not a guaranteed one-percent mould outcome."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a"],"id":"C9","kind":"proposal","limitations":["Film candidates, data formats and lab-turnaround capacity must be confirmed with FreshPak.","Any timeline or number of candidate films is an assumption to agree, not a source fact."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","fieldPointer":"/abstract","objectId":"SYN-PUB-10217","relation":"source_field","subjectId":"SYN-PUB-10217"}],"text":"Proposed pilot contribution: use FreshPak's OTR/CO₂TR and headspace measurements plus its two seasons of temperature, humidity and inspection data to (1) estimate raspberry respiration-driven target atmosphere at 2–4 °C, (2) rank a small set of candidate lidding films by modelled steady-state headspace and Botrytis risk, and (3) co-design a compact simulated-transit trial matrix."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf"],"id":"C10","kind":"proposal","limitations":["Thresholds, replicates and consignment counts are proposals requiring agreement; the <1% day-14 target is the company's stated goal, not a demonstrated result.","Budget limits preclude a large external programme, so replicate counts may be constrained."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"}],"text":"Suggested milestones and go/no-go logic: baseline the current film and seal setting in simulated transit (mould incidence at day 9 and 14); measure headspace O₂/CO₂ and respiration for 1–3 proposed films; compare observed headspace against model predictions; proceed to a pre-season consignment check only if the best candidate meets an agreed mould-incidence and headspace-target threshold; otherwise revise the film or add pre-cooling/condensation measures."},{"evidenceIds":["ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0"],"id":"C11","kind":"fact","limitations":["No restriction blocks this topic, but the exact form of engagement (sponsored project, PhD co-supervision, consultancy terms) is not specified.","Profile-level industry experience is self-described and not independently detailed in evidence."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","fieldPointer":"/open_to","objectId":"R0976","relation":"profile_field","subjectId":"R0976"},{"evidenceId":"ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","fieldPointer":"/industry_experience","objectId":"R0976","relation":"profile_field","subjectId":"R0976"}],"text":"Participation conditions recorded on the profile are industrial PhD supervision and joint projects, and the profile states prior work with three fruit exporters on packaging trials."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230"],"id":"C12","kind":"inference","limitations":["These questions follow from source content as gaps, not from experimental data on FreshPak's product."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","fieldPointer":"/abstract","objectId":"SYN-PUB-10218","relation":"source_field","subjectId":"SYN-PUB-10218"}],"text":"Unresolved questions include whether the visible mould arises from field inoculum, pre-cooling delay, condensation, or atmosphere imbalance; how seal integrity and anti-fog film behaviour interact with micro-condensation on this rPET shell; and whether simulated transit will reproduce the real German/Netherlands destination outcomes."}],"draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","pair":{"companyId":"C036","researcherId":"R0976"},"poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","sections":{"constraints":[{"claimIds":["C9","C11"],"text":"Required inputs from FreshPak: the two current film grades and their measured OTR/CO₂TR, standard punnet geometry and fill weight, seal pressure range, two seasons of temperature/humidity logs and destination inspection reports, and lab time for headspace and seal testing. Engagement is limited to the researcher's lab and part-time involvement; no large external testing programme can be assumed given the stated budget."},{"claimIds":["C7","C8"],"text":"What remains outside the supported scope: heat-seal and anti-fog film behaviour, micro-condensation control in the 125 g rPET shell, compostable-material migration, and full commercial deployment or a contractual one-percent mould guarantee."}],"cooperationScope":[{"claimIds":["C9","C10"],"text":"Scope: a film-specification and trial-design project using FreshPak's lab (OTR/CO₂TR, headspace gas, seal strength) and historic shipment data, with milestones (a) translation of logs into a temperature/humidity profile, (b) modelled headspace and Botrytis risk ranking for a short candidate film list, (c) simulated-transit trial protocol and its execution, (d) pre-season consignment check."},{"claimIds":["C11"],"text":"Engagement form to agree: joint project and/or industrial PhD co-supervision, consistent with the researcher's stated openness."}],"summary":[{"claimIds":["C1","C3","C7","C8"],"text":"Dr. Jelena Marković (R0976) is a strong partial match for C036-CH1: her attributed work covers raspberry MAP gas composition for Serbian export, film OTR/CO₂TR screening with permeation modelling, pre-cooling effects on Botrytis, and temperature-driven shelf-life prediction on real Serbian consignments. This addresses the modelling gap and the film-specification translation the company lacks, but it does not by itself guarantee <1% mould at day 14; a bounded trial is the appropriate next step."}],"technicalRationale":[{"claimIds":["C1","C2"],"text":"Raspberry-specific evidence: a 5% O₂/15% CO₂ atmosphere cut Botrytis incidence 63% versus air and held firmness for 12 days at 2 °C, giving a defensible starting point for atmosphere targets."},{"claimIds":["C3","C6"],"text":"Film specification capability: 12-film OTR/CO₂TR screening with finite-element gas-permeation modelling shows a method to convert measured permeability and headspace data into a candidate specification, matching the company's stated need to translate OTR/CO₂TR numbers into a film grade."},{"claimIds":["C4"],"text":"Condensation and pre-cooling: evidence on forced-air versus room cooling and hydrocooling links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis."},{"claimIds":["C5"],"text":"Cold-chain data use: existing work ingesting temperature/humidity streams into Botrytis-relevant prediction models indicates usable methodology for FreshPak's two seasons of logs and destination inspection reports."}],"unknowns":[{"claimIds":["C12","C8"],"text":"Open questions: which factor dominates visible mould (field inoculum, pre-cooling delay, condensation, atmosphere imbalance); how anti-fog chemistry and seal integrity interact with condensation; whether simulated transit reproduces German/Netherlands destination outcomes; and whether any candidate film can reach <1% at day 14 within budget."}],"validation":[{"claimIds":["C10","C2","C3","C4"],"text":"Baseline: current lidding film and seal pressure run in the simulated-transit protocol, recording visible Botrytis incidence at days 9 and 14 and headspace O₂/CO₂. Candidate films are measured the same way, with model-predicted versus observed equilibrium gas composition compared per film and fill weight. Go/no-go: advance to the pre-season consignment check only if the best candidate reaches the agreed mould-incidence threshold and its observed headspace trend is consistent with the model; otherwise revise film, seal setting or pre-cooling before the season deadline."}]},"version":1},"id":"proposal_4f61dda1-5656-43ec-b84a-26aa80abd541","mode":"research","pairKey":"C036:R0976","reviewHash":"d754c4b0ffc7a81352a1d8dfbdba643389f58ba39fa2d6dfa3398175f846729e","reviewId":"review_2c0877cb-fa7e-4ed9-84a6-4d4ff11e4a9b","runId":"4f61dda1-5656-43ec-b84a-26aa80abd541"},"format":"canonical-json-draft-v1","mode":"research","proof":{"actor":{"agentId":"d8e13181-b960-4392-9153-ccbd10b03531","attempt":1,"contextId":"cbbe6c7d-6039-4c8b-8f2c-18df44373fed","role":"critic","taskId":"00dd42a6-f451-4767-b29f-232bf21604c7"},"evidence":[{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Mixed-berry trays combining raspberry, blueberry, and blackberry are commercially attractive but present packaging engineering challenges because each species has a distinct optimal modified atmosphere range and a different respiration rate at equivalent temperatures. This study evaluated 12 commercially available polymeric packaging films differing in oxygen transmission rate (OTR) and carbon dioxide transmission rate (CO₂TR) for their suitability in MAP of mixed-berry trays stored at 2 °C. Headspace equilibrium gas compositions were measured at 24-hour intervals over eight days and compared against species-specific target ranges determined from prior single-species trials. Microbiological and firmness data were collected at four-day intervals. A film with OTR of 3,800 cm³/m²/day and CO₂TR of 18,000 cm³/m²/day delivered headspace conditions within acceptable ranges for all three species simultaneously and reduced mold incidence by 55% relative to a standard polyethylene control. Finite element modelling of gas permeation through the film was used to confirm experimental headspace trends and to predict equilibrium under alternative tray fill-weight scenarios. 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This experimental study examined three pre-cooling protocols — forced-air cooling at 2 m/s, hydrocooling at 1 °C, and room cooling as control — applied to raspberry punnets subsequently sealed under a 5% O₂/15% CO₂ MAP at 2 °C storage. Headspace gas composition was monitored at 0, 6, 12, 24, and 48 hours post-sealing using an inline gas analyzer. Fruit core temperature profiles, firmness, respiration rate (CO₂ evolution), and drip loss were recorded throughout a 10-day storage trial. Forced-air cooling achieved target core temperature in 38 minutes compared to 210 minutes for room cooling, and resulted in target headspace O₂ equilibration 14 hours earlier than the room-cooled control. Faster equilibration was associated with significantly lower Botrytis incidence (p < 0.01) and superior firmness retention at day 8. Hydrocooling achieved comparable equilibration speed but introduced elevated free moisture that promoted calyx decay. 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Three gas compositions — 5% O₂/15% CO₂/80% N₂, 10% O₂/10% CO₂/80% N₂, and ambient air control — were evaluated at 2 °C storage over a 14-day period. Quality parameters including firmness, color (L*, a*, b*), soluble solids content, titratable acidity, and visual mold incidence were monitored at two-day intervals. Microbiological analyses targeted total aerobic counts and Botrytis cinerea colony formation. Results demonstrated that the 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% relative to control and maintained firmness above commercial acceptability thresholds for 12 days compared to 6 days in ambient conditions. Sensory panel scores for color and texture confirmed marketability at day 10 under optimal MAP conditions. The findings provide actionable gas-mix specifications for exporters shipping raspberries to Central European markets, and establish a data foundation for integrating MAP parameters into predictive shelf-life models. 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This paper reports a feasibility study for implementing sensor-based dynamic remaining shelf-life (RSL) labelling on raspberry and blueberry consignments exported from Serbia. Time-temperature indicator (TTI) labels from two commercial suppliers were benchmarked against data-logger-calibrated predictive model outputs for Botrytis growth and total aerobic count across 24 simulated and 16 real export consignments. TTI colour-response kinetics were characterised at 0, 4, 8, and 12 °C and integrated into an RSL calculation algorithm using an Arrhenius-based temperature dependence model. Agreement between TTI-derived RSL and model-derived RSL was within ±1.2 days for 79% of consignments, which was deemed commercially acceptable by participating exporters. A cost–benefit analysis estimated that TTI-based RSL labelling could reduce consignment rejection rates at destination by 18–24%, yielding a positive return on investment for exporters operating above 50 tonnes per season. Regulatory and labelling compliance considerations under EU food law are discussed, along with the data requirements for formal TTI validation. The study supports the case for piloting RSL labelling in the Serbian berry export sector as part of a broader cold-chain quality assurance programme.","excerptSha256":"ac580056d9fe7881171d308d34684af5e9a20ac6f7a2593efcb8675e6d07230f","id":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-10a458ce51baca669acc28dd66245beaa4d20202354bfd42d7fd652ca4b053fe","recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"shelf life\",\"modified atmosphere packaging\",\"berries\",\"cold chain\",\"predictive models\"]","excerptSha256":"040c8c31d5ac0b4d6dce04957a055dfd188615795c60829ea3f48e587c0a1916","id":"ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345","recordSha256":"58815a4ee59d8f4e66d687ad4b14102555e207f7d6092dcf383dbc52e14691ef","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/975"},"recordId":"R0976"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-44c106fdc46c8b16bb6648441e2769043ac23bdaf036364dc3905429d72b99e3","recordSha256":"58815a4ee59d8f4e66d687ad4b14102555e207f7d6092dcf383dbc52e14691ef","source":{"derivedRecordId":false,"fieldPointer":"/id","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/975"},"recordId":"R0976"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Active packaging systems incorporating volatile antimicrobial agents derived from plant extracts represent a promising complement to conventional modified atmosphere packaging (MAP) for fresh blueberries. This study assessed the efficacy of sachets containing encapsulated thymol and carvacrol — sourced from wild thyme and oregano — integrated into clamshell packaging under a 5% O₂/15% CO₂ atmosphere at 2 °C. Blueberry quality was monitored over 18 days for firmness, total anthocyanin content, weight loss, and microbiological load (total aerobic count and Botrytis incidence). Active MAP sachets reduced total aerobic counts by 1.8 log CFU/g relative to passive MAP controls at day 12 and delayed visible mold onset by four days. Anthocyanin retention was significantly higher in active MAP treatments (p < 0.05), suggesting a secondary antioxidant protective effect. Consumer acceptability scores obtained through a 40-member sensory panel confirmed marketable quality at day 14 for saline-active MAP versus day 10 for passive MAP controls. Migration testing confirmed that thymol and carvacrol residues in fruit tissue remained below European regulatory thresholds. This work demonstrates the practical feasibility of combining MAP gas composition with natural antimicrobial active elements for export-grade blueberry packaging.","excerptSha256":"8b6a900bde93f656e0c8a3c04ca9879c0f4be5a1dd313f68f0d82a0811926c3a","id":"ev-04978591efe06b065ca8403a0f1b4fc0dc7b958a60c208dab5779b6f94cee84a","recordSha256":"23e399fdefda87040438bd7f66218f26aec200030b1277b8370d526f3546c50e","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10212},"recordId":"SYN-PUB-10212"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-0e4a4867a45db089432441111b721e257bbc4caaeeb5a29e1f68e487c94313ec","recordSha256":"23e399fdefda87040438bd7f66218f26aec200030b1277b8370d526f3546c50e","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10212},"recordId":"SYN-PUB-10212"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"time-temperature indicator\",\"remaining shelf life\",\"dynamic labelling\",\"berries\",\"cold chain\",\"Arrhenius model\"]","excerptSha256":"fab9977b3c1b40d97a481ec73c031d2821d8f4995b68d331c6461a9769498b41","id":"ev-49da3333be210cf43ac06a4acd39e7d77b865135e83c69068f981120e8dd3d50","recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Sensor-based remaining shelf-life labelling for berry exports: a feasibility study","excerptSha256":"899af40f3abe10fb401f35271734febb4386c072ada276bb76841e913491594c","id":"ev-992c26151b8abe62962c755a231e48427eb4c1eeaf35b10ea40a54ec428c53a2","recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Digital twin frameworks — virtual replicas of physical supply chains updated by real-time sensor data — offer a new paradigm for proactive spoilage management in perishable food logistics. This paper describes the integration of validated predictive microbial growth models for Botrytis cinerea and total aerobic bacteria into a digital twin architecture developed for Serbian berry cold-chain operations. The system ingests temperature and relative humidity streams from IoT sensors placed within refrigerated transport units and storage rooms, feeding real-time inputs into a model library calibrated for raspberry, blueberry, and strawberry substrates. A graphical dashboard presents logistics managers with dynamically updated remaining shelf-life estimates and spoilage risk scores for each consignment. A 12-month pilot deployment covering four exporting companies and 240 consignments demonstrated that digital twin alerts correctly flagged 88% of consignments subsequently confirmed to exhibit elevated spoilage at destination. False-positive rates were 9%, attributed primarily to anomalous sensor placement near evaporator coils. Integration with enterprise resource planning (ERP) systems for automated re-routing decisions is discussed as a near-term development pathway. The study establishes a reproducible blueprint for deploying predictive microbiology within commercial cold-chain digital twin platforms in the Serbian fruit export sector.","excerptSha256":"d734b5ca4ce8ffc44699c97ceae090e1037e40ab98738581e95eb1d33f8a23f4","id":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","recordSha256":"d874e169e3547d807aff2bd4aef3057a4090e49184550f612b3edec2810f7f2d","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10213},"recordId":"SYN-PUB-10213"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","recordSha256":"d874e169e3547d807aff2bd4aef3057a4090e49184550f612b3edec2810f7f2d","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10213},"recordId":"SYN-PUB-10213"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Deterministic predictive models assume fixed temperature inputs, which rarely reflect the stochastic nature of real-world cold-chain environments. This study presents a stochastic modelling framework for predicting the remaining shelf life of fresh strawberries under realistic fluctuating temperature conditions. A Monte Carlo simulation approach was applied to propagate uncertainty in temperature distribution parameters — derived from 180 sensor-monitored consignments — through a validated secondary model for total aerobic count growth on strawberry. Output distributions of predicted shelf life were compared against observed microbiological end-point data from the same consignments. The stochastic model significantly outperformed its deterministic equivalent in capturing the spread of observed outcomes, with prediction intervals covering 91% of empirical data points. Sensitivity analysis identified mean transport temperature and frequency of door-opening events as the two variables contributing most to shelf-life variance. A simplified probabilistic shelf-life index (PSI) was derived for use by quality managers without specialist modelling expertise. The framework is applicable to other soft fruits and other pathogen or spoilage organism combinations, provided primary growth data are available. This work advances the practical deployment of quantitative risk-informed decision-making in Serbian berry export supply chains.","excerptSha256":"e9bfd0d79c866489679058b5e6ecaa4ac8518fa379a47d68046f5159e6da91e3","id":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","recordSha256":"5c74867f20e535bb4a0422248a3ad79ab92d35715e5a407fcfd347bb16bce2f1","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10215},"recordId":"SYN-PUB-10215"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba","recordSha256":"5c74867f20e535bb4a0422248a3ad79ab92d35715e5a407fcfd347bb16bce2f1","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10215},"recordId":"SYN-PUB-10215"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This book chapter provides a comprehensive treatment of the engineering principles underpinning postharvest preservation of fresh horticultural products, with emphasis on modified atmosphere packaging and cold-chain management. The chapter opens with a review of the biochemical and microbiological deterioration mechanisms that govern shelf life in soft fruits, including ethylene-mediated ripening, oxidative browning, and fungal pathogen proliferation. It then develops the engineering framework for MAP system design, covering gas mass balance modelling, film permeability selection, and tray geometry effects on headspace equilibration dynamics. Cold-chain management is addressed through the lens of predictive microbiology, explaining how primary and secondary models can be linked to temperature monitoring data to generate real-time shelf-life estimates. A section on supply chain integration discusses how MAP and predictive modelling tools can be embedded in digital logistics systems. Case studies drawn from Serbian berry export operations illustrate the translation of laboratory models into operational practice, including a worked example of a forced-air pre-cooling and MAP line for a mid-sized raspberry exporter. The chapter concludes with a forward-looking discussion of emerging active packaging technologies and AI-assisted cold-chain optimisation. It is intended for graduate students and food industry engineers seeking a practically oriented reference.","excerptSha256":"d1bd207b7c82a5f0fcade3107a7d409f7f2a9fc2b50d664031d3864646bef950","id":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","recordSha256":"36e208123d133795c3db6ba805aaf0de081431889a4d797e1233ee69141bacc1","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10217},"recordId":"SYN-PUB-10217"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7","recordSha256":"36e208123d133795c3db6ba805aaf0de081431889a4d797e1233ee69141bacc1","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10217},"recordId":"SYN-PUB-10217"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"industrial PhD supervision\",\"joint projects\"]","excerptSha256":"e9c7eb80b9da1cfbe0a8a66bfae569634b486739d9185abbf1ef6d812705e2c7","id":"ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","recordSha256":"58815a4ee59d8f4e66d687ad4b14102555e207f7d6092dcf383dbc52e14691ef","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/975"},"recordId":"R0976"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Worked with three fruit exporters on packaging trials.","excerptSha256":"1623adf073c17173188d1a74f7b8c7e76614e7186caa07c28835fd5f8a1af2de","id":"ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","recordSha256":"58815a4ee59d8f4e66d687ad4b14102555e207f7d6092dcf383dbc52e14691ef","source":{"derivedRecordId":false,"fieldPointer":"/industry_experience","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/975"},"recordId":"R0976"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"The effect of oven ageing at 80 °C for periods of 0, 7, 14, 21 and 28 days on the properties of two mLLDPE cast films was investigated to assess fitness for shelf-life-extended food packaging. Films were evaluated by DSC (crystallinity, melting peak), tensile testing (yield stress, elongation at break), and seal strength at a fixed jaw temperature of 115 °C. After 28 days, crystallinity increased by 3.1–4.7 percentage points in both grades, consistent with post-crystallisation. Yield stress rose by 8–12 %, while elongation at break declined from 620 % to 490–530 %, indicating embrittlement. Seal strength dropped by 12–17 % relative to the unaged films, attributed to increased crystallinity at the film surface reducing interdiffusion during sealing. Oxidation induction time measured by DSC-OIT at 200 °C under oxygen remained above 25 min for both grades after 28 days, indicating that the primary antioxidant package was not depleted. The results suggest a conservative shelf life of 18 months for sealed rolls stored below 35 °C.","excerptSha256":"d916b7f64375073c0bbe3ed30a66f8e17a508419892034ce5a9cdb8834dbc402","id":"ev-971e9c4504f4a0ce11b0b18537540fc257d9c11afd1b43e4cc9d8e35b12529df","recordSha256":"105d33946a6cac02590bac3ca77bcc5d3d0913b1ac5f02e427892ed677818aee","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8000},"recordId":"SYN-PUB-08000"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-b6121bcedbe395fd3caccae4ac05a2f664396af5b97e4c9c9e7c374cc9fd008c","recordSha256":"105d33946a6cac02590bac3ca77bcc5d3d0913b1ac5f02e427892ed677818aee","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8000},"recordId":"SYN-PUB-08000"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"heat-sealable films\",\"metallocene polyolefins\",\"seal-layer formulation\",\"VFFS packaging\",\"thermal processing window\",\"rheological characterisation\",\"polyolefin blends\",\"sealing temperature range\",\"multilayer film extrusion\",\"film thickness optimisation\"]","excerptSha256":"a67c46b2752053a312a8086123e2c4fe1698934da1a9d481817cbb3bb041eeff","id":"ev-747f118ce0011752867eb9927f8b78e3401ce3a8f4c51062219dbfc2e1d84841","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-82cda35b5e00981edc68068dbbe208e45d149330c37e666d5658ed8bf5ef9d90","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/id","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A two-dimensional transient finite-element model of heat transfer from flat seal jaws through a multilayer OPP/tie/mLLDPE film stack was developed and validated against thermocouple measurements embedded in films at 0.1 s time resolution. Film layer thermal conductivities were taken from the literature (mLLDPE: 0.35 W/m·K; OPP: 0.22 W/m·K); jaw face temperature was set to experimentally measured values between 110 and 135 °C. Model predictions of seal-interface temperature matched experimental values with a mean absolute error of 1.8 °C across 48 test conditions. Simulations were then used to assess how jaw pressure (0.1–0.5 N/mm²) and dwell time (0.2–0.8 s) influence the time spent above the seal-initiation temperature of 97 °C at the film interface. Results show that for jaw temperatures at or below 115 °C, reducing dwell time below 0.35 s prevents the interface from reaching SIT even at maximum jaw pressure. The model provides a practical tool for setting sealing parameters without exhaustive trial runs.","excerptSha256":"a5c0eee05ea372d96d5a6754bd50d35e9a2002baf044fff625dd8229aae74df1","id":"ev-c628a2c79e9fd2ef14da9af311a67757db20870964f3f662eff4eea00a4439bb","recordSha256":"7b060ca88e9a474d0748210d0ba51717794050065bdec7cec13e0a8161c6fc73","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8003},"recordId":"SYN-PUB-08003"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-41623446acbb287753741b9603711d6f5a851b8b24ed27cf8fdad38d7d5c9557","recordSha256":"7b060ca88e9a474d0748210d0ba51717794050065bdec7cec13e0a8161c6fc73","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8003},"recordId":"SYN-PUB-08003"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Seal-Layer Blend Composition for Heat-Sealable Cast Polyolefin Films with Reduced Seal-Initiation Temperature","excerptSha256":"0b518d10b67deab32d68a9307493d67e7252e0bd2a7963540532ca3b7d413f5b","id":"ev-3b375aedd011472594e661aea69c6cf6f96d01e64a20a56c103a476113f017f9","recordSha256":"35ff827de33e3e53fd3891862f601c1bfb0739054a2b2a72458ce87de15793e9","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/53"},"recordId":"SYN-PAT-054"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-1ecd1ba751cd297a31a02bb31170ceb68a4cb6f65a3f71af399c21b9a32e71ec","recordSha256":"35ff827de33e3e53fd3891862f601c1bfb0739054a2b2a72458ce87de15793e9","source":{"derivedRecordId":false,"fieldPointer":"/inventors/0/researcher_id","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/53"},"recordId":"SYN-PAT-054"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This paper reports a formulation development exercise carried out with a regional flexible-packaging converter. The target was to lower the required jaw temperature on a 300 bags/min VFFS line from 125 °C to below 110 °C without reducing seal strength below 25 N/25 mm or compromising hot-tack performance. Starting from a commercial 40 µm mLLDPE monolayer film, two modifications were evaluated: (i) partial substitution of the mLLDPE base resin with a 1-octene-based very-low-density polyethylene (VLDPE, density 0.900 g/cm³) at 10–25 wt%, and (ii) increasing seal-layer thickness from 40 to 50 µm in a three-layer coextrudate with OPP and tie. VLDPE addition at 20 wt% lowered SIT by 9 °C and enabled 26 N/25 mm plateau seal strength at 108 °C. Increasing film thickness to 50 µm without VLDPE gave a 5 °C SIT reduction. The combination of 20 wt% VLDPE and 50 µm gauge achieved a usable sealing window of 106–138 °C, a 32 °C range versus 18 °C for the commercial film. Line trials on a production VFFS machine confirmed seal integrity of filled pouches under 1.5 bar air pressure.","excerptSha256":"500470ca3046ced29acd513c79c1c3052437b79c337243ab63b56ff34ad8c57c","id":"ev-3f0f3b404c8b4f15881111c810cb9da489479f5304cfa0a95bfce49d50da65c8","recordSha256":"2b54b1c4471597aba9e53e300984a73783ce45f066e2d0d8d4d87ad7782e4178","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8004},"recordId":"SYN-PUB-08004"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-6f9fcc520f631c214ed5f3f505a71edeedf047ac2645b1fa549e703c0a574e3b","recordSha256":"2b54b1c4471597aba9e53e300984a73783ce45f066e2d0d8d4d87ad7782e4178","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8004},"recordId":"SYN-PUB-08004"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"The project investigated the relationship between seal-layer formulation variables—resin type, comonomer content, blend ratios, and film thickness—and the achievable thermal processing window on VFFS packaging lines running at up to 300 bags/min. Work was conducted across four tasks: rheological and thermal characterisation of candidate resins; cast-film extrusion trials on the laboratory line at the Faculty of Technology; heat-seal testing using a gradient sealer and a laboratory VFFS unit; and statistical modelling of composition–property relationships using RSM. The project produced seven publications and validated two target formulations with an industrial partner. A trained PhD student and two master's students were involved. Equipment procured under the project included an updated hot-tack tester and an ATR-FTIR accessory.","excerptSha256":"31c2e984a7a5bbf0c820fd7a658e43b83270f06156347bac64095ccf7862dd04","id":"ev-ce988d228dbd64fad02a0c9a7861a6c99ca81a6edc2de05ca0901ca9a36ed771","recordSha256":"146f2511fec9623ce2d732ca21dd2b2052bb54263edd9fe0e1cbca478806b92a","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/585"},"recordId":"SYN-PRJ-0586"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-a909b00b744add6120d52be56f9c4e6f546e2779db9864ceac0cd1d538610288","recordSha256":"146f2511fec9623ce2d732ca21dd2b2052bb54263edd9fe0e1cbca478806b92a","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/585"},"recordId":"SYN-PRJ-0586"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Two standard seal-quality tests—the 180° peel test and the differential pressure burst test—were applied to heat-sealed pouches made from OPP/tie/mLLDPE films sealed across a jaw temperature range of 95–140 °C. For each jaw temperature, 20 pouches were prepared and tested by both methods. Peel force data and burst pressure data were analysed for correlation and for their ability to discriminate between adequate and inadequate seals. The two methods agreed in classifying seals above 110 °C as acceptable (peel ≥ 25 N/25 mm; burst ≥ 180 kPa), but diverged in the 100–109 °C zone, where 7 of 20 pouches passed the burst test but failed the peel criterion. Root-cause analysis by SEM cross-section showed incomplete interdiffusion at the seal interface in those pouches. Repeatability expressed as coefficient of variation was 5.8 % for peel and 9.2 % for burst across all jaw temperatures. The peel test is recommended as the more conservative acceptance criterion for VFFS applications handling liquid or particulate products.","excerptSha256":"bbca639909163f9310dc3047278f3118b64adecc08baa97f455a16548794b9b6","id":"ev-33c195708ff2fff797fab49701f06c57efdc90f726a2d059be7220ed7c30c83d","recordSha256":"7ce0780e242c174ca084c7d15037939bea4f7c4334bbf0cf64cadef6667fa990","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7489},"recordId":"SYN-PUB-07489"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-6e615ea5162cae9bcf6c6593626786e9d695ab934626fab9e67f96ff4810b662","recordSha256":"7ce0780e242c174ca084c7d15037939bea4f7c4334bbf0cf64cadef6667fa990","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7489},"recordId":"SYN-PUB-07489"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"seal-layer thickness\",\"OPP laminate\",\"hot-tack window\",\"gradient heat-sealer\",\"multilayer film\"]","excerptSha256":"d46c32d69571552fbab26a97ad9959c65b8cf1170f0f97f7488a53f6be5e7916","id":"ev-1f3158ffd5c6e5ca075db4573a2333cbf49448c16a8d78d04f09f0556de36956","recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-ecaf569acba30fad324c455e474ceefbf2e0979d644b8b95332d6dfe127df517","recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A blend composition for the seal layer of cast polyolefin films comprising 65–80 wt% metallocene linear low-density polyethylene with 1-octene comonomer, 15–25 wt% very-low-density polyethylene with density in the range 0.895–0.905 g/cm³, and 5–10 wt% low-density polyethylene with melt flow index below 1.0 g/10 min. The composition achieves a seal-initiation temperature below 100 °C at standard jaw conditions (0.3 N/mm², 0.4 s) and a plateau seal strength above 27 N/25 mm, providing a usable sealing window of at least 30 °C. Applicable to monolayer films and as the seal layer of coextruded or laminated multilayer structures for VFFS packaging.","excerptSha256":"835a666e9ac79da4fccebba10dc97402858a120fe978f0fdbad2e67cdca946b3","id":"ev-c2b63609bd5ddc802f790216e9241abdbd10ee94841ef00c909ee43a281f81d2","recordSha256":"35ff827de33e3e53fd3891862f601c1bfb0739054a2b2a72458ce87de15793e9","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/53"},"recordId":"SYN-PAT-054"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Three-layer films with an oriented polypropylene (OPP) structural layer, an adhesive tie layer, and an mLLDPE seal layer were produced by lamination. Seal-layer thickness was varied at 10, 15, 20, 25 and 30 µm while total film gauge was held at 60 µm. Sealing experiments were conducted on a laboratory gradient heat-sealer over a 85–140 °C jaw temperature range; dwell time was fixed at 0.4 s and jaw pressure at 0.25 N/mm². Seal strength and hot-tack force were measured. Films with 20 µm seal layers achieved plateau seal strength of 31 N/25 mm and maintained hot-tack force above 6 N/25 mm over a 28 °C window (108–136 °C). Reducing the seal layer to 10 µm narrowed the hot-tack window to 16 °C and lowered plateau seal strength to 22 N/25 mm; increasing to 30 µm provided no significant benefit. Optical microscopy of cross-sections confirmed nominal thicknesses within ±1.5 µm. The 20 µm seal layer is proposed as the practical optimum for this film construction.","excerptSha256":"383cef8de662e01029f6bd9922a320026543940d638ff5469cfc2b30dd68ee16","id":"ev-2269bbe3f5aa940da5f964104364eb277e5ce5bcc3cf573ad76642097d323b33","recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Seal-initiation temperature (SIT) is a primary determinant of packaging line throughput on vertical form–fill–seal machines. This work compared cast films produced from four mLLDPE resins differing in comonomer type (1-butene, 1-hexene, or 1-octene) at constant density (0.918 g/cm³) and melt flow index (2.0 g/10 min). Films of 40 µm nominal thickness were extruded on a laboratory cast-film line and sealed over a 90–135 °C range at 0.3 N/mm² and 0.5 s dwell time. Seal strength was measured by 180° peel on a tensile tester. The 1-octene grade yielded the lowest SIT (97 °C) and a plateau seal strength of 28 N/25 mm, compared to 108 °C and 22 N/25 mm for the 1-butene grade. DSC melting profiles correlated well with the observed SIT differences. Hot-tack measurements at 500 mm/s jaw separation confirmed that 1-octene resins provide a 14 °C wider hot-tack window, relevant for high-speed filling lines.","excerptSha256":"437b1950da47b8cca71a5ddd8a2bdf8a4a84579e49af06ba34f15d4f55cd6f7f","id":"ev-b6d880f12a644beb905ad69e18b897688c1788b0be1102671853df56fe8ee74d","recordSha256":"0f126ea1d190978c19ec86c286addfa60173a64d9e304dc3fd7df70713ed58d8","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7997},"recordId":"SYN-PUB-07997"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-20836d4e07d3829d75bbf1d985f8d40946ec28f8977ce774fc8106582cf2948d","recordSha256":"0f126ea1d190978c19ec86c286addfa60173a64d9e304dc3fd7df70713ed58d8","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7997},"recordId":"SYN-PUB-07997"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A cross-border collaboration between the Faculty of Technology Novi Sad and the Department of Plastics Technology at Budapest University of Technology, co-funded under Interreg IPA. The project addressed gaps in the regional packaging film industry by developing shared test protocols for heat-seal quality assessment and transferring extensional rheology measurement competence to the Serbian side. Grbić led Work Package 2, covering heat-seal and hot-tack testing protocol harmonisation and the comparative study of 180° peel versus burst test methods. Joint workshops were held in both Novi Sad and Budapest. A shared database of polymer melt rheology and seal-performance data was compiled and made available to packaging SMEs in both countries.","excerptSha256":"6225bf797945f2bcfa51106483ce9166f6521f9c7b94ee742a499e64d8e1941a","id":"ev-54cd4a0b0718b243c1cfda34c67eaa0da7343815b471e281ed488ffe246b0847","recordSha256":"6310513200e948d02ce12e77a88979b00d4264ce36f9ece43aa7ccb2a2ef1d4e","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/586"},"recordId":"SYN-PRJ-0587"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-84d11774d2fd918d254eaefc8c88a8f1235c48d2b03bf8dba3e7506163b79fa5","recordSha256":"6310513200e948d02ce12e77a88979b00d4264ce36f9ece43aa7ccb2a2ef1d4e","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/586"},"recordId":"SYN-PRJ-0587"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Grbić has expressed a preference for collaborations that can access production-scale extrusion equipment, as the laboratory cast-film line is limited to 45 mm screw diameter and cannot replicate all industrial conditions. He is not currently on sabbatical and is available for new project discussions.","excerptSha256":"cd866fe1b95670d3dd57a2067a2962ba0ddb439e9d5596b0f1b6623400d44d5f","id":"ev-9aa92ad8d913cab75cadcafd21e33af2f572300b92e3ea54fcd49d17b7e6fb09","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/notes","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"contract research on seal-layer formulation and optimisation\",\"industrial PhD supervision\",\"equipment access (cast-film line, heat-seal tester, Brabender plastograph, capillary rheometer)\",\"student internships from packaging industry partners\",\"consulting on VFFS packaging line qualification and sealing parameter setting\",\"joint project proposals with packaging film converters or resin suppliers\"]","excerptSha256":"e11f6f9f466a7857fb1ce38cdd179374a9fa6b230f0d6c8d41da526f3af71b65","id":"ev-0f76fc551c7fff48111384f0419855110c947650cba69882948b29ebf5dbd140","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Grbić collaborated with a regional flexible-packaging converter (FlexoPak d.o.o.) over three years on production-scale validation of seal-layer formulations developed in the laboratory, including line trials on a commercial VFFS machine. He has provided informal technical consulting to two other packaging companies in Vojvodina on heat-seal troubleshooting.","excerptSha256":"b02078df70922f81c5029e688875e5fea8888cf87152248d9b89e67dbfd1a81e","id":"ev-df3244617cfc4d914dc617998832c9fba7700d82684346ecbc16e22e8177b953","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/industry_experience","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A two-dimensional finite-difference model was developed to simulate transient heat and moisture transfer in a sealed steel enclosure containing a heat-dissipating printed circuit board. The model couples Fourier conduction through the walls with Fickian vapour diffusion and accounts for condensation on internal surfaces when local temperature drops below the dew point. Internal heat generation was set at 5 W, representing a typical low-power controller unit. Simulations were run for a 24-hour diurnal ambient profile representative of a Pannonian autumn day. Results showed that condensation first occurred on the lower half of the front panel after approximately 17 minutes of rapid external temperature drop at −1.2 °C/min. Increasing the initial internal air volume by 30 % by deepening the enclosure reduced condensation onset time by only 4 minutes, while adding a 2-g silica-gel desiccant delayed onset by 38 minutes. The model was validated against thermocouple and humidity logger measurements from a physical enclosure subjected to a controlled temperature ramp in a climate chamber.","excerptSha256":"0693899c48827976924d23fc2ba7dd72b76b555f88fa1569e03f09cc23ad7378","id":"ev-1d1cb62fcaf9180140964a9614d45faf39dab9ecd125e2871b4590068b77f69e","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-aacdb99a8471da4a306efd4b5f466038fa38a798ec71edc340d45826d38abec6","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Numerical simulation of condensation risk inside sealed electromechanical enclosures using a coupled heat-moisture transfer approach","excerptSha256":"e51b19a75a42d9f472f35e7f6631c489ad8ae5c64671473e28eeb9a8e5bd29ce","id":"ev-69d781bf772c35a00ed8644dc01409b67af9c6deff1f319f574ddf0fdd65c3ea","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Modelling Moisture Transport and Condensation Risk in Sealed Enclosures for Low-Voltage Infrastructure","excerptSha256":"8961d1362b936aee62ab9ef7629422c9087f30f7f58bd53cdb8ba407349e14f5","id":"ev-0f326969ca08f5b186dd9892cccafd1804daa61b7e13a159c2cccf08236069ce","recordSha256":"1eff90a59c5f78a357fe2a990ec0952b7d67e911776edc9bf7c951de04c30f8f","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/360"},"recordId":"SYN-PRJ-0361"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-3533aa5d6c7d68f7917e85f7a0a1659c727f342ed320b8c6cd7b498a59e83fc4","recordSha256":"1eff90a59c5f78a357fe2a990ec0952b7d67e911776edc9bf7c951de04c30f8f","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/360"},"recordId":"SYN-PRJ-0361"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Four commercial IP54-rated steel enclosures were instrumented with capacitive humidity sensors inside and outside, and temperature sensors at the wall mid-plane and external surface. They were mounted on a south-facing outdoor test rack in Novi Sad from March to October 2013. Internal relative humidity tracked external daily temperature cycles with a phase lag of approximately 3–4 hours. Total cumulative moisture ingress over the measurement period ranged from 4.2 to 7.8 g per enclosure, varying with seal type and mounting orientation. A one-dimensional transient diffusion model driven by measured vapour-pressure gradients reproduced the seasonal trend with a mean absolute error below 12 % when an effective diffusivity of 3.1 × 10⁻¹² m²/s was used for the compressed gasket region. The model indicates that horizontal lid orientation with a downward-facing seal gap reduces ingress by approximately 35 % compared with vertical orientation.","excerptSha256":"32bc6706a71b19ba8e1df655caa343c4d482dba5b7aaefed99afbc60445e35cc","id":"ev-1736659011644c5889f660fa37a4e9ef426a248de45b5ff77ee53776132ddd3c","recordSha256":"4036e57309b7d484aa3c4a31bd6506b74fde87f03075a9c4ca8fef2966845c8b","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9816},"recordId":"SYN-PUB-09816"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-2207c5d6f41b69b64051216c679011de3c50ca3ed1f3e190e3d226835fe63bf2","recordSha256":"4036e57309b7d484aa3c4a31bd6506b74fde87f03075a9c4ca8fef2966845c8b","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9816},"recordId":"SYN-PUB-09816"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Foam-in-place (FIP) polyurethane gaskets applied to twelve sheet-metal electrical cabinet covers were compared with die-cut EPDM strips on twelve matched cabinets over a 36-month outdoor exposure period in a semi-urban environment near Novi Sad. Both cabinet populations were inspected every six months for visual defects, and sample gaskets were removed annually for laboratory compression-set and Shore A testing. FIP gaskets maintained lower compression-set values (mean 17 % at 36 months) compared with EPDM strips (mean 29 %), and showed less dimensional variability across the bead cross-section. However, four FIP samples exhibited adhesion loss at corners after 24 months when substrate surface preparation was below the specified cleanliness grade. Internal humidity loggers showed that cabinets with FIP gaskets experienced 11 % fewer condensation events over the monitoring period. Cost-benefit analysis incorporating material, application labour, and seal replacement is also presented.","excerptSha256":"7e7f1d7a92a761fbc73c9f04bda8334db3c562e7a4aacb7e87c8fff14464a69b","id":"ev-8b50f299520730b72484c13f7e0b9da24ace263431119d1b2c38b858bcaa573d","recordSha256":"82a714587bc258eeaa681999a7d39a4e4b575820bd2ac85b033ffd7dedaff10b","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7810},"recordId":"SYN-PUB-07810"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-9a847d63065cc1ffb1e18ebdec0b3c74a2bb7036c2917c2f768d3e3cbeea287e","recordSha256":"82a714587bc258eeaa681999a7d39a4e4b575820bd2ac85b033ffd7dedaff10b","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7810},"recordId":"SYN-PUB-07810"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Fourteen silicone O-rings were removed from photovoltaic string combiner boxes that had been in service for approximately five years at three sites across Vojvodina. Visual inspection, Shore A hardness testing, tensile testing, thermogravimetric analysis, and SEM imaging were performed on extracted seals and compared with unused reference samples from the same production lot. Average hardness increased by 9 Shore A units, elongation at break decreased by 31 %, and TGA showed a 2.1 % mass loss in the 200–400 °C range attributed to low-molecular-weight siloxane volatilisation. SEM images revealed surface crazing on seals from south-facing installations, consistent with UV-ozone degradation. Correlation analysis showed that enclosures with measured internal humidity above 75 % RH for more than 400 cumulative hours per year had a significantly higher incidence of corrosion on copper busbars, linking seal degradation to electrical component failure.","excerptSha256":"9bfabd5b6fbcc9a2015d3d3d2d850fe57499f48259be4dc53eb9399ca22376d2","id":"ev-1f1976b1a30caf0fe5c5ee32fcd536a88e2482a3f4dbc2c44705db45b8c8a6ae","recordSha256":"6807b526fe4079164a2076047d0d17bd361ce7f610649c5ea39657703d386efe","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8180},"recordId":"SYN-PUB-08180"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-20fa01b08eabe9a5be4788bd968705d0590c0ba3bcf099e7f6f7d0138895166c","recordSha256":"6807b526fe4079164a2076047d0d17bd361ce7f610649c5ea39657703d386efe","source":{"derivedRecordId":false,"fieldPointer":"/authors/4/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8180},"recordId":"SYN-PUB-08180"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Thermal-gradient-driven breathing in partially sealed enclosures: pressure differential measurements and implications for seal loading","excerptSha256":"a150e8e30a45faa53cbd3bba830f86b65855cb55a05c17778f7ec63c65823811","id":"ev-16a575e1e3f5cd51bdeeef8af7df403ba82041e1e9320348822064aee7771144","recordSha256":"762782acd9f9ee28769cc12918401ce0147aa648fc4129a27754dcc2ed52d334","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9820},"recordId":"SYN-PUB-09820"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-6fab87f70d52b24fb00a83634f3bfd0491a3966440c9bfafed689f14720b66f3","recordSha256":"762782acd9f9ee28769cc12918401ce0147aa648fc4129a27754dcc2ed52d334","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9820},"recordId":"SYN-PUB-09820"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"MOISTMOD targets the development of validated computational models for predicting moisture accumulation and condensation onset in sealed outdoor enclosures used in low-voltage electrical distribution infrastructure. The project combines laboratory climate-chamber experiments with two-dimensional coupled heat-moisture FEM simulations. A parametric study covering five enclosure sizes, three gasket materials, and four regional climate profiles is being conducted. An open-access Python-based tool for condensation-onset prediction is under development. The project involves collaboration with a meteorological data provider and an enclosure manufacturer. One postdoctoral researcher and two doctoral students are supported under the project.","excerptSha256":"50b74ee09f2f4a538924ad00fd5e928cdd2c38116f210218525723a759cf0c54","id":"ev-c10b3a161d4787d0ae1ae4b280bb3f46e8f3f955e53582f73c7c28e77413eaf9","recordSha256":"1eff90a59c5f78a357fe2a990ec0952b7d67e911776edc9bf7c951de04c30f8f","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/360"},"recordId":"SYN-PRJ-0361"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"The project set up a networked outdoor test rack with 24 instrumented enclosures across three sites in Vojvodina to collect simultaneous internal humidity, temperature, and condensation-event data over 30 months. Gasket specimens from each enclosure were retrieved at 10-month intervals for laboratory characterisation. The data collected formed the basis for the regression model relating enclosure configuration and gland fill ratio to condensation frequency, and provided field-correlation reference points for the accelerated ageing protocol developed subsequently. Two M.Sc. theses and one Ph.D. thesis were completed within the project scope.","excerptSha256":"162b490f207958d7a5f81583292360db1374f2ad7d9ff7987796d87eec07da9c","id":"ev-b6635170a04084f3c9432a43e3c34172c7fce1962fac4c830d27aaf7c97f1b56","recordSha256":"64d6612338e9dc22fffdcc12176b41db65b6ede4d15accafb5ca071c7bbd1918","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/359"},"recordId":"SYN-PRJ-0360"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-b501697aca6f90d8cf3bda6eff308a215d5fe0948fd77aa8026561a2a4ae9da5","recordSha256":"64d6612338e9dc22fffdcc12176b41db65b6ede4d15accafb5ca071c7bbd1918","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/359"},"recordId":"SYN-PRJ-0360"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"NBR gaskets of two hardness grades (50 and 70 Shore A) were subjected to repeated immersion in distilled water at 25 °C for 8 hours followed by drying at 60 °C for 16 hours, simulating dew-cycle condensation, for up to 90 cycles. Mass uptake, dimensional change in thickness, and compression-set were tracked after every 15 cycles. The softer 50 Shore A grade reached a water uptake plateau of 4.8 % by mass after 45 cycles, accompanied by a 1.7 % thickness increase. The 70 Shore A grade showed 2.9 % uptake and 0.9 % thickness increase. Compressive stress relaxation tests after the final cycle showed that both grades lost 22–27 % of initial contact-force capacity. Hardness measurements after cycling indicated slight softening (−3 to −5 Shore A units) for both grades. The data suggest that groove-depth tolerances should be re-evaluated when NBR seals are used in condensation-prone environments.","excerptSha256":"f974ea92351b8a8ce438da86aa8b951ba80cd0a0be69c472a9924d7b1b6cf1a3","id":"ev-dcbdf7954ac9415f7816a85084893422c46a5188cae443e6bb06b4d97c5582b6","recordSha256":"3b73ec49011aba3639f0f52b8157151d557adddd7a3931bd9b936905be5928a6","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9819},"recordId":"SYN-PUB-09819"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-d437966f1a05135edb6ddf2b6a3127f74f91266ce2b457bd44d5384d192c2afd","recordSha256":"3b73ec49011aba3639f0f52b8157151d557adddd7a3931bd9b936905be5928a6","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9819},"recordId":"SYN-PUB-09819"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Six aluminium flange specimens were machined to surface roughness values Ra between 0.8 µm and 6.3 µm, and paired with 2-mm NBR and EPDM flat gaskets at clamping pressures of 1, 2, and 4 MPa. Helium leak tests were conducted at an internal overpressure of 0.5 bar. Leak rate increased by more than one order of magnitude when Ra changed from 1.6 µm to 6.3 µm at the lowest clamping pressure. At 4 MPa clamping, NBR showed a 40 % lower leak rate than EPDM on rougher surfaces, attributed to its higher elastic modulus enabling better micro-asperity conformity at elevated contact stress. A contact-mechanics model based on Greenwood–Williamson statistics was used to predict effective contact area and showed reasonable agreement with measured leak rates. Practical guidelines for flange finishing standards in low-preload enclosure assemblies are proposed.","excerptSha256":"64cf5ceb67ccec2d0e9cccebb629c34b503aed44c24cfb8fb69eb8c3e565dc3a","id":"ev-57afd62e93edd1605b05796aa1d564528ba3c7fd1ed0f046140ed375b7762506","recordSha256":"4de197b24a2ec8f5abe231e0b877fb61e3cdc278f74262c5b0dfd6d6a2960d8d","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9815},"recordId":"SYN-PUB-09815"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-ee400d754ca933370c8ca6409a5cb7761baa7c5bedd67db51c1c4b93a8da3faf","recordSha256":"4de197b24a2ec8f5abe231e0b877fb61e3cdc278f74262c5b0dfd6d6a2960d8d","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9815},"recordId":"SYN-PUB-09815"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"condensation\",\"heat-moisture transfer\",\"numerical model\",\"desiccant\",\"enclosure design\"]","excerptSha256":"8144c897cb14234fcd13fb499c608b792cb76650c1bf80ac0386d6ec43411451","id":"ev-56703aa357f89adec5793a773f46087d56ab92aba30e1e24e11d6db569ff1be1","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Preferred collaboration topics are moisture ingress modelling and accelerated ageing test protocol development. She has an established outdoor test rack infrastructure that can accommodate instruments from partner organisations. Available for new project discussions from early 2026 onward; currently supervising two doctoral candidates expected to defend in 2026–2027.","excerptSha256":"0b58927dc3ea9b5beaa74073417a7e35a45833aacc04d93555823baf9760b4d6","id":"ev-acff2ddb0afd90163aee757f2f183f8ffd6ba195baac4f8bcfcc5507d9e3f547","recordSha256":"2a35c054eb61cdc69ca6e83735ed01e3b9d56f1b3eeb07bac1a93866477ced0a","source":{"derivedRecordId":false,"fieldPointer":"/notes","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/925"},"recordId":"R0926"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"contract research\",\"consulting on gasket and seal selection for outdoor enclosure products\",\"equipment access (climate test chambers, compression-set measurement, SEM)\",\"joint projects with enclosure manufacturers or systems integrators\",\"student internships for mechanical or materials engineering students\",\"industrial PhD supervision\"]","excerptSha256":"5dffdda32e77671a1577186f0bd0345f3ca8490543bfb7fb1ecc15f53f7638e7","id":"ev-6b88dca3e163322d222fa14140d38470e46e4d3b0c4ad4243190be6aac5ad4c5","recordSha256":"2a35c054eb61cdc69ca6e83735ed01e3b9d56f1b3eeb07bac1a93866477ced0a","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/925"},"recordId":"R0926"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Sofija Ristić has provided consulting services to two enclosure manufacturers in Serbia on gasket material qualification and IP-rating test preparation. She participated in a 14-month industry contract with a regional electrical-cabinet producer to develop an in-house test protocol for seal acceptance inspection.","excerptSha256":"078e95d608cdf0910faeeb09cce26eae0d5bcad740669f5fd2ed399a63581dbd","id":"ev-b349b7601379f18954b8fb663a685b90fff3ea5f52e1bff3bc51f8955d977788","recordSha256":"2a35c054eb61cdc69ca6e83735ed01e3b9d56f1b3eeb07bac1a93866477ced0a","source":{"derivedRecordId":false,"fieldPointer":"/industry_experience","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/925"},"recordId":"R0926"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-7e1171c0b5c0a2cd0b0a152919d4296c7321a47e19c26b8dfaa72db7ba902705","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"The heat transfer coefficient (HTC) between polymer melt and mould steel during the filling and packing stages is a poorly characterised boundary condition that strongly influences warpage predictions. This study systematically varied the interfacial HTC from 1000 to 10 000 W/m²K in a commercial process simulation environment for a PA6 box-shaped part (80 × 60 × 30 mm, 2.5 mm wall) and quantified the resulting spread in predicted warpage and residual stress distributions. Warpage at the open rim varied by up to 0.38 mm (factor of 2.4) over the HTC range, whereas residual stresses at mid-wall varied by less than 6%. An inverse identification procedure using CMM warpage measurements from 20 experimental parts at two mould temperatures was used to back-calculate effective HTC values. Identified HTC values were 2 400 ± 310 W/m²K at 40 °C mould temperature and 1 850 ± 260 W/m²K at 70 °C mould temperature. Recommendations for standardising HTC calibration in simulation workflows are given.","excerptSha256":"3da06811ff153800a173926a4a92cba9dac62c46a08cb621e0c4f0114bca911b","id":"ev-93e078cdd8b1516991c68e7f6576362c0743040e6472022dfb9af55e2125ad11","recordSha256":"e39ad38e6a8d8fcf06ef9425ec98c472224b16f2d00755f0f55e2cf1c30521d2","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5117},"recordId":"SYN-PUB-05117"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-d38d601f45b7cfaa3cf77ba0ccab85f4b751c4784672e1270fe959df745d229e","recordSha256":"e39ad38e6a8d8fcf06ef9425ec98c472224b16f2d00755f0f55e2cf1c30521d2","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5117},"recordId":"SYN-PUB-05117"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This study examines how packing pressure level affects the degree of crystallinity distribution and final part warpage in polyamide 6 (PA6) flat components (100 × 100 × 2 mm). Experiments were performed on a 60-tonne hydraulic injection moulding machine at packing pressures ranging from 40 to 100 MPa in steps of 20 MPa. Crystallinity was measured by DSC on specimens cut from five through-thickness positions. Warpage was quantified with a coordinate measuring machine at a 5 × 5 grid of points. Higher packing pressure increased average crystallinity from 28% to 36% but reduced warpage from 0.41 mm to 0.17 mm due to reduced volumetric shrinkage. A commercial process simulation code was used to model the crystallisation kinetics using an Avrami-type model with parameters fitted to the DSC data. Simulated crystallinity gradients matched measured gradients with a mean absolute error of 2.3 percentage points across all packing conditions.","excerptSha256":"d6b68dc06204593836434843da528c9803dee3c5da20e2b942a88b752b9e1114","id":"ev-05b3572c13bac99a9b7a119864a84e588a185903d89656ce31f08f7cd712d9bc","recordSha256":"316c805a3cc7601c8fb1825bbc688322f44c060d5f773913197e7d80725dd0cd","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":4565},"recordId":"SYN-PUB-04565"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-dba553716c3491d3de082fc556c43eb32fc7d3c4e4185e003fa93f012346cda6","recordSha256":"316c805a3cc7601c8fb1825bbc688322f44c060d5f773913197e7d80725dd0cd","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":4565},"recordId":"SYN-PUB-04565"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Sensitivity of warpage predictions to mould heat transfer coefficient: a parametric study for polyamide 6 box-shaped parts","excerptSha256":"865354ee5b43aeb05cf9eff2ec94ebba801119f347b992f50eba1b31a7aab61b","id":"ev-efc2af8341dbc3cfe6e47b48090f7de0e062757331e69e7fe0a66381c60b0483","recordSha256":"e39ad38e6a8d8fcf06ef9425ec98c472224b16f2d00755f0f55e2cf1c30521d2","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5117},"recordId":"SYN-PUB-05117"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Thick-walled PP optical mounting brackets (nominal wall thickness 8 mm) for automotive lighting assemblies require tight dimensional tolerances and are particularly susceptible to warpage driven by differential cooling between the cavity and core sides of the mould. This study investigates the relationship between the cooling rate asymmetry and final warpage for four mould configurations with varying cavity-to-core mould temperature ratios (ΔT = 0, 10, 20, 30 °C; cavity side always colder). Warpage was measured on 15 parts per condition using a structured-light scanner with 0.02 mm point accuracy. Differential cooling induced a systematic bowing, with warpage increasing from 0.12 mm at ΔT = 0 to 0.91 mm at ΔT = 30 °C. Thermomechanical simulations captured this trend with a maximum error of 0.11 mm. Through-thickness crystallinity measurements confirmed that the core-side crystallinity exceeded the cavity-side value by up to 6 percentage points at ΔT = 30 °C, directly contributing to differential shrinkage.","excerptSha256":"733e6ed9d65fd186d6149628dd623a8c9ee7b11af78422e27def1b7fbe59f213","id":"ev-9a6aa7f8082a33136b1adbcc999fbf2830a4f209d44071b3f512fd7de0c7f5c2","recordSha256":"24aa7b2c643b12dce47836606d38a272245801f4702574e62fda2a1546e0da13","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5122},"recordId":"SYN-PUB-05122"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-ff15f7865b5ca773f47423e27792d99ca0e824779b779e9bcab33b9f63188724","recordSha256":"24aa7b2c643b12dce47836606d38a272245801f4702574e62fda2a1546e0da13","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5122},"recordId":"SYN-PUB-05122"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Temperature uniformity in mould cooling circuits: comparing Reynolds-averaged CFD with a simplified channel resistance network model","excerptSha256":"d631e8ef69f806dd37f1b07d15b02779554c9d37e558543ba135887109b8f098","id":"ev-1ddbd5bcd51f22154f77f3dc03f76899e08ec087b52a92b55390b5156e4d8ea1","recordSha256":"26afbf947ff881e50d4fcdcc7a2be314a1e8b2091f5e50cc8a86cb85c62fa367","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5121},"recordId":"SYN-PUB-05121"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-23336c0f33af605cd093153cbb12f896ec410f2442c09ebc6b02078bc55eef9f","recordSha256":"26afbf947ff881e50d4fcdcc7a2be314a1e8b2091f5e50cc8a86cb85c62fa367","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5121},"recordId":"SYN-PUB-05121"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"mould cooling\",\"CFD\",\"RANS\",\"cooling circuit\",\"temperature uniformity\"]","excerptSha256":"bbbcab3565ac4db1a416155feb53808342248dc9143b5da599eda1d8db8cd81f","id":"ev-be2530e343d237faf2779c0f898b1281d981da4c029f53ea88ceef35a3067242","recordSha256":"26afbf947ff881e50d4fcdcc7a2be314a1e8b2091f5e50cc8a86cb85c62fa367","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5121},"recordId":"SYN-PUB-05121"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Aleksandar Bošković received his Dipl.Ing. degree in Mechanical Engineering from the University of Novi Sad in 2004 and his PhD from the same institution in 2011, with a thesis on residual stress formation in injection-moulded semi-crystalline thermoplastics. He was appointed Assistant Professor in 2012 and promoted to Associate Professor in 2018 within the Department of Mechanical Engineering at the Faculty of Technical Sciences. His research group focuses on coupled thermomechanical simulation of polymer processing, particularly predicting warpage, residual stresses, and optimising mould cooling systems for semi-crystalline materials such as polyamide and polypropylene. He teaches courses in Machine Elements and Polymer Processing Technology. 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The process involves sequential injection into a rotary mould; the PP substrate cools partially before PA6 is injected over it. A sequential thermomechanical FE simulation was implemented to capture stress accumulation in both materials and at the interface. The PP thermoviscoelastic material model and PA6 crystallisation model were taken from previous calibrated studies. Simulations were compared against CMM warpage measurements on 40 two-component plaques (160 × 80 mm) produced at two substrate pre-cooling times (8 and 15 s). Predicted warpage matched measurements within 0.09 mm for the 15 s pre-cooling case and within 0.21 mm for the 8 s case, where incomplete solidification of the substrate introduced additional uncertainty. 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Arrhenius activation energies and pre-exponential factors were determined by least-squares regression on multi-temperature OTR and WVTR datasets. The dataset was made available to Serbian food-industry companies through a technical report and an online spreadsheet tool for shelf-life estimation. The project also calibrated the Faculty of Technology permeability laboratory instruments against certified reference films, establishing a documented calibration protocol that remains in use.","excerptSha256":"b2ba52101d83d984e2320779fc5d5365d1c178eb37433cf7d89a6149df9b6a1a","id":"ev-a1e0d84eea90d32c0fe23995763effb550a5d625b9e05658abfc6d2b3dfc8c0c","recordSha256":"ee5c1872b539f9142412a8cabb7fcecbce6272ae073b3074ac44f8f542e0f90c","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/584"},"recordId":"SYN-PRJ-0585"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-a8f9c1bf163d8141585e2420fe5b0c1b5de4f086e9afb10f4d2370891f36e736","recordSha256":"ee5c1872b539f9142412a8cabb7fcecbce6272ae073b3074ac44f8f542e0f90c","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/584"},"recordId":"SYN-PRJ-0585"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"polyolefin multilayer films\",\"gas permeability\",\"barrier packaging\",\"EVOH-free systems\",\"oxygen transmission rate\",\"water vapour permeability\",\"structure–property relationships\",\"mono-material packaging\",\"thin polymer membranes\",\"temperature-dependent transport\"]","excerptSha256":"927251fa28d847800f7999c83755c15f30a2dd37bdc221d3523b922e48d6c907","id":"ev-6d5d310ebd585310b554def18160e50bf39d0227548f5a719856428110743958","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-270cfb4885953aeba452c639b87ab5e764fa74fe8e97c5e59a73f712882b210f","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/id","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Commercially metallised cast polypropylene (CPP) films with aluminium optical densities ranging from 2.1 to 3.6 were characterised for OTR and WVTR immediately after production and after 90-day ambient storage. At optical density 3.6, OTR was 4 cm³/(m²·day·bar) and WVTR was 0.18 g/(m²·day) immediately after metallisation. After 90 days these rose by 18 % and 24 % respectively. SEM cross-sections and atomic force microscopy revealed microcrack formation in the aluminium layer, with crack density correlating with ageing-induced OTR increase (R² = 0.87). Corona pre-treatment level (measured by contact angle) did not significantly affect initial barrier but reduced the rate of crack formation during ageing by approximately 30 %. The study provides quantitative ageing coefficients applicable to worst-case shelf-life calculations for hermetically sealed snack products.","excerptSha256":"b568d9913934d95a50c33e237c296448c42684bf3e1f075025d06d0cfad81254","id":"ev-eb474dffee84fd5761ed770c57a9a11a2fdce43b0f456a5fa924e0ee5dfd6164","recordSha256":"3e82aeb65455fea6a5599b180756113a0d2ffa7b9ed8fdab5ea261ea31fad9f6","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2222},"recordId":"SYN-PUB-02222"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-39e4e9f0b14b9d81f331190fd7d437f8c918cf77b86098ef675a5a059b52bbe8","recordSha256":"3e82aeb65455fea6a5599b180756113a0d2ffa7b9ed8fdab5ea261ea31fad9f6","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2222},"recordId":"SYN-PUB-02222"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Oxygen transmission rate was measured on commercial and laboratory-cast LLDPE films of three densities (0.918, 0.924, 0.932 g/cm³) across a temperature range of 5 °C to 50 °C. Arrhenius plots were constructed from OTR data collected at seven temperature points; activation energies for permeation ranged from 28.4 to 41.7 kJ/mol and increased with film density, in line with reduced chain mobility at higher crystallinity. Positron annihilation lifetime spectroscopy (PALS) performed in collaboration with a partner institution provided free-volume hole radius estimates of 0.26–0.31 nm at 23 °C. A positive correlation (R² = 0.91) between hole radius and permeability coefficient was observed. Pre-exponential diffusivity factors derived from the Arrhenius fits correlated with crystallinity index from DSC. These data are intended as reference parameters for shelf-life modelling of chilled food products stored at variable temperatures.","excerptSha256":"7be731533dc370feebb3801aaca96be68a2a8c08a01928ce9abc98ff40fcb4a0","id":"ev-7f1e52c3e4989dda9de24efb297ea057e57507b66df1b7f23f788619f8a55a6b","recordSha256":"9236a69a128b813eefef7568f0d77e5de3e78fd8b45f6136cf1f20a83d0f1b4d","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2221},"recordId":"SYN-PUB-02221"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-53288aaee6ee56f850971444167d783b1b38bb51df001f29f9b5904895006c68","recordSha256":"9236a69a128b813eefef7568f0d77e5de3e78fd8b45f6136cf1f20a83d0f1b4d","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2221},"recordId":"SYN-PUB-02221"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Snežana Puzović completed her undergraduate and master's studies in Chemical Engineering at the Faculty of Technology, University of Novi Sad, graduating in 1998 and 2001 respectively, before receiving her PhD in Materials Engineering from the same institution in 2007. She joined the Department of Materials Engineering as an assistant professor in 2008 and was promoted to full professor in 2019. Her research group focuses on the transport properties of polyolefin-based multilayer and mono-material packaging films, with particular attention to oxygen and water vapour transmission rates across temperature gradients, crystallinity effects, and the design of EVOH-free high-barrier systems compatible with mechanical recycling streams. She teaches courses in Polymer Materials and Packaging Technology. The group operates a dedicated permeability testing laboratory equipped with OX-TRAN and PERMATRAN-W instruments, DSC, FTIR-ATR, and a bench-scale film coextrusion line.","excerptSha256":"a6757d2b78511cd0a108b398aa54617a54cc5255f643e7b0e82699d9caa77759","id":"ev-db5b990b21fcea268eac0fa20de56bab506da15988abba1b3d5f574641b6b7ef","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/bio","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Biaxially oriented polypropylene (BOPP) films prepared at draw ratios of 5×5 to 9×9 were characterised for oxygen transmission rate (OTR) using a coulometric sensor method at 23 °C and 0 % relative humidity. Wide-angle X-ray scattering confirmed an increase in crystallinity from 42 % to 61 % with rising draw ratio. OTR values decreased from 1840 to 890 cm³/(m²·day·bar) over the same range. DSC measurements showed that lamellar thickness, as estimated by the Thomson–Gibbs equation, increased from 8.2 to 14.7 nm. A linear correlation was established between the reciprocal of lamellar thickness and OTR, consistent with a tortuous-path diffusion model. FTIR-ATR band ratios at 998/973 cm⁻¹ were used as an independent crystallinity index and agreed within 4 % with WAXS results. The findings provide quantitative guidance for process optimisation of BOPP films where oxygen barrier is the primary constraint.","excerptSha256":"d09f6ef62bbc52328465e94bc96129ea34ad01cf79901840651bb8087bd97991","id":"ev-bb25f2c9f39a77d1639fdb26136703e3c32f905fb8624682d5580f49444e34b2","recordSha256":"fc9714480f0edb31ac356ccd0746c15054902999282b0e047d009413a8d9af80","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2219},"recordId":"SYN-PUB-02219"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-562ebc70bf587caf4ef032764b60114525b4b75e224fc284ca9a027bb62f3957","recordSha256":"fc9714480f0edb31ac356ccd0746c15054902999282b0e047d009413a8d9af80","source":{"derivedRecordId":false,"fieldPointer":"/authors/4/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2219},"recordId":"SYN-PUB-02219"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A coextruded film comprising two polyolefin outer plies, two tie-layer plies based on maleic-anhydride-grafted polyethylene, and a central ply of amorphous polyethylene terephthalate of 15–35 µm thickness. The structure achieves an oxygen transmission rate below 50 cm³/(m²·day·bar) at 23 °C while maintaining mechanical recyclability when blended with standard polyethylene recyclate streams at up to 10 % by mass contamination. The claimed invention covers the composition ranges and extrusion temperature windows that prevent crystallisation of the PET ply during processing. Application filed with the Intellectual Property Office of the Republic of Serbia.","excerptSha256":"3ba0a3c763751c04b4af91cee92593a8ee87edc8de853426c26dc52f6ee5b912","id":"ev-20e66d4398a48e8f86d7103cbc04ca558f0d4f174fce90b2facb1011ddd87155","recordSha256":"236bcb5876cd01db31f3082268c2e45a1a78705c63212f750d8f8651f84213ae","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/52"},"recordId":"SYN-PAT-053"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-44f549f7dd2445d3001aa92e7d23edb30be926f9e06977612406e88114a4dfc8","recordSha256":"236bcb5876cd01db31f3082268c2e45a1a78705c63212f750d8f8651f84213ae","source":{"derivedRecordId":false,"fieldPointer":"/inventors/0/researcher_id","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/52"},"recordId":"SYN-PAT-053"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A dataset of 214 production batches of three-layer LLDPE/mLLDPE/LLDPE cast films (40–80 µm) collected over 18 months from an industrial film producer was analysed to establish a statistical relationship between pinhole density (measured by electrical discharge imaging) and OTR. Pinhole density ranged from 0 to 8 pinholes/m² and OTR ranged from 1600 to 3100 cm³/(m²·day·bar). A linear regression model explained 61 % of OTR variance (R² = 0.61) using pinhole density as the sole predictor; inclusion of film thickness, extrusion speed and melt temperature raised R² to 0.79. Films with zero pinholes showed an OTR range of 1580–1980 cm³/(m²·day·bar), confirming that pinhole-free conditions alone do not guarantee low OTR. These findings are communicated to the production partner as a quality-control decision tool. The methodology is generic and applicable to other thin film geometries.","excerptSha256":"19574852dbcfb405cf6711eed4ce1aa9998f1d036026120658fb13c3214d342e","id":"ev-5feadf2d909b44e3355fb960bd51717699eaa09d7e6637f877d14201a12f12d9","recordSha256":"b1ccb29d780076d0020ee2c040b2cd50d528c7a9cd6cb5b7654bfe06968e07c8","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2229},"recordId":"SYN-PUB-02229"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-e83f0b7110fdf4ec4b09b15fe8d725c98ee745489fb8d8e766d60677a78862d7","recordSha256":"b1ccb29d780076d0020ee2c040b2cd50d528c7a9cd6cb5b7654bfe06968e07c8","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2229},"recordId":"SYN-PUB-02229"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"pinhole density\",\"OTR\",\"quality control\",\"cast film\",\"statistical modelling\"]","excerptSha256":"ca894f05a3affdc69f3c60b337cecf684358b4e3f42e1dee8c923baf1ca5dfd9","id":"ev-489ac83f00388acfec87ce4eb1f9f2be2bdb7c34bc94c339fb6f5efe613431a7","recordSha256":"b1ccb29d780076d0020ee2c040b2cd50d528c7a9cd6cb5b7654bfe06968e07c8","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2229},"recordId":"SYN-PUB-02229"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Alternating layers of poly(diallyldimethylammonium chloride) (PDADMAC) and poly(sodium 4-styrenesulfonate) (PSS) were deposited on corona-treated LLDPE substrates via dip-coating at pH 4.0 and ionic strength 0.1 M NaCl. Films with 4, 8, 12, 16 and 20 bilayers were produced and OTR measured at 23 °C and 50 % RH. OTR decreased from 1720 cm³/(m²·day·bar) for uncoated LLDPE to 210 cm³/(m²·day·bar) at 20 bilayers; total coating thickness was 380 nm by profilometry. Adhesion of the coating was assessed by tape-peel and cross-cut tests; failure occurred at the coating–substrate interface for samples with fewer than 8 bilayers, suggesting inadequate corona treatment recovery. Humid ageing at 85 % RH for 14 days caused an OTR increase of 35 % at 20 bilayers. The coating approach is positioned as an EVOH-free route to moderate oxygen barrier on flexible polyolefin substrates.","excerptSha256":"50370d82c1ce4686094467baa7df0441f238c8ab1b74609cf3a9661740dbdcbc","id":"ev-afde54df0d89befde0c9dd4d44dac5f2a9b80da23c53629d8614bba547e76284","recordSha256":"87d7e1868e6cf3733d9e0910611c64f18eb0bc84c3f5f3d986ea8c4b1287cd42","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2226},"recordId":"SYN-PUB-02226"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-f1761c3f46f1b63a2a7f0f374826186a75cd3609caf18e61f3de804afeeba3c6","recordSha256":"87d7e1868e6cf3733d9e0910611c64f18eb0bc84c3f5f3d986ea8c4b1287cd42","source":{"derivedRecordId":false,"fieldPointer":"/authors/4/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2226},"recordId":"SYN-PUB-02226"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"HDPE blown film\",\"crystalline morphology\",\"OTR\",\"processing temperature\",\"blow-up ratio\"]","excerptSha256":"b046a998a413725eeea71f5d53d1a1419b216b6100682c2a4f7db7ec4dc043fe","id":"ev-9ca801d0f5ee3317e345a88dec48c6fcc593c27a3059dec0c6c0c7d6029c3f3c","recordSha256":"350ab1ac8325634c2fb8eb962a14835a74156cc4aded9f227d20c8541643d27b","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2225},"recordId":"SYN-PUB-02225"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-9a330f7f18056de0fda61baafb0e01fb8a76ff92220e74a417ec63534e1130f7","recordSha256":"350ab1ac8325634c2fb8eb962a14835a74156cc4aded9f227d20c8541643d27b","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2225},"recordId":"SYN-PUB-02225"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Pinhole density and oxygen transmission rate in thin polyolefin coextruded films: a statistical correlation across production batches","excerptSha256":"1cfd7b62716fe0b63495600c89507f5f770ede77de049cddd8ae6705746bef50","id":"ev-692f723d29743fc156691357c8a99fe2dc80043b16a94cb7a17a54473c9823f6","recordSha256":"b1ccb29d780076d0020ee2c040b2cd50d528c7a9cd6cb5b7654bfe06968e07c8","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2229},"recordId":"SYN-PUB-02229"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Puzović is available for new collaborations from autumn 2026 onwards; she is currently finishing supervision commitments tied to the MONOBAR project. She prefers partnerships where experimental work is conducted at the Faculty of Technology laboratory rather than entirely on-site at partner premises, given equipment specificity. She has expressed interest in pharmaceutical and medical device packaging applications as an expansion direction.","excerptSha256":"56bd6348dd2d8cd778710fc7e320ed3fca0befd5c1690c8fd49274fe1d4beb60","id":"ev-f04c45e881f6264379d79651050bde2d31420e2fad919daaf2921a54fd4a29f4","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/notes","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"contract research on film barrier characterisation\",\"equipment access (OTR, WVTR, DSC, FTIR-ATR measurement services)\",\"industrial PhD supervision\",\"student internships at the Permeability and Film Characterisation Laboratory\",\"consulting on mono-material packaging barrier design\",\"joint project proposals (Horizon Europe, bilateral programmes)\"]","excerptSha256":"62b09497e4303e7a5b3fc5f918a76047f6d3550e1258fdc8e95bd2a3273706a5","id":"ev-f53b4c27287f0ce50470f03f3fbd0d331c086c14dc3df75e68ce61a7615f383c","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Puzović has an ongoing technical collaboration with PoliFlex d.o.o., a regional polyolefin film producer, through which production batch data are shared and confidential testing services are provided. She previously completed a six-month consulting engagement with a multinational food packaging converter during 2014–2015, advising on specification limits for multilayer barrier films used in chilled dairy products.","excerptSha256":"3a4ea384274c0e001d22f46adeb59c77236f0334496b70c517de5192cfe3869a","id":"ev-b4f14ee29fcd185de9bb3b4897f8fb8a8e1dcaa65bf9b1ec26d870fb47ce02d6","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/industry_experience","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"hygrothermal modelling\",\"condensation onset\",\"sealed enclosures\",\"vapour permeability\",\"seal geometry\",\"dew-point prediction\",\"moisture transport\",\"thermal-fluid analysis\",\"elastomeric seals\",\"enclosure climate\"]","excerptSha256":"8898942507a5a42a8fa8dffdb47af3efd7f7e3070708556cc1b39b10268cfc80","id":"ev-99b78048537075a72286f9dd631d7ff9929d40c2943aa1a05679228f1296309c","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-f52c8f49f672d7149ebd3dcfbeaa85b284e482647d06ee5b1e7a7f9d5efd143f","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/id","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A two-dimensional finite-volume model of moisture and heat transport was developed for a generic polycarbonate housing representative of handheld electronic devices. The domain included the polymer shell, an internal air cavity of 38 cm³, and a printed circuit board heat source. Boundary conditions followed a 24-hour ambient cycle between 5 °C and 35 °C at 60–90 % relative humidity, representative of coastal storage conditions. The dew-point margin at the coldest internal surface was tracked over 72 simulated hours. For a housing wall thickness of 2 mm with no desiccant, the dew-point margin dropped below zero during the cooling phase at hour 14, predicting condensation on the board. Adding a 0.5 g silica gel insert raised the margin to +1.8 °C at the same instant. Model sensitivity to polycarbonate vapour diffusivity was assessed over a ±30 % range; the condensation-onset time varied by ±2.1 hours. 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A three-dimensional steady-state CFD model computed the internal temperature distribution accounting for natural convection and wall conduction; the resulting surface temperature field was then passed as a boundary condition to a vapour diffusion model that predicted local relative humidity and dew-point margin at each surface node. A 6-litre ABS housing with a 20 W internal heat source was simulated at external temperatures of −10 °C, 0 °C, and 10 °C at 90 % external relative humidity with a seal permeance of 3.5 × 10⁻¹² kg/(m²·s·Pa). At −10 °C, 14 % of the internal wall area showed a negative dew-point margin; this reduced to 3 % at 0 °C and to zero at 10 °C. A redesign placing the heat source at the geometric bottom of the housing eliminated the negative-margin area at −10 °C. The workflow is implemented in open-source tools and requires less than 4 hours of computation time on a workstation.","excerptSha256":"b3bc9285ff8f28358733fe335e8c44294e7b85a93ace64e3bf9921998f7b9fa0","id":"ev-a4f9adef011563343592a06f6b4b663a2852cf0dac154c3951b4c9dab9243c37","recordSha256":"7b309daddab0df6bf2dcab64de586abb20e45d6005ed25fcd6ff611cda181ca6","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8612},"recordId":"SYN-PUB-08612"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-6db72ba5ac59bba7045d45668175ffc71682f2f014339aba3d83f670ef6d6c4a","recordSha256":"7b309daddab0df6bf2dcab64de586abb20e45d6005ed25fcd6ff611cda181ca6","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8612},"recordId":"SYN-PUB-08612"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This project developed a prototype wireless sensor node small enough to be enclosed permanently inside a standard IP65 cabinet, transmitting temperature and humidity readings via LoRaWAN. Sabo's group led the work package on enclosure climate modelling and sensor placement optimisation, using CFD and hygrothermal simulations to identify locations within the cabinet where the sensor reading is most representative of the condensation-risk state of the enclosure. Two candidate sensor positions were evaluated against a 24-thermocouple reference dataset; the recommended position reduced the root-mean-square error in condensation-onset prediction from 4.1 hours to 1.3 hours compared with an unguided placement. The project partnered with an electronics engineering group for sensor hardware and firmware development.","excerptSha256":"c28b929da73cd0ade86015568e1d2da51585963a53eb813712dd2d9c4808af16","id":"ev-8f023db383527c1b6a028b45c666494c2ff340d41e9f6b721a646236ed5f9765","recordSha256":"f97b90124e75308d2ed3818823c59290a0152a753eff3b8b8b824e88e66f7525","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/291"},"recordId":"SYN-PRJ-0292"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-bf0d81aca7c39dfaf7caab794afc14262b098757e48d2da38fa71fb9c42226f8","recordSha256":"f97b90124e75308d2ed3818823c59290a0152a753eff3b8b8b824e88e66f7525","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/291"},"recordId":"SYN-PRJ-0292"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Twelve steel electrical cabinets installed in four unheated substations in Vojvodina were instrumented with internal and external temperature–humidity loggers over a 14-month period spanning two winters. Internal relative humidity exceeded 85 % for more than 480 hours per year in cabinets without anti-condensation heaters, with the longest continuous exceedance episode lasting 61 hours. A lumped-parameter hygrothermal model driven by measured exterior boundary conditions reproduced the measured internal humidity with a root-mean-square error of 3.2 percentage points. Model calibration identified the dominant vapour pathway as the cable entry glands rather than the door gasket, accounting for approximately 68 % of total vapour ingress. Anti-condensation heater power requirements derived from the model range from 6 W to 22 W depending on cabinet volume. Recommendations for gland specification and heater sizing are given.","excerptSha256":"2f939a8cf9d33563d8c8ee1c5c460747484dace985a71ed5bf7e809c849ed479","id":"ev-2bc1c85a82c26f0f82908c770c44a207c9a1852d38d0f6d0411d90eacd17be43","recordSha256":"b6962d46c3ea3725c83e742e84a3d447d9841b2018f2846d1bc3e4474f1aad22","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":818},"recordId":"SYN-PUB-00818"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-22810e831a5b9cb31de2d9f7360025fd2133207696434d08de06b78490cf1e93","recordSha256":"b6962d46c3ea3725c83e742e84a3d447d9841b2018f2846d1bc3e4474f1aad22","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":818},"recordId":"SYN-PUB-00818"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Svetlana Sabo received her Diploma Engineer degree in Mechanical Engineering from the University of Novi Sad in 1998 and her PhD from the same institution in 2005, with a thesis on moisture transport across elastomeric seals in low-pressure enclosures. She joined the Department of Mechanical Engineering at the Faculty of Technical Sciences as an Assistant Professor in 2006 and was promoted to Full Professor in 2018. Her research group focuses on thermal-fluid behaviour inside sealed cavities, with particular emphasis on hygrothermal modelling, condensation onset prediction, and the influence of seal geometry and vapour permeability on internal dew-point conditions. She teaches courses in fluid mechanics, heat transfer, and machine elements. The group operates a climate-controlled test chamber, a gravimetric vapour sorption analyser, and a suite of infrared thermography equipment.","excerptSha256":"df34a12bda5f7d8a969bf318c8e29e6097fe473936ca0a0413d03fe61c8ced4c","id":"ev-56ac1453c890305fe436b4bd5933215cfe5bc4db0020c1c24fcef5320d0cb318","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/bio","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This book chapter reviews the physical mechanisms governing moisture behaviour in mechanically sealed enclosures, covering vapour diffusion through seal materials, convective moisture transport in internal air volumes, and sorption on interior polymer surfaces. The chapter presents one-dimensional and two-dimensional analytical solutions for steady-state and transient vapour transport in simple geometries, followed by a discussion of finite-element and finite-volume implementations for complex enclosure shapes. A worked example demonstrates the prediction of condensation onset time for a 2-litre aluminium housing sealed with a silicone gasket subjected to a step change in external relative humidity from 50 % to 95 %. The chapter also addresses the coupling between thermal and hygric calculations, noting conditions under which decoupled analysis is acceptable (Biot number for vapour transfer below 0.1). Measurement techniques for validating hygrothermal models, including gravimetric permeability testing, capacitive sensing, and fibre-optic dew-point measurement, are described.","excerptSha256":"47d428dc1c04c6776474baabd6c29c0e34b927b2c93178684eb3575e3f0ad2b2","id":"ev-2ac950df0a13ae4ac9b22ee067f5dd2f783e6d71fb5d678a0ad8bf72c013c6b6","recordSha256":"2e116088103ac6a79b49e52f43907f4c2ae56926bb4e34532d84d7db07238f54","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8613},"recordId":"SYN-PUB-08613"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-4e0b688afa95188d339da4a0b5e7adb6e0d92c1807a918f7b97b4dbc8837aff7","recordSha256":"2e116088103ac6a79b49e52f43907f4c2ae56926bb4e34532d84d7db07238f54","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8613},"recordId":"SYN-PUB-08613"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A hygrothermal model of a polyphthalamide (PPA) junction box used in crystalline silicon photovoltaic modules was subjected to a global sensitivity analysis using the Sobol variance decomposition method. Nine input parameters were varied: gasket vapour permeability, gasket cross-section width, groove surface roughness, internal air volume, internal polymer sorption isotherm slope, external temperature amplitude, external humidity amplitude, solar irradiance-driven temperature offset, and potting compound surface area. Each parameter was sampled over physically realistic ranges drawn from the literature and from in-house measurements. A total of 18 432 model evaluations were performed. The first-order Sobol index for the time to condensation onset was dominated by gasket vapour permeability (S₁ = 0.41) and external humidity amplitude (S₁ = 0.28). Grove surface roughness had a smaller but non-negligible contribution (S₁ = 0.09). The analysis identifies gasket material selection and installation surface finish as the most impactful design levers for extending the condensation-free service life of PV junction boxes.","excerptSha256":"b8aeddc6cbddc71b26b18aa50272a98311ee4749e4662b897d6320eab58526e5","id":"ev-428f4590b641633be34a0f0e0eeb8afcbc8f856e086fa50aff60714f8be39c24","recordSha256":"cd3b720929b757e5cf55b79cb9cdb860e4057081bd989bd4d190363c31d9d0c7","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8615},"recordId":"SYN-PUB-08615"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-a7f7dd6a30941f2c553ce2beb338ee807b4e586d471495776da6abe1ca82113b","recordSha256":"cd3b720929b757e5cf55b79cb9cdb860e4057081bd989bd4d190363c31d9d0c7","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8615},"recordId":"SYN-PUB-08615"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A simulation workflow is described that takes hourly meteorological station data (dry-bulb temperature and relative humidity) as its sole external boundary condition and predicts the time-history of the dew-point margin on the coldest internal surface of a sealed outdoor enclosure. The workflow chains a thermal resistance–capacitance model of the enclosure wall with a lumped vapour mass-balance model and a local surface temperature correction derived from a short CFD pre-computation. It was applied to three years of hourly data (2021–2023) from the Rimski Šančevi meteorological station near Novi Sad for three enclosure configurations: unheated ABS 1-litre, unheated aluminium 4-litre, and aluminium 4-litre with 10 W anti-condensation heater. The workflow predicted that the unheated ABS enclosure experienced 312 condensation-onset events over three years; the unheated aluminium enclosure experienced 94, and the heated aluminium enclosure experienced zero. Predictions were validated against a 12-month data set from four instrumented enclosures deployed at the same station, with onset event counts matching to within 8 %.","excerptSha256":"4beb15c7fd3d27c9847b814a9fced151c8d9aa4190f32398dc41e1294fe474ff","id":"ev-0889b2c9fa1ae142873c673f2229e7c7c39364a3b384b980aa5a6cd6f6862b43","recordSha256":"b4a2ad4e8a0483cf707ac0b772dcf11e5b9393f289eb9fbd239b1fe1f39a58c4","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8616},"recordId":"SYN-PUB-08616"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-81969d1b8172231acee560465b5bd9dc9ed8717aff9397d12dd7557590a5fff1","recordSha256":"b4a2ad4e8a0483cf707ac0b772dcf11e5b9393f289eb9fbd239b1fe1f39a58c4","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8616},"recordId":"SYN-PUB-08616"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Optical devices assembled in factories at relative humidity levels of 30 %, 50 %, and 70 % were modelled and tested to quantify the long-term internal moisture level reached after hermetic sealing. A one-dimensional mass-balance model predicts that the asymptotic internal humidity is determined by the initial air charge, the internal surface sorption capacity of polymer components, and the slow permeation through glass-to-metal adhesive joints. For an assembly humidity of 70 %, the model predicts a post-sealing equilibrium internal relative humidity of 22 % at 20 °C; at 30 % assembly humidity this falls to 9 %. Twelve laboratory assemblies per condition, sealed with a tin-indium solder alloy joint, were placed in a climate chamber and monitored via a fibre-optic dew-point sensor for 18 months. Predictions and measurements agree within 4 percentage points. The study underpins a factory specification of maximum 45 % assembly-room humidity to maintain the internal level below 15 % over a 10-year service life.","excerptSha256":"e98172f1413ddcad1b45d65855aab446ca37b6a276b753c31cd942b271f6f18c","id":"ev-e2559644489c9e06488aa566cc9276c0c8389c46089392c498958a4925168109","recordSha256":"e3c6d7c02f8aea6b6f303635daa91e827206692094cf07d1cda6652dd0e481d0","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8608},"recordId":"SYN-PUB-08608"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-e617b382dc26d6d96102b75a6dd669b78904695d1f1d4bd0ab198115b4a3340e","recordSha256":"e3c6d7c02f8aea6b6f303635daa91e827206692094cf07d1cda6652dd0e481d0","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8608},"recordId":"SYN-PUB-08608"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Vapour permeability was measured for EPDM, silicone, and thermoplastic polyurethane (TPU) seal materials in unaged condition and after accelerated thermal ageing (100 °C, 1000 hours) and UV ageing (1.0 W/m² at 340 nm, 500 hours) in accordance with ISO 4892-2. Gravimetric cup tests at 23 °C and 85 % relative humidity differential were conducted on three specimens per material per ageing condition. EPDM permeability increased by 12 % after thermal ageing and by 8 % after UV ageing relative to the unaged baseline. Silicone showed no statistically significant change after thermal ageing but a 19 % increase after UV ageing. TPU exhibited the largest sensitivity, with permeability increasing by 34 % after thermal ageing and 27 % after UV ageing, accompanied by visible surface crazing and a 15 % reduction in hardness. Shore A hardness, tensile elongation at break, and infrared spectroscopy were used to characterise degradation mechanisms. 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Her laboratory has limited availability in the autumn semester due to teaching load; project kick-off meetings and intensive measurement campaigns are better scheduled in spring or summer.","excerptSha256":"3eb4e40ffce8288d76eb7033e558edc67a4010b3acc9b0efb8b0bd2cfac51232","id":"ev-c274ec70cc7a0ae374e840e651800ac2666b0f59b6159026bd9410862562dddd","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/notes","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"contract research\",\"consulting on enclosure design for moisture control\",\"joint projects on material characterisation or hygrothermal simulation\",\"student internships in experimental thermal-fluid measurement\",\"equipment access (climate chamber, gravimetric vapour sorption analyser, infrared thermography)\"]","excerptSha256":"89cd88c61830dc8c6f53e7965c1edce6ae1da0687b9fa9c3ba0c29d95c09758a","id":"ev-3326c6f6cf24532fe1fd5a27438c0a06c62d7afb9155df26eea2cbe9a1ed5d86","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Sabo provided a six-month consulting engagement to a domestic manufacturer of outdoor metering cabinets, advising on gasket material selection and anti-condensation heater sizing. 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This work tracks dimensional changes in injection-moulded PEI discs and pins stored in sealed packaging at three relative humidity levels (30%, 60%, and 90%) over 18 months. CMM measurements at six-month intervals show that at 90% RH, average diameter growth reached 0.015 mm after 18 months, representing 75% of the maximum allowable tolerance. Moisture uptake at 90% RH reached 1.2 wt%, consistent with literature values for unfilled PEI. Specimens stored at 30% RH showed negligible dimensional change (<0.003 mm). A linear predictive model relating absorbed moisture to dimensional deviation, validated against independent specimens, is presented with 95% confidence intervals. 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A control group was tested in the dry-as-built condition. Tension–tension fatigue tests (R = 0.1, 1 Hz, 37 °C) were performed. The cyclic hygroscopic treatment reduced fatigue life at 40 MPa by 38% compared with the dry control group. Micro-CT imaging performed before and after the hygroscopic cycling revealed enlargement of interlayer porosity, with mean pore diameter increasing from 48 µm to 67 µm. Dynamic mechanical analysis (DMA) showed a reduction in storage modulus of 12% and an increase in the loss tangent peak area of 18% after hygroscopic cycling, indicating increased viscoelastic energy dissipation per cycle. The findings are relevant to the growing use of SLS-printed PA12 in patient-specific surgical guides and low-load orthopaedic ancillaries.","excerptSha256":"1c0f1f6c837941f1d4d5c32de7e43631a5ab05734869b75019e3d6cbc59e66ec","id":"ev-5c16ce689cb714c5b015f2461a85bd884c52e3eede3ab305e4325c84995dbb86","recordSha256":"3759eb3d7056d854d6878466a142ca134cddadf2629087fca2f5aa31d0be6057","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":1137},"recordId":"SYN-PUB-01137"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0084","excerptSha256":"be58c7428d2751038b1928a5767e3f71ecde9b962be0d3b1463a603eb3b2492d","id":"ev-fd7508e7d1d7fc44a40d0f01a195ea16343531b1edc346bd9d37ce102e75c316","recordSha256":"3759eb3d7056d854d6878466a142ca134cddadf2629087fca2f5aa31d0be6057","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":1137},"recordId":"SYN-PUB-01137"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Three accelerated ageing protocols for thermoplastic polyurethane (TPU) catheter tubing segments are compared: elevated temperature immersion (70 °C in phosphate-buffered saline), combined UV/humidity exposure (UVA, 0.76 W/m², 50% RH), and real-time ageing at 23 °C/50% RH over 52 weeks. Fatigue life under cyclic bending (displacement-controlled, 1 Hz, 180° bend radius) was measured for each protocol at nominal ageing equivalents of 6, 12, 24, and 52 weeks. The elevated temperature protocol was the most aggressive: fatigue life after 24-week equivalent ageing dropped to 42% of the initial value. Molecular weight (GPC), hardness (Shore A), and elongation at break were measured alongside fatigue data. Arrhenius correlation between the 70 °C and 23 °C datasets yielded an activation energy of 84 kJ/mol, within the range expected for hydrolytic degradation of polyester-based TPU. The UV/humidity protocol produced divergent results not predictable from the thermal model, suggesting a different degradation mechanism relevant only to external device surfaces.","excerptSha256":"747454c6ebc6787ee8eca689fe4d440e0adfac026ed62a0c963b470f01f717aa","id":"ev-bd719dcb14b62db67f23b0eb06322251faa53f585996c0e73c1a1136a2a69cf0","recordSha256":"e1bd3d5e39eeb643a6793087798da65e45069a02ccca03d2159c57081e50a821","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":1134},"recordId":"SYN-PUB-01134"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0084","excerptSha256":"be58c7428d2751038b1928a5767e3f71ecde9b962be0d3b1463a603eb3b2492d","id":"ev-89042a0e62bd91612292a0c7f629efc1cbfb106db46f9a428f1d6ed6a203e288","recordSha256":"e1bd3d5e39eeb643a6793087798da65e45069a02ccca03d2159c57081e50a821","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":1134},"recordId":"SYN-PUB-01134"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"hygroscopic swelling\",\"dimensional stability\",\"engineering polymers\",\"fatigue behaviour\",\"cyclic mechanical loading\",\"high-humidity ageing\",\"biomedical device materials\",\"polyamide\",\"PEEK\",\"accelerated ageing\"]","excerptSha256":"1e6248be6e95582e80e48c68ea92538a95c641f9d5bef3bddff644dab5a11ca1","id":"ev-bcedfc3fc4ed49771841f8eb8ef91d519aacfa234505cf0820a2c876042416e7","recordSha256":"f4c92aee6edc7a01c805f3e691e66e2c9730c9d7e7d26fb85da318fa7bfb060f","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/83"},"recordId":"R0084"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This paper investigates whether DMA measurements—specifically storage modulus E′, loss modulus E″, and the loss tangent tan δ recorded at 1, 10, and 100 Hz—can serve as rapid non-destructive predictors of residual fatigue life in humidity-aged polymer specimens without performing full fatigue tests. Four materials were studied: PA6, PA66-GF30, POM-C, and PEEK, each aged at 85% RH and 37 °C for 0, 4, 8, 16, and 32 weeks. DMA signatures were correlated with fatigue lives measured at a fixed stress amplitude of 40% of the tensile strength for each material–ageing combination (n = 8 per data point). For PA6 and PA66-GF30, tan δ at 1 Hz showed the strongest correlation with residual fatigue life (Pearson r = −0.91 and −0.87 respectively). POM-C and PEEK showed weaker correlations (r = −0.61 and −0.54), consistent with their low moisture uptake limiting the DMA-detectable change. A simple regression-based screening criterion using tan δ thresholds is proposed and its applicability limits are 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The berries leave Serbia in good condition — our own quality checks confirm that — but by day nine of a typical fourteen-day shelf-life window, a meaningful share of punnets show visible Botrytis mould. Buyers have started issuing penalty deductions and two accounts have threatened to switch suppliers unless we fix this before next season, which means we have roughly eight months. The punnet itself is a standard 125 g rPET shell with a heat-sealed anti-fog lidding film. We have run informal trials with two different film grades and adjusted seal pressures, but mould rates did not drop enough to matter. We suspect the issue is a combination of micro-condensation inside the punnet and an oxygen-transmission rate that is not well matched to berry respiration at 2–4 °C. We have OTR and CO₂TR instruments in the lab and can measure headspace gas composition, but we do not have the modelling background to translate those numbers into a film specification. We also have real shipment data — temperature logs, humidity logs, and destination inspection reports — from the last two seasons. Budget for trials is limited; we can fund materials and lab time but cannot afford a large external testing programme. A good result is punnets reaching day fourteen with mould incidence below one percent, confirmed in controlled simulated-transit tests."},"reviewSnapshot":{"checks":{"semanticSupport":"unassessed","sourceAndStructural":"verified","sourceTextPolicy":"data_only"},"counter":{"checkedCandidates":["R0976","R0715","R0926","R0426","R0172","R0786","R1044","R0084"],"checkedFacets":["challenge requirement reading (raspberry Botrytis at day 9 vs 14-day target, sub-1% mould in simulated-transit tests, condensation/OTR matching at 2–4 °C, modelling capability, limited trial budget)","resolution of every declared restriction field (notes/open_to/industry_experience) for all eight fixed-pool candidates","identity bindings and content links for each candidate (author_of, project_participant, patent_inventor, profile_field); unattributedEvidenceIds empty for all eight","domain alignment of each candidate's publication/project/patent corpus with fresh-produce MAP, film permeability and Botrytis spoilage","availability and timing constraints (leave, semester load, start dates) versus the customer's roughly eight-month deadline","equipment and access constraints versus the customer's stated analytics (OTR/CO₂TR, headspace gas) and limited budget","commercial arrangement/restriction mismatches (mandatory in-house testing, software licences, throughput limits, equipment preferences)","rank-vs-relevance mismatch in pool diagnostics (lexical anchors, NARROW_CHANNEL_COVERAGE, SEMANTIC_SUPPORT_UNASSESSED, truncated pool of 40 of which 8 selected)","R0926/R0426 non-produce corpora evaluation","R1044 domain-alignment audit","R0084 domain-alignment audit"],"findings":[{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-1d1cb62fcaf9180140964a9614d45faf39dab9ecd125e2871b4590068b77f69e","ev-69d781bf772c35a00ed8644dc01409b67af9c6deff1f319f574ddf0fdd65c3ea","ev-0f326969ca08f5b186dd9892cccafd1804daa61b7e13a159c2cccf08236069ce","ev-c10b3a161d4787d0ae1ae4b280bb3f46e8f3f955e53582f73c7c28e77413eaf9","ev-1736659011644c5889f660fa37a4e9ef426a248de45b5ff77ee53776132ddd3c","ev-8b50f299520730b72484c13f7e0b9da24ace263431119d1b2c38b858bcaa573d","ev-56703aa357f89adec5793a773f46087d56ab92aba30e1e24e11d6db569ff1be1","ev-acff2ddb0afd90163aee757f2f183f8ffd6ba195baac4f8bcfcc5507d9e3f547","ev-6b88dca3e163322d222fa14140d38470e46e4d3b0c4ad4243190be6aac5ad4c5","ev-b349b7601379f18954b8fb663a685b90fff3ea5f52e1bff3bc51f8955d977788","ev-aacdb99a8471da4a306efd4b5f466038fa38a798ec71edc340d45826d38abec6","ev-2207c5d6f41b69b64051216c679011de3c50ca3ed1f3e190e3d226835fe63bf2","ev-3533aa5d6c7d68f7917e85f7a0a1659c727f342ed320b8c6cd7b498a59e83fc4"],"explanation":"R0926 (Sofija Ristić, ranked 3) is a mechanical-engineering sealing-systems researcher whose registered corpus concerns elastomeric gaskets, O-rings and IP-rated electromechanical/enclosure housings: condensation inside sealed electrical enclosures (E014, E072), moisture ingress through compressed gaskets in IP54 steel cabinets (E012), FIP vs EPDM gaskets on electrical cabinets (E094). Her project MOISTMOD targets low-voltage electrical enclosure condensation modelling with a Python prediction tool (E007, E142). There is no registered Evidence of perishable-food, berry, MAP or food-packaging work, and her industry experience is enclosure/cabinet manufacturers (E127). Keyword overlap ('condensation', 'sealed', 'modelling') therefore does not establish technical suitability for Botrytis control in raspberry punnets; her 'modelling' expertise is heat-moisture transfer in non-food cavities, not respiration/permeability-based MAP design.","id":"CE-001","recheckQuestion":"Does R0926 have any registered Evidence of fresh-produce or food-packaging MAP work, as opposed to electromechanical enclosure condensation?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-93e078cdd8b1516991c68e7f6576362c0743040e6472022dfb9af55e2125ad11","ev-efc2af8341dbc3cfe6e47b48090f7de0e062757331e69e7fe0a66381c60b0483","ev-05b3572c13bac99a9b7a119864a84e588a185903d89656ce31f08f7cd712d9bc","ev-9a6aa7f8082a33136b1adbcc999fbf2830a4f209d44071b3f512fd7de0c7f5c2","ev-1ddbd5bcd51f22154f77f3dc03f76899e08ec087b52a92b55390b5156e4d8ea1","ev-9b29d9241388fed841c8dba189ac14d8de9da87c93b711c567e24865305a64a1","ev-f4c9c12deb91ce72a17bcea3c1989567bcb2fa0c92894219626d3e3d05b2e395","ev-c8475d9338e98a1c1a219209e9aa15a2dc4c5ed5af13b599654f81808b30a128","ev-f34b6eb40fdd538d4f00e891eead3f1f3574c632276611e2935d7bade750c28c","ev-e597f99f5e1bf5749393a8eb77af8f0e96b7a0e86e7f0ef7696670ea2ab43722"],"explanation":"R0426 (Aleksandar Bošković, ranked 4) contributes injection-moulding thermomechanical simulation: warpage/residual stress in PA6 and PP parts, mould heat-transfer-coefficient calibration and cooling-circuit CFD (E100, E172, E002, E108, E016, E111). His sole condensation-related item is a co-authored enclosure simulation (E014), not food packaging. The only keyword link to the challenge is the word 'mould' (mould tooling, not Botrytis mould). His project is semi-crystalline injection-moulding warpage (E177, E148) and his industry work is automotive plastics (E163); restrictions require partners to supply moulded parts and licences for proprietary simulation software (E176, E148). Nothing registered supports thermoformed rPET punnet/lidding-film or fruit-spoilage work, so lexical agreement on 'mould' is a false lead.","id":"CE-002","recheckQuestion":"Is there any registered Evidence that R0426 has worked on food packaging, thermoformed trays or microbial spoilage rather than injection-moulding warpage?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"RANK_PROMINENCE_NO_PRODUCE_SUPPORT","evidenceIds":["ev-a1e0d84eea90d32c0fe23995763effb550a5d625b9e05658abfc6d2b3dfc8c0c","ev-b6121bcedbe395fd3caccae4ac05a2f664396af5b97e4c9c9e7c374cc9fd008c","ev-971e9c4504f4a0ce11b0b18537540fc257d9c11afd1b43e4cc9d8e35b12529df","ev-c628a2c79e9fd2ef14da9af311a67757db20870964f3f662eff4eea00a4439bb","ev-3f0f3b404c8b4f15881111c810cb9da489479f5304cfa0a95bfce49d50da65c8","ev-ce988d228dbd64fad02a0c9a7861a6c99ca81a6edc2de05ca0901ca9a36ed771","ev-33c195708ff2fff797fab49701f06c57efdc90f726a2d059be7220ed7c30c83d","ev-2269bbe3f5aa940da5f964104364eb277e5ce5bcc3cf573ad76642097d323b33","ev-b6d880f12a644beb905ad69e18b897688c1788b0be1102671853df56fe8ee74d","ev-3b375aedd011472594e661aea69c6cf6f96d01e64a20a56c103a476113f017f9","ev-c2b63609bd5ddc802f790216e9241abdbd10ee94841ef00c909ee43a281f81d2","ev-9aa92ad8d913cab75cadcafd21e33af2f572300b92e3ea54fcd49d17b7e6fb09","ev-0f76fc551c7fff48111384f0419855110c947650cba69882948b29ebf5dbd140","ev-df3244617cfc4d914dc617998832c9fba7700d82684346ecbc16e22e8177b953","ev-a909b00b744add6120d52be56f9c4e6f546e2779db9864ceac0cd1d538610288"],"explanation":"R0715 (Bojan Grbić, ranked 2) is strong on heat-seal science — mLLDPE seal-initiation temperature, seal-layer formulation, peel vs burst acceptance, film ageing (E131/E102, E146, E047, E039, E027, E134, patent E045/E145) — but no registered Evidence addresses fruit, respiration-matched OTR, headspace gas composition or Botrytis. The evidence explicitly frames his work as VFFS film sealability (E150, E122) and the patent example is cited in the pool's own field pointers only via shared generic terms ('heat','seal','film','temperature'); the actual documents are about thermal sealing windows, not mould control. Additionally his notes state a preference for collaborations with access to production-scale extrusion equipment because his cast-film line cannot replicate industrial conditions (E110), and his open_to items are framed around seal-layer formulation with converters/resin suppliers (E008) — a partial mismatch with a converter that only needs film specification and punnets, not seal-layer R&D. His sealing contribution would be secondary at best and ranking him second overstates fit.","id":"CE-003","recheckQuestion":"Does any registered Evidence show R0715 applying seal or permeability expertise to fresh-produce spoilage outcomes?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"AVAILABILITY_TIMING_RESTRICTION","evidenceIds":["ev-f04c45e881f6264379d79651050bde2d31420e2fad919daaf2921a54fd4a29f4","ev-f53b4c27287f0ce50470f03f3fbd0d331c086c14dc3df75e68ce61a7615f383c","ev-b4f14ee29fcd185de9bb3b4897f8fb8a8e1dcaa65bf9b1ec26d870fb47ce02d6","ev-6d5d310ebd585310b554def18160e50bf39d0227548f5a719856428110743958","ev-eb474dffee84fd5761ed770c57a9a11a2fdce43b0f456a5fa924e0ee5dfd6164","ev-7f1e52c3e4989dda9de24efb297ea057e57507b66df1b7f23f788619f8a55a6b","ev-5feadf2d909b44e3355fb960bd51717699eaa09d7e6637f877d14201a12f12d9","ev-bb25f2c9f39a77d1639fdb26136703e3c32f905fb8624682d5580f49444e34b2","ev-afde54df0d89befde0c9dd4d44dac5f2a9b80da23c53629d8614bba547e76284","ev-20e66d4398a48e8f86d7103cbc04ca558f0d4f174fce90b2facb1011ddd87155"],"explanation":"R0172 (Snežana Puzović, ranked 5) is the best-substantiated permeability/film-transport expert (OTR/WVTR vs temperature, E086, E168, E070, E135, E126, patent E024/E076). However her registered notes state she is available for new collaborations only from autumn 2026 onwards while finishing MONOBAR supervision commitments (E173), which conflicts with the challenge's roughly eight-month pre-next-season deadline and its need for trial work now. She also prefers that experimental work be conducted in her own laboratory (E173), while her open_to centres on barrier characterisation and measurement services rather than MAP specification for a berry exporter (E179, E128). Any plan relying on her for near-term simulated-transit trials must be checked against this start date.","id":"CE-004","recheckQuestion":"Can R0172 start before autumn 2026, and would she accept a scope centred on film-specification modelling rather than pure barrier characterisation?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-56ac1453c890305fe436b4bd5933215cfe5bc4db0020c1c24fcef5320d0cb318","ev-2d9db782b78f718c7adfab6be2be270f9f41e89cfbcc71a4bad7e5b7897e3c87","ev-a4f9adef011563343592a06f6b4b663a2852cf0dac154c3951b4c9dab9243c37","ev-2bc1c85a82c26f0f82908c770c44a207c9a1852d38d0f6d0411d90eacd17be43","ev-428f4590b641633be34a0f0e0eeb8afcbc8f856e086fa50aff60714f8be39c24","ev-0889b2c9fa1ae142873c673f2229e7c7c39364a3b384b980aa5a6cd6f6862b43","ev-797cbed8ba7eb987db0469846868b90fa8dadda59eb0c6a2653520a9f00787a1","ev-3326c6f6cf24532fe1fd5a27438c0a06c62d7afb9155df26eea2cbe9a1ed5d86","ev-c274ec70cc7a0ae374e840e651800ac2666b0f59b6159026bd9410862562dddd","ev-dff786888d0a2d17d2a1cb42fce1fdbafcb012b8a32cf3bde567e129ee6df4d6","ev-99b78048537075a72286f9dd631d7ff9929d40c2943aa1a05679228f1296309c"],"explanation":"R0786 (Svetlana Sabo, ranked 6) is a hygrothermal-modelling and enclosure-physics specialist: condensation onset in polycarbonate/ABS housings, dew-point margins, cable-gland vapour ingress in electrical substation cabinets and thermostat/housing seal physics (E035, E118, E034, E049, E003, E083, E106). Her industry experience is outdoor metering cabinets and product certification disputes (E160), and her open_to is enclosure design for moisture control (E038). No registered Evidence involves packaged food, MAP, respiration-driven gas exchange or Botrytis. The shared terms 'sealed', 'condensation' and 'humidity' describe water-vapour behaviour in electronic housings with heat sources — a fundamentally different transport regime from micro-condensation inside a small sealed punnet driven by berry respiration. Treating her as a condensation expert for raspberry punnets would extrapolate beyond her evidence.","id":"CE-005","recheckQuestion":"Has R0786 ever worked on condensation inside food or produce packaging rather than electrical enclosures?","scope":"run","severity":"blocking"},{"claimIds":[],"code":"RESTRICTION_TIMING_AND_DOMAIN_PARTIAL","evidenceIds":["ev-09aa76bb239a95905bbc8b8b5826f28245400ee610f75cf05f6909470d45df68","ev-e6a11175471bf41b25c4cc1ee7ab8299fa2e1497d6fcd1c1c61d4250836caeda","ev-e0ce2ae6ce65e50c9720b33910707da107fb01c1fa67926459c76617cbde0624","ev-a46b69e23aa5d77b5476d1144ae4520d4c69aaae3fc73e9438392c1314db3d5f","ev-ff6c71d27c231ae3b153155673e8dc15804b9fcf70aa96d5766b07a30d44a8cc","ev-ae0e198ce42826c9accb9a047dbab35c739ad5e7c794a6fe31877f3b956cff19"],"explanation":"R1044 (Branka Lalić, ranked 7) is scheduled for parental leave from October 2026 to approximately April 2027 (E004), which overlaps the deadline-critical window the challenge describes; only commitments starting before October 2026 can be accommodated. Her registered output is biopolymer/starch–protein reactive extrusion with property mapping including OTR (E117, E182, patent E125) and some co-authorship on seal-test work (E039, E134 via shared documents), but no registered Evidence covers fruit, Botrytis or produce MAP. Her open_to is biopolymer formulation/testing (E165) and the twin-screw line is limited to ~5 kg/h, constraining any punnet-scale prototyping (E004). Relevance to the stated film-grade/OTR-matching problem is peripheral.","id":"CE-006","recheckQuestion":"Would R1044's group add anything to rPET lidding-film specification within the eight-month window, and can work start before her October 2026 leave?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"DOMAIN_MISMATCH_WEAK","evidenceIds":["ev-990f5c68dc58a9f05f47273ae9fbfe3a986b2e310d6d16630fc83ec9ad7aa1df","ev-3563a555d5eda96987d0a36c1b72fc3b151eb381c251e30a331652504be59270","ev-3a6a9d62dba20b521a18cb6fa9f6e86b175f02fe65d6f3e04ad01c9251959304","ev-9324835332e44c003e8cc2ff3b9e8f72381846bc1d24a9c602d18b8bae3a5c11","ev-5c16ce689cb714c5b015f2461a85bd884c52e3eede3ab305e4325c84995dbb86","ev-bd719dcb14b62db67f23b0eb06322251faa53f585996c0e73c1a1136a2a69cf0","ev-a8f6fabf288c4dbc8868309b4c449a2b7e554a3baff1fbf57c5ac9056681fe04","ev-594ecbe01e06e84d62447073c0e3709c2f854dab6a6421cce3535c0180db1437","ev-1e84bb24da482eabbad8ccf670841f8d9df35dbb3a64ea26300a9aa68a17d53a","ev-a1e0d84eea90d32c0fe23995763effb550a5d625b9e05658abfc6d2b3dfc8c0c"],"explanation":"R0084 (Petar Dobanovački, ranked 8) is a mechanical-testing/accelerated-ageing specialist for engineering and biomedical polymers: hygroscopic swelling of PEI parts, PA12 fatigue after humidity cycling, TPU catheter ageing (E099, E068, E137, E120). His only film-related link is being participant index 1 on the PERMTEMP permeability project (E017, E115), whose subject is a permeability reference dataset for polyolefin films (an instrument calibration/reference dataset rather than MAP design). Profile bio is empty and his industry experience is medical-device and compounding companies (E044); open_to is fatigue/ageing testing, climate chamber, CMM and medical-device certification consulting (E042). No registered Evidence supports Berry/Botrytis or produce-packaging work, so his rank-8 inclusion rests on shared words in a shared project.","id":"CE-007","recheckQuestion":"Does R0084 have any registered Evidence of produce-packaging or spoilage work beyond the shared PERMTEMP project participation?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"SINGLE_CANDIDATE_COVERS_SUBSTANTIVE_SCOPE","evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-04978591efe06b065ca8403a0f1b4fc0dc7b958a60c208dab5779b6f94cee84a","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0"],"explanation":"Reviewing the whole pool, the substantive raspberry/Botrytis/MAP content is concentrated almost entirely in R0976 (Jelena Marković): Serbian raspberry MAP gas-mix specifications with 14-day storage and Botrytis incidence (E138), pre-cooling and headspace equilibration effects on Botrytis (E073), OTR/CO₂TR film selection for small-format berry trays with finite-element gas-permeation modelling (E087), Botrytis predictive-model/digital-twin work (E040, E064), and MAP engineering design (E055). The remaining seven candidates' registered Evidence contains no berry-Botrytis outcome data, so a portfolio that treats several of them as equivalent berry-spoilage experts would rest on keyword proximity only. Note also that the pool is truncated (40 merged, 8 selected) with SEMANTIC_SUPPORT_UNASSESSED and NARROW_CHANNEL_COVERAGE; absence of contrary evidence for unselected researchers cannot be assumed. This is advisory, not a verdict on any final team, and does not constitute approval.","id":"CE-008","recheckQuestion":"If any candidate other than R0976 is presented as bringing berry-Botrytis outcome evidence, which registered Evidence ID supplies it?","scope":"run","severity":"advisory"},{"claimIds":[],"code":"UNCHECKED_SCOPE_BEYOND_POOL","evidenceIds":[],"explanation":"Only the eight fixed-pool candidates and their registered Evidence were inspected. No claim could be cited for the Proposer's (unseen) claims, so claimIds are empty throughout. Checks of the remaining 32 merged candidates, of whether any candidate's Evidence contains conflicting results, and of whether the challenge's sub-1% mould target is achievable by any candidate were not performed; the challenge text itself notes that two prior film-grade/seal-pressure trials did not reduce mould rates enough, which is a customer-stated constraint on expected effect size rather than candidate counter-evidence.","id":"CE-009","recheckQuestion":"Should the remaining merged candidates be inspected before any portfolio finalisation?","scope":"run","severity":"advisory"}],"hash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","id":"counter_4d1650f3-1fdc-41fc-b0c6-2ae14a8b8485","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","noCounterEvidenceFound":["No blocking incompatibility was found between R0976's registered Evidence and the challenge's raspberry/Botrytis/MAP needs; no absent-attribution issue was found for any of the eight candidates (unattributedEvidenceIds empty, all content links backed by identity Evidence).","No explicit identity conflict (duplicate or contradictory researcher identity bindings) was found for any of the eight inspected candidates.","No counter-evidence was found indicating that the challenge's stated OTR/CO₂TR and headspace-measurement capability is incompatible with the pool's registered permeability instrumentation descriptions; this was not a proof of suitability, only that no contradiction appeared in inspected records."],"poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","version":1},"draft":{"challengeId":"C036-CH1","claims":[{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e"],"id":"C1","kind":"fact","limitations":["Results are at lab/experimental scale under controlled 2 °C storage, not on commercial export consignments.","Abstract-level report only; film OTR/CO₂TR of the tested films is not stated in the retrieved excerpt."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-06465","relation":"author_of","subjectId":"R0976"}],"text":"Peer-reviewed work attributed to this researcher evaluated MAP of Serbian-grown raspberries at 2 °C over 14 days across three gas compositions, monitoring firmness, colour, soluble solids, titratable acidity and visual mould incidence plus Botrytis cinerea counts."},{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e"],"id":"C2","kind":"fact","limitations":["63% reduction is relative to control, so it does not imply sub-1% absolute mould incidence by day 14.","Sensor panel marketability at day 10 falls short of the company's 14-day target."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-06465","relation":"author_of","subjectId":"R0976"}],"text":"The reported raspberry MAP study found that a 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% relative to an ambient-air control and maintained firmness above commercial thresholds for 12 days versus 6 days in air, with sensory marketability at day 10 under optimal MAP."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009"],"id":"C3","kind":"fact","limitations":["The tray was mixed-berry, not raspberry-only 125 g rPET punnet geometry.","Film specification values are reported as study findings and cannot be transferred to the company's punnet without local verification."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","fieldPointer":"/keywords","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10216","relation":"author_of","subjectId":"R0976"}],"text":"Related work attributed to this researcher screened 12 commercial films differing in OTR and CO₂TR for mixed-berry trays at 2 °C and used finite-element gas-permeation modelling to confirm headspace trends and predict equilibrium under alternative fill weights; one film (OTR 3,800, CO₂TR 18,000 cm³/m²/day) kept headspace within acceptable ranges for three species and cut mould incidence 55% versus a polyethylene control."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109"],"id":"C4","kind":"fact","limitations":["Findings concern pre-cooling protocols at 2 °C experimental scale; applicability to the company's packing-house line is unverified.","Day-8 outcomes do not demonstrate day-14 performance."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10214","relation":"author_of","subjectId":"R0976"}],"text":"The researcher's raspberry MAP study also examined pre-cooling before sealing: forced-air cooling reached target core temperature in 38 minutes versus 210 minutes for room cooling, gave 14 hours earlier headspace O₂ equilibration, and was linked to significantly lower Botrytis incidence and better firmness at day 8; hydrocooling produced excess free moisture and calyx decay."},{"evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba"],"id":"C5","kind":"fact","limitations":["The stochastic framework is demonstrated on strawberries and total aerobic count; Botrytis-specific calibration on raspberries is separate.","Modelling addresses prediction and prioritisation, not film selection by itself."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","fieldPointer":"/abstract","objectId":"SYN-PUB-10215","relation":"source_field","subjectId":"SYN-PUB-10215"},{"evidenceId":"ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-10213","relation":"author_of","subjectId":"R0976"},{"evidenceId":"ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba","fieldPointer":"/authors/3/researcher_id","objectId":"SYN-PUB-10215","relation":"author_of","subjectId":"R0976"}],"text":"Attributed work translates cold-chain data into shelf-life prediction: a 12-month digital-twin pilot on Serbian berry consignments flagged 88% of consignments later showing elevated spoilage with 9% false positives, and a Monte Carlo stochastic model propagating temperature variability from 180 monitored consignments covered 91% of observed outcomes, identifying mean transport temperature and door-opening frequency as the dominant variance drivers."},{"evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7"],"id":"C6","kind":"fact","limitations":["A textbook chapter is a methodological reference, not validation for FreshPak's specific punnet."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","fieldPointer":"/abstract","objectId":"SYN-PUB-10217","relation":"source_field","subjectId":"SYN-PUB-10217"},{"evidenceId":"ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7","fieldPointer":"/authors/2/researcher_id","objectId":"SYN-PUB-10217","relation":"author_of","subjectId":"R0976"}],"text":"A book chapter attributed to this researcher covers gas mass-balance modelling, film permeability selection, tray-geometry effects on headspace equilibration, and linkage of predictive microbiology to temperature-monitoring data, with a worked example of a forced-air pre-cooling and MAP line for a mid-sized raspberry exporter."},{"evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345"],"id":"C7","kind":"inference","limitations":["No retrieved evidence shows work on heat-sealed anti-fog lidding film on 125 g rPET shells or on micro-condensation control specifically.","Semantic support of evidence for this challenge is unassessed; fit is inferred from abstract-level content."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","fieldPointer":"/abstract","objectId":"SYN-PUB-10215","relation":"source_field","subjectId":"SYN-PUB-10215"},{"evidenceId":"ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345","fieldPointer":"/keywords","objectId":"R0976","relation":"profile_field","subjectId":"R0976"}],"text":"The combination of raspberry-specific MAP gas-mix results, film OTR/CO₂TR screening with permeation modelling, and temperature-driven Botrytis prediction plausibly covers the modelling gap FreshPak describes: converting measured OTR/CO₂TR and headspace data into a film specification for its 125 g rPET punnet at 2–4 °C."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230"],"id":"C8","kind":"inference","limitations":["The company's own two-season logs and two failed film grades are unexamined here; data quality is unknown."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","fieldPointer":"/abstract","objectId":"SYN-PUB-10218","relation":"source_field","subjectId":"SYN-PUB-10218"}],"text":"Because the identified evidence is experimental and modelling-based rather than a validated commercial 14-day packing-house protocol, the realistic contribution is a bounded film-specification and trial-design study, not a guaranteed one-percent mould outcome."},{"evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a"],"id":"C9","kind":"proposal","limitations":["Film candidates, data formats and lab-turnaround capacity must be confirmed with FreshPak.","Any timeline or number of candidate films is an assumption to agree, not a source fact."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"},{"evidenceId":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","fieldPointer":"/abstract","objectId":"SYN-PUB-10213","relation":"source_field","subjectId":"SYN-PUB-10213"},{"evidenceId":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","fieldPointer":"/abstract","objectId":"SYN-PUB-10217","relation":"source_field","subjectId":"SYN-PUB-10217"}],"text":"Proposed pilot contribution: use FreshPak's OTR/CO₂TR and headspace measurements plus its two seasons of temperature, humidity and inspection data to (1) estimate raspberry respiration-driven target atmosphere at 2–4 °C, (2) rank a small set of candidate lidding films by modelled steady-state headspace and Botrytis risk, and (3) co-design a compact simulated-transit trial matrix."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf"],"id":"C10","kind":"proposal","limitations":["Thresholds, replicates and consignment counts are proposals requiring agreement; the <1% day-14 target is the company's stated goal, not a demonstrated result.","Budget limits preclude a large external programme, so replicate counts may be constrained."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","fieldPointer":"/abstract","objectId":"SYN-PUB-10216","relation":"source_field","subjectId":"SYN-PUB-10216"},{"evidenceId":"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","fieldPointer":"/abstract","objectId":"SYN-PUB-06465","relation":"source_field","subjectId":"SYN-PUB-06465"}],"text":"Suggested milestones and go/no-go logic: baseline the current film and seal setting in simulated transit (mould incidence at day 9 and 14); measure headspace O₂/CO₂ and respiration for 1–3 proposed films; compare observed headspace against model predictions; proceed to a pre-season consignment check only if the best candidate meets an agreed mould-incidence and headspace-target threshold; otherwise revise the film or add pre-cooling/condensation measures."},{"evidenceIds":["ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0"],"id":"C11","kind":"fact","limitations":["No restriction blocks this topic, but the exact form of engagement (sponsored project, PhD co-supervision, consultancy terms) is not specified.","Profile-level industry experience is self-described and not independently detailed in evidence."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","fieldPointer":"/open_to","objectId":"R0976","relation":"profile_field","subjectId":"R0976"},{"evidenceId":"ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","fieldPointer":"/industry_experience","objectId":"R0976","relation":"profile_field","subjectId":"R0976"}],"text":"Participation conditions recorded on the profile are industrial PhD supervision and joint projects, and the profile states prior work with three fruit exporters on packaging trials."},{"evidenceIds":["ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230"],"id":"C12","kind":"inference","limitations":["These questions follow from source content as gaps, not from experimental data on FreshPak's product."],"researcherId":"R0976","sourceBindings":[{"evidenceId":"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef","fieldPointer":"/abstract","objectId":"SYN-PUB-10214","relation":"source_field","subjectId":"SYN-PUB-10214"},{"evidenceId":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","fieldPointer":"/abstract","objectId":"SYN-PUB-10218","relation":"source_field","subjectId":"SYN-PUB-10218"}],"text":"Unresolved questions include whether the visible mould arises from field inoculum, pre-cooling delay, condensation, or atmosphere imbalance; how seal integrity and anti-fog film behaviour interact with micro-condensation on this rPET shell; and whether simulated transit will reproduce the real German/Netherlands destination outcomes."}],"draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","pair":{"companyId":"C036","researcherId":"R0976"},"poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","sections":{"constraints":[{"claimIds":["C9","C11"],"text":"Required inputs from FreshPak: the two current film grades and their measured OTR/CO₂TR, standard punnet geometry and fill weight, seal pressure range, two seasons of temperature/humidity logs and destination inspection reports, and lab time for headspace and seal testing. Engagement is limited to the researcher's lab and part-time involvement; no large external testing programme can be assumed given the stated budget."},{"claimIds":["C7","C8"],"text":"What remains outside the supported scope: heat-seal and anti-fog film behaviour, micro-condensation control in the 125 g rPET shell, compostable-material migration, and full commercial deployment or a contractual one-percent mould guarantee."}],"cooperationScope":[{"claimIds":["C9","C10"],"text":"Scope: a film-specification and trial-design project using FreshPak's lab (OTR/CO₂TR, headspace gas, seal strength) and historic shipment data, with milestones (a) translation of logs into a temperature/humidity profile, (b) modelled headspace and Botrytis risk ranking for a short candidate film list, (c) simulated-transit trial protocol and its execution, (d) pre-season consignment check."},{"claimIds":["C11"],"text":"Engagement form to agree: joint project and/or industrial PhD co-supervision, consistent with the researcher's stated openness."}],"summary":[{"claimIds":["C1","C3","C7","C8"],"text":"Dr. Jelena Marković (R0976) is a strong partial match for C036-CH1: her attributed work covers raspberry MAP gas composition for Serbian export, film OTR/CO₂TR screening with permeation modelling, pre-cooling effects on Botrytis, and temperature-driven shelf-life prediction on real Serbian consignments. This addresses the modelling gap and the film-specification translation the company lacks, but it does not by itself guarantee <1% mould at day 14; a bounded trial is the appropriate next step."}],"technicalRationale":[{"claimIds":["C1","C2"],"text":"Raspberry-specific evidence: a 5% O₂/15% CO₂ atmosphere cut Botrytis incidence 63% versus air and held firmness for 12 days at 2 °C, giving a defensible starting point for atmosphere targets."},{"claimIds":["C3","C6"],"text":"Film specification capability: 12-film OTR/CO₂TR screening with finite-element gas-permeation modelling shows a method to convert measured permeability and headspace data into a candidate specification, matching the company's stated need to translate OTR/CO₂TR numbers into a film grade."},{"claimIds":["C4"],"text":"Condensation and pre-cooling: evidence on forced-air versus room cooling and hydrocooling links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis."},{"claimIds":["C5"],"text":"Cold-chain data use: existing work ingesting temperature/humidity streams into Botrytis-relevant prediction models indicates usable methodology for FreshPak's two seasons of logs and destination inspection reports."}],"unknowns":[{"claimIds":["C12","C8"],"text":"Open questions: which factor dominates visible mould (field inoculum, pre-cooling delay, condensation, atmosphere imbalance); how anti-fog chemistry and seal integrity interact with condensation; whether simulated transit reproduces German/Netherlands destination outcomes; and whether any candidate film can reach <1% at day 14 within budget."}],"validation":[{"claimIds":["C10","C2","C3","C4"],"text":"Baseline: current lidding film and seal pressure run in the simulated-transit protocol, recording visible Botrytis incidence at days 9 and 14 and headspace O₂/CO₂. Candidate films are measured the same way, with model-predicted versus observed equilibrium gas composition compared per film and fill weight. Go/no-go: advance to the pre-season consignment check only if the best candidate reaches the agreed mould-incidence threshold and its observed headspace trend is consistent with the model; otherwise revise film, seal setting or pre-cooling before the season deadline."}]},"version":1},"evidence":[{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Mixed-berry trays combining raspberry, blueberry, and blackberry are commercially attractive but present packaging engineering challenges because each species has a distinct optimal modified atmosphere range and a different respiration rate at equivalent temperatures. This study evaluated 12 commercially available polymeric packaging films differing in oxygen transmission rate (OTR) and carbon dioxide transmission rate (CO₂TR) for their suitability in MAP of mixed-berry trays stored at 2 °C. Headspace equilibrium gas compositions were measured at 24-hour intervals over eight days and compared against species-specific target ranges determined from prior single-species trials. Microbiological and firmness data were collected at four-day intervals. A film with OTR of 3,800 cm³/m²/day and CO₂TR of 18,000 cm³/m²/day delivered headspace conditions within acceptable ranges for all three species simultaneously and reduced mold incidence by 55% relative to a standard polyethylene control. Finite element modelling of gas permeation through the film was used to confirm experimental headspace trends and to predict equilibrium under alternative tray fill-weight scenarios. 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This experimental study examined three pre-cooling protocols — forced-air cooling at 2 m/s, hydrocooling at 1 °C, and room cooling as control — applied to raspberry punnets subsequently sealed under a 5% O₂/15% CO₂ MAP at 2 °C storage. Headspace gas composition was monitored at 0, 6, 12, 24, and 48 hours post-sealing using an inline gas analyzer. Fruit core temperature profiles, firmness, respiration rate (CO₂ evolution), and drip loss were recorded throughout a 10-day storage trial. Forced-air cooling achieved target core temperature in 38 minutes compared to 210 minutes for room cooling, and resulted in target headspace O₂ equilibration 14 hours earlier than the room-cooled control. Faster equilibration was associated with significantly lower Botrytis incidence (p < 0.01) and superior firmness retention at day 8. Hydrocooling achieved comparable equilibration speed but introduced elevated free moisture that promoted calyx decay. 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Three gas compositions — 5% O₂/15% CO₂/80% N₂, 10% O₂/10% CO₂/80% N₂, and ambient air control — were evaluated at 2 °C storage over a 14-day period. Quality parameters including firmness, color (L*, a*, b*), soluble solids content, titratable acidity, and visual mold incidence were monitored at two-day intervals. Microbiological analyses targeted total aerobic counts and Botrytis cinerea colony formation. Results demonstrated that the 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% relative to control and maintained firmness above commercial acceptability thresholds for 12 days compared to 6 days in ambient conditions. Sensory panel scores for color and texture confirmed marketability at day 10 under optimal MAP conditions. The findings provide actionable gas-mix specifications for exporters shipping raspberries to Central European markets, and establish a data foundation for integrating MAP parameters into predictive shelf-life models. 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This paper reports a feasibility study for implementing sensor-based dynamic remaining shelf-life (RSL) labelling on raspberry and blueberry consignments exported from Serbia. Time-temperature indicator (TTI) labels from two commercial suppliers were benchmarked against data-logger-calibrated predictive model outputs for Botrytis growth and total aerobic count across 24 simulated and 16 real export consignments. TTI colour-response kinetics were characterised at 0, 4, 8, and 12 °C and integrated into an RSL calculation algorithm using an Arrhenius-based temperature dependence model. Agreement between TTI-derived RSL and model-derived RSL was within ±1.2 days for 79% of consignments, which was deemed commercially acceptable by participating exporters. A cost–benefit analysis estimated that TTI-based RSL labelling could reduce consignment rejection rates at destination by 18–24%, yielding a positive return on investment for exporters operating above 50 tonnes per season. Regulatory and labelling compliance considerations under EU food law are discussed, along with the data requirements for formal TTI validation. The study supports the case for piloting RSL labelling in the Serbian berry export sector as part of a broader cold-chain quality assurance programme.","excerptSha256":"ac580056d9fe7881171d308d34684af5e9a20ac6f7a2593efcb8675e6d07230f","id":"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-10a458ce51baca669acc28dd66245beaa4d20202354bfd42d7fd652ca4b053fe","recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"shelf life\",\"modified atmosphere packaging\",\"berries\",\"cold chain\",\"predictive models\"]","excerptSha256":"040c8c31d5ac0b4d6dce04957a055dfd188615795c60829ea3f48e587c0a1916","id":"ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345","recordSha256":"58815a4ee59d8f4e66d687ad4b14102555e207f7d6092dcf383dbc52e14691ef","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/975"},"recordId":"R0976"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-44c106fdc46c8b16bb6648441e2769043ac23bdaf036364dc3905429d72b99e3","recordSha256":"58815a4ee59d8f4e66d687ad4b14102555e207f7d6092dcf383dbc52e14691ef","source":{"derivedRecordId":false,"fieldPointer":"/id","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/975"},"recordId":"R0976"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Active packaging systems incorporating volatile antimicrobial agents derived from plant extracts represent a promising complement to conventional modified atmosphere packaging (MAP) for fresh blueberries. This study assessed the efficacy of sachets containing encapsulated thymol and carvacrol — sourced from wild thyme and oregano — integrated into clamshell packaging under a 5% O₂/15% CO₂ atmosphere at 2 °C. Blueberry quality was monitored over 18 days for firmness, total anthocyanin content, weight loss, and microbiological load (total aerobic count and Botrytis incidence). Active MAP sachets reduced total aerobic counts by 1.8 log CFU/g relative to passive MAP controls at day 12 and delayed visible mold onset by four days. Anthocyanin retention was significantly higher in active MAP treatments (p < 0.05), suggesting a secondary antioxidant protective effect. Consumer acceptability scores obtained through a 40-member sensory panel confirmed marketable quality at day 14 for saline-active MAP versus day 10 for passive MAP controls. Migration testing confirmed that thymol and carvacrol residues in fruit tissue remained below European regulatory thresholds. This work demonstrates the practical feasibility of combining MAP gas composition with natural antimicrobial active elements for export-grade blueberry packaging.","excerptSha256":"8b6a900bde93f656e0c8a3c04ca9879c0f4be5a1dd313f68f0d82a0811926c3a","id":"ev-04978591efe06b065ca8403a0f1b4fc0dc7b958a60c208dab5779b6f94cee84a","recordSha256":"23e399fdefda87040438bd7f66218f26aec200030b1277b8370d526f3546c50e","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10212},"recordId":"SYN-PUB-10212"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-0e4a4867a45db089432441111b721e257bbc4caaeeb5a29e1f68e487c94313ec","recordSha256":"23e399fdefda87040438bd7f66218f26aec200030b1277b8370d526f3546c50e","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10212},"recordId":"SYN-PUB-10212"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"time-temperature indicator\",\"remaining shelf life\",\"dynamic labelling\",\"berries\",\"cold chain\",\"Arrhenius model\"]","excerptSha256":"fab9977b3c1b40d97a481ec73c031d2821d8f4995b68d331c6461a9769498b41","id":"ev-49da3333be210cf43ac06a4acd39e7d77b865135e83c69068f981120e8dd3d50","recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Sensor-based remaining shelf-life labelling for berry exports: a feasibility study","excerptSha256":"899af40f3abe10fb401f35271734febb4386c072ada276bb76841e913491594c","id":"ev-992c26151b8abe62962c755a231e48427eb4c1eeaf35b10ea40a54ec428c53a2","recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Digital twin frameworks — virtual replicas of physical supply chains updated by real-time sensor data — offer a new paradigm for proactive spoilage management in perishable food logistics. This paper describes the integration of validated predictive microbial growth models for Botrytis cinerea and total aerobic bacteria into a digital twin architecture developed for Serbian berry cold-chain operations. The system ingests temperature and relative humidity streams from IoT sensors placed within refrigerated transport units and storage rooms, feeding real-time inputs into a model library calibrated for raspberry, blueberry, and strawberry substrates. A graphical dashboard presents logistics managers with dynamically updated remaining shelf-life estimates and spoilage risk scores for each consignment. A 12-month pilot deployment covering four exporting companies and 240 consignments demonstrated that digital twin alerts correctly flagged 88% of consignments subsequently confirmed to exhibit elevated spoilage at destination. False-positive rates were 9%, attributed primarily to anomalous sensor placement near evaporator coils. Integration with enterprise resource planning (ERP) systems for automated re-routing decisions is discussed as a near-term development pathway. The study establishes a reproducible blueprint for deploying predictive microbiology within commercial cold-chain digital twin platforms in the Serbian fruit export sector.","excerptSha256":"d734b5ca4ce8ffc44699c97ceae090e1037e40ab98738581e95eb1d33f8a23f4","id":"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","recordSha256":"d874e169e3547d807aff2bd4aef3057a4090e49184550f612b3edec2810f7f2d","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10213},"recordId":"SYN-PUB-10213"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","recordSha256":"d874e169e3547d807aff2bd4aef3057a4090e49184550f612b3edec2810f7f2d","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10213},"recordId":"SYN-PUB-10213"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Deterministic predictive models assume fixed temperature inputs, which rarely reflect the stochastic nature of real-world cold-chain environments. This study presents a stochastic modelling framework for predicting the remaining shelf life of fresh strawberries under realistic fluctuating temperature conditions. A Monte Carlo simulation approach was applied to propagate uncertainty in temperature distribution parameters — derived from 180 sensor-monitored consignments — through a validated secondary model for total aerobic count growth on strawberry. Output distributions of predicted shelf life were compared against observed microbiological end-point data from the same consignments. The stochastic model significantly outperformed its deterministic equivalent in capturing the spread of observed outcomes, with prediction intervals covering 91% of empirical data points. Sensitivity analysis identified mean transport temperature and frequency of door-opening events as the two variables contributing most to shelf-life variance. A simplified probabilistic shelf-life index (PSI) was derived for use by quality managers without specialist modelling expertise. The framework is applicable to other soft fruits and other pathogen or spoilage organism combinations, provided primary growth data are available. This work advances the practical deployment of quantitative risk-informed decision-making in Serbian berry export supply chains.","excerptSha256":"e9bfd0d79c866489679058b5e6ecaa4ac8518fa379a47d68046f5159e6da91e3","id":"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","recordSha256":"5c74867f20e535bb4a0422248a3ad79ab92d35715e5a407fcfd347bb16bce2f1","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10215},"recordId":"SYN-PUB-10215"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba","recordSha256":"5c74867f20e535bb4a0422248a3ad79ab92d35715e5a407fcfd347bb16bce2f1","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10215},"recordId":"SYN-PUB-10215"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This book chapter provides a comprehensive treatment of the engineering principles underpinning postharvest preservation of fresh horticultural products, with emphasis on modified atmosphere packaging and cold-chain management. The chapter opens with a review of the biochemical and microbiological deterioration mechanisms that govern shelf life in soft fruits, including ethylene-mediated ripening, oxidative browning, and fungal pathogen proliferation. It then develops the engineering framework for MAP system design, covering gas mass balance modelling, film permeability selection, and tray geometry effects on headspace equilibration dynamics. Cold-chain management is addressed through the lens of predictive microbiology, explaining how primary and secondary models can be linked to temperature monitoring data to generate real-time shelf-life estimates. A section on supply chain integration discusses how MAP and predictive modelling tools can be embedded in digital logistics systems. Case studies drawn from Serbian berry export operations illustrate the translation of laboratory models into operational practice, including a worked example of a forced-air pre-cooling and MAP line for a mid-sized raspberry exporter. The chapter concludes with a forward-looking discussion of emerging active packaging technologies and AI-assisted cold-chain optimisation. It is intended for graduate students and food industry engineers seeking a practically oriented reference.","excerptSha256":"d1bd207b7c82a5f0fcade3107a7d409f7f2a9fc2b50d664031d3864646bef950","id":"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","recordSha256":"36e208123d133795c3db6ba805aaf0de081431889a4d797e1233ee69141bacc1","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10217},"recordId":"SYN-PUB-10217"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0976","excerptSha256":"8a9229897d094ca26eb5778036616adee5d8ecd159340b0a7d99e4c17bcf8960","id":"ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7","recordSha256":"36e208123d133795c3db6ba805aaf0de081431889a4d797e1233ee69141bacc1","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10217},"recordId":"SYN-PUB-10217"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"industrial PhD supervision\",\"joint projects\"]","excerptSha256":"e9c7eb80b9da1cfbe0a8a66bfae569634b486739d9185abbf1ef6d812705e2c7","id":"ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","recordSha256":"58815a4ee59d8f4e66d687ad4b14102555e207f7d6092dcf383dbc52e14691ef","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/975"},"recordId":"R0976"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Worked with three fruit exporters on packaging trials.","excerptSha256":"1623adf073c17173188d1a74f7b8c7e76614e7186caa07c28835fd5f8a1af2de","id":"ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","recordSha256":"58815a4ee59d8f4e66d687ad4b14102555e207f7d6092dcf383dbc52e14691ef","source":{"derivedRecordId":false,"fieldPointer":"/industry_experience","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/975"},"recordId":"R0976"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"The effect of oven ageing at 80 °C for periods of 0, 7, 14, 21 and 28 days on the properties of two mLLDPE cast films was investigated to assess fitness for shelf-life-extended food packaging. Films were evaluated by DSC (crystallinity, melting peak), tensile testing (yield stress, elongation at break), and seal strength at a fixed jaw temperature of 115 °C. After 28 days, crystallinity increased by 3.1–4.7 percentage points in both grades, consistent with post-crystallisation. Yield stress rose by 8–12 %, while elongation at break declined from 620 % to 490–530 %, indicating embrittlement. Seal strength dropped by 12–17 % relative to the unaged films, attributed to increased crystallinity at the film surface reducing interdiffusion during sealing. Oxidation induction time measured by DSC-OIT at 200 °C under oxygen remained above 25 min for both grades after 28 days, indicating that the primary antioxidant package was not depleted. The results suggest a conservative shelf life of 18 months for sealed rolls stored below 35 °C.","excerptSha256":"d916b7f64375073c0bbe3ed30a66f8e17a508419892034ce5a9cdb8834dbc402","id":"ev-971e9c4504f4a0ce11b0b18537540fc257d9c11afd1b43e4cc9d8e35b12529df","recordSha256":"105d33946a6cac02590bac3ca77bcc5d3d0913b1ac5f02e427892ed677818aee","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8000},"recordId":"SYN-PUB-08000"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-b6121bcedbe395fd3caccae4ac05a2f664396af5b97e4c9c9e7c374cc9fd008c","recordSha256":"105d33946a6cac02590bac3ca77bcc5d3d0913b1ac5f02e427892ed677818aee","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8000},"recordId":"SYN-PUB-08000"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"heat-sealable films\",\"metallocene polyolefins\",\"seal-layer formulation\",\"VFFS packaging\",\"thermal processing window\",\"rheological characterisation\",\"polyolefin blends\",\"sealing temperature range\",\"multilayer film extrusion\",\"film thickness optimisation\"]","excerptSha256":"a67c46b2752053a312a8086123e2c4fe1698934da1a9d481817cbb3bb041eeff","id":"ev-747f118ce0011752867eb9927f8b78e3401ce3a8f4c51062219dbfc2e1d84841","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-82cda35b5e00981edc68068dbbe208e45d149330c37e666d5658ed8bf5ef9d90","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/id","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A two-dimensional transient finite-element model of heat transfer from flat seal jaws through a multilayer OPP/tie/mLLDPE film stack was developed and validated against thermocouple measurements embedded in films at 0.1 s time resolution. Film layer thermal conductivities were taken from the literature (mLLDPE: 0.35 W/m·K; OPP: 0.22 W/m·K); jaw face temperature was set to experimentally measured values between 110 and 135 °C. Model predictions of seal-interface temperature matched experimental values with a mean absolute error of 1.8 °C across 48 test conditions. Simulations were then used to assess how jaw pressure (0.1–0.5 N/mm²) and dwell time (0.2–0.8 s) influence the time spent above the seal-initiation temperature of 97 °C at the film interface. Results show that for jaw temperatures at or below 115 °C, reducing dwell time below 0.35 s prevents the interface from reaching SIT even at maximum jaw pressure. The model provides a practical tool for setting sealing parameters without exhaustive trial runs.","excerptSha256":"a5c0eee05ea372d96d5a6754bd50d35e9a2002baf044fff625dd8229aae74df1","id":"ev-c628a2c79e9fd2ef14da9af311a67757db20870964f3f662eff4eea00a4439bb","recordSha256":"7b060ca88e9a474d0748210d0ba51717794050065bdec7cec13e0a8161c6fc73","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8003},"recordId":"SYN-PUB-08003"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-41623446acbb287753741b9603711d6f5a851b8b24ed27cf8fdad38d7d5c9557","recordSha256":"7b060ca88e9a474d0748210d0ba51717794050065bdec7cec13e0a8161c6fc73","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8003},"recordId":"SYN-PUB-08003"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Seal-Layer Blend Composition for Heat-Sealable Cast Polyolefin Films with Reduced Seal-Initiation Temperature","excerptSha256":"0b518d10b67deab32d68a9307493d67e7252e0bd2a7963540532ca3b7d413f5b","id":"ev-3b375aedd011472594e661aea69c6cf6f96d01e64a20a56c103a476113f017f9","recordSha256":"35ff827de33e3e53fd3891862f601c1bfb0739054a2b2a72458ce87de15793e9","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/53"},"recordId":"SYN-PAT-054"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-1ecd1ba751cd297a31a02bb31170ceb68a4cb6f65a3f71af399c21b9a32e71ec","recordSha256":"35ff827de33e3e53fd3891862f601c1bfb0739054a2b2a72458ce87de15793e9","source":{"derivedRecordId":false,"fieldPointer":"/inventors/0/researcher_id","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/53"},"recordId":"SYN-PAT-054"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This paper reports a formulation development exercise carried out with a regional flexible-packaging converter. The target was to lower the required jaw temperature on a 300 bags/min VFFS line from 125 °C to below 110 °C without reducing seal strength below 25 N/25 mm or compromising hot-tack performance. Starting from a commercial 40 µm mLLDPE monolayer film, two modifications were evaluated: (i) partial substitution of the mLLDPE base resin with a 1-octene-based very-low-density polyethylene (VLDPE, density 0.900 g/cm³) at 10–25 wt%, and (ii) increasing seal-layer thickness from 40 to 50 µm in a three-layer coextrudate with OPP and tie. VLDPE addition at 20 wt% lowered SIT by 9 °C and enabled 26 N/25 mm plateau seal strength at 108 °C. Increasing film thickness to 50 µm without VLDPE gave a 5 °C SIT reduction. The combination of 20 wt% VLDPE and 50 µm gauge achieved a usable sealing window of 106–138 °C, a 32 °C range versus 18 °C for the commercial film. Line trials on a production VFFS machine confirmed seal integrity of filled pouches under 1.5 bar air pressure.","excerptSha256":"500470ca3046ced29acd513c79c1c3052437b79c337243ab63b56ff34ad8c57c","id":"ev-3f0f3b404c8b4f15881111c810cb9da489479f5304cfa0a95bfce49d50da65c8","recordSha256":"2b54b1c4471597aba9e53e300984a73783ce45f066e2d0d8d4d87ad7782e4178","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8004},"recordId":"SYN-PUB-08004"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-6f9fcc520f631c214ed5f3f505a71edeedf047ac2645b1fa549e703c0a574e3b","recordSha256":"2b54b1c4471597aba9e53e300984a73783ce45f066e2d0d8d4d87ad7782e4178","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8004},"recordId":"SYN-PUB-08004"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"The project investigated the relationship between seal-layer formulation variables—resin type, comonomer content, blend ratios, and film thickness—and the achievable thermal processing window on VFFS packaging lines running at up to 300 bags/min. Work was conducted across four tasks: rheological and thermal characterisation of candidate resins; cast-film extrusion trials on the laboratory line at the Faculty of Technology; heat-seal testing using a gradient sealer and a laboratory VFFS unit; and statistical modelling of composition–property relationships using RSM. The project produced seven publications and validated two target formulations with an industrial partner. A trained PhD student and two master's students were involved. Equipment procured under the project included an updated hot-tack tester and an ATR-FTIR accessory.","excerptSha256":"31c2e984a7a5bbf0c820fd7a658e43b83270f06156347bac64095ccf7862dd04","id":"ev-ce988d228dbd64fad02a0c9a7861a6c99ca81a6edc2de05ca0901ca9a36ed771","recordSha256":"146f2511fec9623ce2d732ca21dd2b2052bb54263edd9fe0e1cbca478806b92a","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/585"},"recordId":"SYN-PRJ-0586"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-a909b00b744add6120d52be56f9c4e6f546e2779db9864ceac0cd1d538610288","recordSha256":"146f2511fec9623ce2d732ca21dd2b2052bb54263edd9fe0e1cbca478806b92a","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/585"},"recordId":"SYN-PRJ-0586"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Two standard seal-quality tests—the 180° peel test and the differential pressure burst test—were applied to heat-sealed pouches made from OPP/tie/mLLDPE films sealed across a jaw temperature range of 95–140 °C. For each jaw temperature, 20 pouches were prepared and tested by both methods. Peel force data and burst pressure data were analysed for correlation and for their ability to discriminate between adequate and inadequate seals. The two methods agreed in classifying seals above 110 °C as acceptable (peel ≥ 25 N/25 mm; burst ≥ 180 kPa), but diverged in the 100–109 °C zone, where 7 of 20 pouches passed the burst test but failed the peel criterion. Root-cause analysis by SEM cross-section showed incomplete interdiffusion at the seal interface in those pouches. Repeatability expressed as coefficient of variation was 5.8 % for peel and 9.2 % for burst across all jaw temperatures. The peel test is recommended as the more conservative acceptance criterion for VFFS applications handling liquid or particulate products.","excerptSha256":"bbca639909163f9310dc3047278f3118b64adecc08baa97f455a16548794b9b6","id":"ev-33c195708ff2fff797fab49701f06c57efdc90f726a2d059be7220ed7c30c83d","recordSha256":"7ce0780e242c174ca084c7d15037939bea4f7c4334bbf0cf64cadef6667fa990","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7489},"recordId":"SYN-PUB-07489"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-6e615ea5162cae9bcf6c6593626786e9d695ab934626fab9e67f96ff4810b662","recordSha256":"7ce0780e242c174ca084c7d15037939bea4f7c4334bbf0cf64cadef6667fa990","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7489},"recordId":"SYN-PUB-07489"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"seal-layer thickness\",\"OPP laminate\",\"hot-tack window\",\"gradient heat-sealer\",\"multilayer film\"]","excerptSha256":"d46c32d69571552fbab26a97ad9959c65b8cf1170f0f97f7488a53f6be5e7916","id":"ev-1f3158ffd5c6e5ca075db4573a2333cbf49448c16a8d78d04f09f0556de36956","recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-ecaf569acba30fad324c455e474ceefbf2e0979d644b8b95332d6dfe127df517","recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A blend composition for the seal layer of cast polyolefin films comprising 65–80 wt% metallocene linear low-density polyethylene with 1-octene comonomer, 15–25 wt% very-low-density polyethylene with density in the range 0.895–0.905 g/cm³, and 5–10 wt% low-density polyethylene with melt flow index below 1.0 g/10 min. The composition achieves a seal-initiation temperature below 100 °C at standard jaw conditions (0.3 N/mm², 0.4 s) and a plateau seal strength above 27 N/25 mm, providing a usable sealing window of at least 30 °C. Applicable to monolayer films and as the seal layer of coextruded or laminated multilayer structures for VFFS packaging.","excerptSha256":"835a666e9ac79da4fccebba10dc97402858a120fe978f0fdbad2e67cdca946b3","id":"ev-c2b63609bd5ddc802f790216e9241abdbd10ee94841ef00c909ee43a281f81d2","recordSha256":"35ff827de33e3e53fd3891862f601c1bfb0739054a2b2a72458ce87de15793e9","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/53"},"recordId":"SYN-PAT-054"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Three-layer films with an oriented polypropylene (OPP) structural layer, an adhesive tie layer, and an mLLDPE seal layer were produced by lamination. Seal-layer thickness was varied at 10, 15, 20, 25 and 30 µm while total film gauge was held at 60 µm. Sealing experiments were conducted on a laboratory gradient heat-sealer over a 85–140 °C jaw temperature range; dwell time was fixed at 0.4 s and jaw pressure at 0.25 N/mm². Seal strength and hot-tack force were measured. Films with 20 µm seal layers achieved plateau seal strength of 31 N/25 mm and maintained hot-tack force above 6 N/25 mm over a 28 °C window (108–136 °C). Reducing the seal layer to 10 µm narrowed the hot-tack window to 16 °C and lowered plateau seal strength to 22 N/25 mm; increasing to 30 µm provided no significant benefit. Optical microscopy of cross-sections confirmed nominal thicknesses within ±1.5 µm. The 20 µm seal layer is proposed as the practical optimum for this film construction.","excerptSha256":"383cef8de662e01029f6bd9922a320026543940d638ff5469cfc2b30dd68ee16","id":"ev-2269bbe3f5aa940da5f964104364eb277e5ce5bcc3cf573ad76642097d323b33","recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Seal-initiation temperature (SIT) is a primary determinant of packaging line throughput on vertical form–fill–seal machines. This work compared cast films produced from four mLLDPE resins differing in comonomer type (1-butene, 1-hexene, or 1-octene) at constant density (0.918 g/cm³) and melt flow index (2.0 g/10 min). Films of 40 µm nominal thickness were extruded on a laboratory cast-film line and sealed over a 90–135 °C range at 0.3 N/mm² and 0.5 s dwell time. Seal strength was measured by 180° peel on a tensile tester. The 1-octene grade yielded the lowest SIT (97 °C) and a plateau seal strength of 28 N/25 mm, compared to 108 °C and 22 N/25 mm for the 1-butene grade. DSC melting profiles correlated well with the observed SIT differences. Hot-tack measurements at 500 mm/s jaw separation confirmed that 1-octene resins provide a 14 °C wider hot-tack window, relevant for high-speed filling lines.","excerptSha256":"437b1950da47b8cca71a5ddd8a2bdf8a4a84579e49af06ba34f15d4f55cd6f7f","id":"ev-b6d880f12a644beb905ad69e18b897688c1788b0be1102671853df56fe8ee74d","recordSha256":"0f126ea1d190978c19ec86c286addfa60173a64d9e304dc3fd7df70713ed58d8","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7997},"recordId":"SYN-PUB-07997"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-20836d4e07d3829d75bbf1d985f8d40946ec28f8977ce774fc8106582cf2948d","recordSha256":"0f126ea1d190978c19ec86c286addfa60173a64d9e304dc3fd7df70713ed58d8","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7997},"recordId":"SYN-PUB-07997"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A cross-border collaboration between the Faculty of Technology Novi Sad and the Department of Plastics Technology at Budapest University of Technology, co-funded under Interreg IPA. The project addressed gaps in the regional packaging film industry by developing shared test protocols for heat-seal quality assessment and transferring extensional rheology measurement competence to the Serbian side. Grbić led Work Package 2, covering heat-seal and hot-tack testing protocol harmonisation and the comparative study of 180° peel versus burst test methods. Joint workshops were held in both Novi Sad and Budapest. A shared database of polymer melt rheology and seal-performance data was compiled and made available to packaging SMEs in both countries.","excerptSha256":"6225bf797945f2bcfa51106483ce9166f6521f9c7b94ee742a499e64d8e1941a","id":"ev-54cd4a0b0718b243c1cfda34c67eaa0da7343815b471e281ed488ffe246b0847","recordSha256":"6310513200e948d02ce12e77a88979b00d4264ce36f9ece43aa7ccb2a2ef1d4e","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/586"},"recordId":"SYN-PRJ-0587"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0715","excerptSha256":"6d294a9a832a436ceb8dc03eee09e54e3d1234670cd70a079764ca5a75d61f6e","id":"ev-84d11774d2fd918d254eaefc8c88a8f1235c48d2b03bf8dba3e7506163b79fa5","recordSha256":"6310513200e948d02ce12e77a88979b00d4264ce36f9ece43aa7ccb2a2ef1d4e","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/586"},"recordId":"SYN-PRJ-0587"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Grbić has expressed a preference for collaborations that can access production-scale extrusion equipment, as the laboratory cast-film line is limited to 45 mm screw diameter and cannot replicate all industrial conditions. He is not currently on sabbatical and is available for new project discussions.","excerptSha256":"cd866fe1b95670d3dd57a2067a2962ba0ddb439e9d5596b0f1b6623400d44d5f","id":"ev-9aa92ad8d913cab75cadcafd21e33af2f572300b92e3ea54fcd49d17b7e6fb09","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/notes","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"contract research on seal-layer formulation and optimisation\",\"industrial PhD supervision\",\"equipment access (cast-film line, heat-seal tester, Brabender plastograph, capillary rheometer)\",\"student internships from packaging industry partners\",\"consulting on VFFS packaging line qualification and sealing parameter setting\",\"joint project proposals with packaging film converters or resin suppliers\"]","excerptSha256":"e11f6f9f466a7857fb1ce38cdd179374a9fa6b230f0d6c8d41da526f3af71b65","id":"ev-0f76fc551c7fff48111384f0419855110c947650cba69882948b29ebf5dbd140","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Grbić collaborated with a regional flexible-packaging converter (FlexoPak d.o.o.) over three years on production-scale validation of seal-layer formulations developed in the laboratory, including line trials on a commercial VFFS machine. He has provided informal technical consulting to two other packaging companies in Vojvodina on heat-seal troubleshooting.","excerptSha256":"b02078df70922f81c5029e688875e5fea8888cf87152248d9b89e67dbfd1a81e","id":"ev-df3244617cfc4d914dc617998832c9fba7700d82684346ecbc16e22e8177b953","recordSha256":"8093cb1b4bfda49c08eb7c9dd787a53f8958973a7c5ccc62414560cb9987eeaf","source":{"derivedRecordId":false,"fieldPointer":"/industry_experience","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/714"},"recordId":"R0715"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A two-dimensional finite-difference model was developed to simulate transient heat and moisture transfer in a sealed steel enclosure containing a heat-dissipating printed circuit board. The model couples Fourier conduction through the walls with Fickian vapour diffusion and accounts for condensation on internal surfaces when local temperature drops below the dew point. Internal heat generation was set at 5 W, representing a typical low-power controller unit. Simulations were run for a 24-hour diurnal ambient profile representative of a Pannonian autumn day. Results showed that condensation first occurred on the lower half of the front panel after approximately 17 minutes of rapid external temperature drop at −1.2 °C/min. Increasing the initial internal air volume by 30 % by deepening the enclosure reduced condensation onset time by only 4 minutes, while adding a 2-g silica-gel desiccant delayed onset by 38 minutes. The model was validated against thermocouple and humidity logger measurements from a physical enclosure subjected to a controlled temperature ramp in a climate chamber.","excerptSha256":"0693899c48827976924d23fc2ba7dd72b76b555f88fa1569e03f09cc23ad7378","id":"ev-1d1cb62fcaf9180140964a9614d45faf39dab9ecd125e2871b4590068b77f69e","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-aacdb99a8471da4a306efd4b5f466038fa38a798ec71edc340d45826d38abec6","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Numerical simulation of condensation risk inside sealed electromechanical enclosures using a coupled heat-moisture transfer approach","excerptSha256":"e51b19a75a42d9f472f35e7f6631c489ad8ae5c64671473e28eeb9a8e5bd29ce","id":"ev-69d781bf772c35a00ed8644dc01409b67af9c6deff1f319f574ddf0fdd65c3ea","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Modelling Moisture Transport and Condensation Risk in Sealed Enclosures for Low-Voltage Infrastructure","excerptSha256":"8961d1362b936aee62ab9ef7629422c9087f30f7f58bd53cdb8ba407349e14f5","id":"ev-0f326969ca08f5b186dd9892cccafd1804daa61b7e13a159c2cccf08236069ce","recordSha256":"1eff90a59c5f78a357fe2a990ec0952b7d67e911776edc9bf7c951de04c30f8f","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/360"},"recordId":"SYN-PRJ-0361"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-3533aa5d6c7d68f7917e85f7a0a1659c727f342ed320b8c6cd7b498a59e83fc4","recordSha256":"1eff90a59c5f78a357fe2a990ec0952b7d67e911776edc9bf7c951de04c30f8f","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/360"},"recordId":"SYN-PRJ-0361"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Four commercial IP54-rated steel enclosures were instrumented with capacitive humidity sensors inside and outside, and temperature sensors at the wall mid-plane and external surface. They were mounted on a south-facing outdoor test rack in Novi Sad from March to October 2013. Internal relative humidity tracked external daily temperature cycles with a phase lag of approximately 3–4 hours. Total cumulative moisture ingress over the measurement period ranged from 4.2 to 7.8 g per enclosure, varying with seal type and mounting orientation. A one-dimensional transient diffusion model driven by measured vapour-pressure gradients reproduced the seasonal trend with a mean absolute error below 12 % when an effective diffusivity of 3.1 × 10⁻¹² m²/s was used for the compressed gasket region. The model indicates that horizontal lid orientation with a downward-facing seal gap reduces ingress by approximately 35 % compared with vertical orientation.","excerptSha256":"32bc6706a71b19ba8e1df655caa343c4d482dba5b7aaefed99afbc60445e35cc","id":"ev-1736659011644c5889f660fa37a4e9ef426a248de45b5ff77ee53776132ddd3c","recordSha256":"4036e57309b7d484aa3c4a31bd6506b74fde87f03075a9c4ca8fef2966845c8b","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9816},"recordId":"SYN-PUB-09816"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-2207c5d6f41b69b64051216c679011de3c50ca3ed1f3e190e3d226835fe63bf2","recordSha256":"4036e57309b7d484aa3c4a31bd6506b74fde87f03075a9c4ca8fef2966845c8b","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9816},"recordId":"SYN-PUB-09816"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Foam-in-place (FIP) polyurethane gaskets applied to twelve sheet-metal electrical cabinet covers were compared with die-cut EPDM strips on twelve matched cabinets over a 36-month outdoor exposure period in a semi-urban environment near Novi Sad. Both cabinet populations were inspected every six months for visual defects, and sample gaskets were removed annually for laboratory compression-set and Shore A testing. FIP gaskets maintained lower compression-set values (mean 17 % at 36 months) compared with EPDM strips (mean 29 %), and showed less dimensional variability across the bead cross-section. However, four FIP samples exhibited adhesion loss at corners after 24 months when substrate surface preparation was below the specified cleanliness grade. Internal humidity loggers showed that cabinets with FIP gaskets experienced 11 % fewer condensation events over the monitoring period. Cost-benefit analysis incorporating material, application labour, and seal replacement is also presented.","excerptSha256":"7e7f1d7a92a761fbc73c9f04bda8334db3c562e7a4aacb7e87c8fff14464a69b","id":"ev-8b50f299520730b72484c13f7e0b9da24ace263431119d1b2c38b858bcaa573d","recordSha256":"82a714587bc258eeaa681999a7d39a4e4b575820bd2ac85b033ffd7dedaff10b","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7810},"recordId":"SYN-PUB-07810"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-9a847d63065cc1ffb1e18ebdec0b3c74a2bb7036c2917c2f768d3e3cbeea287e","recordSha256":"82a714587bc258eeaa681999a7d39a4e4b575820bd2ac85b033ffd7dedaff10b","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7810},"recordId":"SYN-PUB-07810"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Fourteen silicone O-rings were removed from photovoltaic string combiner boxes that had been in service for approximately five years at three sites across Vojvodina. Visual inspection, Shore A hardness testing, tensile testing, thermogravimetric analysis, and SEM imaging were performed on extracted seals and compared with unused reference samples from the same production lot. Average hardness increased by 9 Shore A units, elongation at break decreased by 31 %, and TGA showed a 2.1 % mass loss in the 200–400 °C range attributed to low-molecular-weight siloxane volatilisation. SEM images revealed surface crazing on seals from south-facing installations, consistent with UV-ozone degradation. Correlation analysis showed that enclosures with measured internal humidity above 75 % RH for more than 400 cumulative hours per year had a significantly higher incidence of corrosion on copper busbars, linking seal degradation to electrical component failure.","excerptSha256":"9bfabd5b6fbcc9a2015d3d3d2d850fe57499f48259be4dc53eb9399ca22376d2","id":"ev-1f1976b1a30caf0fe5c5ee32fcd536a88e2482a3f4dbc2c44705db45b8c8a6ae","recordSha256":"6807b526fe4079164a2076047d0d17bd361ce7f610649c5ea39657703d386efe","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8180},"recordId":"SYN-PUB-08180"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-20fa01b08eabe9a5be4788bd968705d0590c0ba3bcf099e7f6f7d0138895166c","recordSha256":"6807b526fe4079164a2076047d0d17bd361ce7f610649c5ea39657703d386efe","source":{"derivedRecordId":false,"fieldPointer":"/authors/4/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8180},"recordId":"SYN-PUB-08180"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Thermal-gradient-driven breathing in partially sealed enclosures: pressure differential measurements and implications for seal loading","excerptSha256":"a150e8e30a45faa53cbd3bba830f86b65855cb55a05c17778f7ec63c65823811","id":"ev-16a575e1e3f5cd51bdeeef8af7df403ba82041e1e9320348822064aee7771144","recordSha256":"762782acd9f9ee28769cc12918401ce0147aa648fc4129a27754dcc2ed52d334","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9820},"recordId":"SYN-PUB-09820"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-6fab87f70d52b24fb00a83634f3bfd0491a3966440c9bfafed689f14720b66f3","recordSha256":"762782acd9f9ee28769cc12918401ce0147aa648fc4129a27754dcc2ed52d334","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9820},"recordId":"SYN-PUB-09820"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"MOISTMOD targets the development of validated computational models for predicting moisture accumulation and condensation onset in sealed outdoor enclosures used in low-voltage electrical distribution infrastructure. The project combines laboratory climate-chamber experiments with two-dimensional coupled heat-moisture FEM simulations. A parametric study covering five enclosure sizes, three gasket materials, and four regional climate profiles is being conducted. An open-access Python-based tool for condensation-onset prediction is under development. The project involves collaboration with a meteorological data provider and an enclosure manufacturer. One postdoctoral researcher and two doctoral students are supported under the project.","excerptSha256":"50b74ee09f2f4a538924ad00fd5e928cdd2c38116f210218525723a759cf0c54","id":"ev-c10b3a161d4787d0ae1ae4b280bb3f46e8f3f955e53582f73c7c28e77413eaf9","recordSha256":"1eff90a59c5f78a357fe2a990ec0952b7d67e911776edc9bf7c951de04c30f8f","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/360"},"recordId":"SYN-PRJ-0361"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"The project set up a networked outdoor test rack with 24 instrumented enclosures across three sites in Vojvodina to collect simultaneous internal humidity, temperature, and condensation-event data over 30 months. Gasket specimens from each enclosure were retrieved at 10-month intervals for laboratory characterisation. The data collected formed the basis for the regression model relating enclosure configuration and gland fill ratio to condensation frequency, and provided field-correlation reference points for the accelerated ageing protocol developed subsequently. Two M.Sc. theses and one Ph.D. thesis were completed within the project scope.","excerptSha256":"162b490f207958d7a5f81583292360db1374f2ad7d9ff7987796d87eec07da9c","id":"ev-b6635170a04084f3c9432a43e3c34172c7fce1962fac4c830d27aaf7c97f1b56","recordSha256":"64d6612338e9dc22fffdcc12176b41db65b6ede4d15accafb5ca071c7bbd1918","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/359"},"recordId":"SYN-PRJ-0360"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-b501697aca6f90d8cf3bda6eff308a215d5fe0948fd77aa8026561a2a4ae9da5","recordSha256":"64d6612338e9dc22fffdcc12176b41db65b6ede4d15accafb5ca071c7bbd1918","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/359"},"recordId":"SYN-PRJ-0360"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"NBR gaskets of two hardness grades (50 and 70 Shore A) were subjected to repeated immersion in distilled water at 25 °C for 8 hours followed by drying at 60 °C for 16 hours, simulating dew-cycle condensation, for up to 90 cycles. Mass uptake, dimensional change in thickness, and compression-set were tracked after every 15 cycles. The softer 50 Shore A grade reached a water uptake plateau of 4.8 % by mass after 45 cycles, accompanied by a 1.7 % thickness increase. The 70 Shore A grade showed 2.9 % uptake and 0.9 % thickness increase. Compressive stress relaxation tests after the final cycle showed that both grades lost 22–27 % of initial contact-force capacity. Hardness measurements after cycling indicated slight softening (−3 to −5 Shore A units) for both grades. The data suggest that groove-depth tolerances should be re-evaluated when NBR seals are used in condensation-prone environments.","excerptSha256":"f974ea92351b8a8ce438da86aa8b951ba80cd0a0be69c472a9924d7b1b6cf1a3","id":"ev-dcbdf7954ac9415f7816a85084893422c46a5188cae443e6bb06b4d97c5582b6","recordSha256":"3b73ec49011aba3639f0f52b8157151d557adddd7a3931bd9b936905be5928a6","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9819},"recordId":"SYN-PUB-09819"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-d437966f1a05135edb6ddf2b6a3127f74f91266ce2b457bd44d5384d192c2afd","recordSha256":"3b73ec49011aba3639f0f52b8157151d557adddd7a3931bd9b936905be5928a6","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9819},"recordId":"SYN-PUB-09819"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Six aluminium flange specimens were machined to surface roughness values Ra between 0.8 µm and 6.3 µm, and paired with 2-mm NBR and EPDM flat gaskets at clamping pressures of 1, 2, and 4 MPa. Helium leak tests were conducted at an internal overpressure of 0.5 bar. Leak rate increased by more than one order of magnitude when Ra changed from 1.6 µm to 6.3 µm at the lowest clamping pressure. At 4 MPa clamping, NBR showed a 40 % lower leak rate than EPDM on rougher surfaces, attributed to its higher elastic modulus enabling better micro-asperity conformity at elevated contact stress. A contact-mechanics model based on Greenwood–Williamson statistics was used to predict effective contact area and showed reasonable agreement with measured leak rates. Practical guidelines for flange finishing standards in low-preload enclosure assemblies are proposed.","excerptSha256":"64cf5ceb67ccec2d0e9cccebb629c34b503aed44c24cfb8fb69eb8c3e565dc3a","id":"ev-57afd62e93edd1605b05796aa1d564528ba3c7fd1ed0f046140ed375b7762506","recordSha256":"4de197b24a2ec8f5abe231e0b877fb61e3cdc278f74262c5b0dfd6d6a2960d8d","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9815},"recordId":"SYN-PUB-09815"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0926","excerptSha256":"24ddcb677dd7ad4a4ad4fff5817b56cb225cab52be2de1e3ece269ec9991b71a","id":"ev-ee400d754ca933370c8ca6409a5cb7761baa7c5bedd67db51c1c4b93a8da3faf","recordSha256":"4de197b24a2ec8f5abe231e0b877fb61e3cdc278f74262c5b0dfd6d6a2960d8d","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":9815},"recordId":"SYN-PUB-09815"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"condensation\",\"heat-moisture transfer\",\"numerical model\",\"desiccant\",\"enclosure design\"]","excerptSha256":"8144c897cb14234fcd13fb499c608b792cb76650c1bf80ac0386d6ec43411451","id":"ev-56703aa357f89adec5793a773f46087d56ab92aba30e1e24e11d6db569ff1be1","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Preferred collaboration topics are moisture ingress modelling and accelerated ageing test protocol development. She has an established outdoor test rack infrastructure that can accommodate instruments from partner organisations. Available for new project discussions from early 2026 onward; currently supervising two doctoral candidates expected to defend in 2026–2027.","excerptSha256":"0b58927dc3ea9b5beaa74073417a7e35a45833aacc04d93555823baf9760b4d6","id":"ev-acff2ddb0afd90163aee757f2f183f8ffd6ba195baac4f8bcfcc5507d9e3f547","recordSha256":"2a35c054eb61cdc69ca6e83735ed01e3b9d56f1b3eeb07bac1a93866477ced0a","source":{"derivedRecordId":false,"fieldPointer":"/notes","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/925"},"recordId":"R0926"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"contract research\",\"consulting on gasket and seal selection for outdoor enclosure products\",\"equipment access (climate test chambers, compression-set measurement, SEM)\",\"joint projects with enclosure manufacturers or systems integrators\",\"student internships for mechanical or materials engineering students\",\"industrial PhD supervision\"]","excerptSha256":"5dffdda32e77671a1577186f0bd0345f3ca8490543bfb7fb1ecc15f53f7638e7","id":"ev-6b88dca3e163322d222fa14140d38470e46e4d3b0c4ad4243190be6aac5ad4c5","recordSha256":"2a35c054eb61cdc69ca6e83735ed01e3b9d56f1b3eeb07bac1a93866477ced0a","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/925"},"recordId":"R0926"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Sofija Ristić has provided consulting services to two enclosure manufacturers in Serbia on gasket material qualification and IP-rating test preparation. She participated in a 14-month industry contract with a regional electrical-cabinet producer to develop an in-house test protocol for seal acceptance inspection.","excerptSha256":"078e95d608cdf0910faeeb09cce26eae0d5bcad740669f5fd2ed399a63581dbd","id":"ev-b349b7601379f18954b8fb663a685b90fff3ea5f52e1bff3bc51f8955d977788","recordSha256":"2a35c054eb61cdc69ca6e83735ed01e3b9d56f1b3eeb07bac1a93866477ced0a","source":{"derivedRecordId":false,"fieldPointer":"/industry_experience","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/925"},"recordId":"R0926"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-7e1171c0b5c0a2cd0b0a152919d4296c7321a47e19c26b8dfaa72db7ba902705","recordSha256":"92b041b2d58edd7953de6d1ee723c22295c0cd63d857cdf619e6bc3b4e801fa8","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5124},"recordId":"SYN-PUB-05124"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"The heat transfer coefficient (HTC) between polymer melt and mould steel during the filling and packing stages is a poorly characterised boundary condition that strongly influences warpage predictions. This study systematically varied the interfacial HTC from 1000 to 10 000 W/m²K in a commercial process simulation environment for a PA6 box-shaped part (80 × 60 × 30 mm, 2.5 mm wall) and quantified the resulting spread in predicted warpage and residual stress distributions. Warpage at the open rim varied by up to 0.38 mm (factor of 2.4) over the HTC range, whereas residual stresses at mid-wall varied by less than 6%. An inverse identification procedure using CMM warpage measurements from 20 experimental parts at two mould temperatures was used to back-calculate effective HTC values. Identified HTC values were 2 400 ± 310 W/m²K at 40 °C mould temperature and 1 850 ± 260 W/m²K at 70 °C mould temperature. Recommendations for standardising HTC calibration in simulation workflows are given.","excerptSha256":"3da06811ff153800a173926a4a92cba9dac62c46a08cb621e0c4f0114bca911b","id":"ev-93e078cdd8b1516991c68e7f6576362c0743040e6472022dfb9af55e2125ad11","recordSha256":"e39ad38e6a8d8fcf06ef9425ec98c472224b16f2d00755f0f55e2cf1c30521d2","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5117},"recordId":"SYN-PUB-05117"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-d38d601f45b7cfaa3cf77ba0ccab85f4b751c4784672e1270fe959df745d229e","recordSha256":"e39ad38e6a8d8fcf06ef9425ec98c472224b16f2d00755f0f55e2cf1c30521d2","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5117},"recordId":"SYN-PUB-05117"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This study examines how packing pressure level affects the degree of crystallinity distribution and final part warpage in polyamide 6 (PA6) flat components (100 × 100 × 2 mm). Experiments were performed on a 60-tonne hydraulic injection moulding machine at packing pressures ranging from 40 to 100 MPa in steps of 20 MPa. Crystallinity was measured by DSC on specimens cut from five through-thickness positions. Warpage was quantified with a coordinate measuring machine at a 5 × 5 grid of points. Higher packing pressure increased average crystallinity from 28% to 36% but reduced warpage from 0.41 mm to 0.17 mm due to reduced volumetric shrinkage. A commercial process simulation code was used to model the crystallisation kinetics using an Avrami-type model with parameters fitted to the DSC data. Simulated crystallinity gradients matched measured gradients with a mean absolute error of 2.3 percentage points across all packing conditions.","excerptSha256":"d6b68dc06204593836434843da528c9803dee3c5da20e2b942a88b752b9e1114","id":"ev-05b3572c13bac99a9b7a119864a84e588a185903d89656ce31f08f7cd712d9bc","recordSha256":"316c805a3cc7601c8fb1825bbc688322f44c060d5f773913197e7d80725dd0cd","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":4565},"recordId":"SYN-PUB-04565"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-dba553716c3491d3de082fc556c43eb32fc7d3c4e4185e003fa93f012346cda6","recordSha256":"316c805a3cc7601c8fb1825bbc688322f44c060d5f773913197e7d80725dd0cd","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":4565},"recordId":"SYN-PUB-04565"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Sensitivity of warpage predictions to mould heat transfer coefficient: a parametric study for polyamide 6 box-shaped parts","excerptSha256":"865354ee5b43aeb05cf9eff2ec94ebba801119f347b992f50eba1b31a7aab61b","id":"ev-efc2af8341dbc3cfe6e47b48090f7de0e062757331e69e7fe0a66381c60b0483","recordSha256":"e39ad38e6a8d8fcf06ef9425ec98c472224b16f2d00755f0f55e2cf1c30521d2","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5117},"recordId":"SYN-PUB-05117"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Thick-walled PP optical mounting brackets (nominal wall thickness 8 mm) for automotive lighting assemblies require tight dimensional tolerances and are particularly susceptible to warpage driven by differential cooling between the cavity and core sides of the mould. This study investigates the relationship between the cooling rate asymmetry and final warpage for four mould configurations with varying cavity-to-core mould temperature ratios (ΔT = 0, 10, 20, 30 °C; cavity side always colder). Warpage was measured on 15 parts per condition using a structured-light scanner with 0.02 mm point accuracy. Differential cooling induced a systematic bowing, with warpage increasing from 0.12 mm at ΔT = 0 to 0.91 mm at ΔT = 30 °C. Thermomechanical simulations captured this trend with a maximum error of 0.11 mm. Through-thickness crystallinity measurements confirmed that the core-side crystallinity exceeded the cavity-side value by up to 6 percentage points at ΔT = 30 °C, directly contributing to differential shrinkage.","excerptSha256":"733e6ed9d65fd186d6149628dd623a8c9ee7b11af78422e27def1b7fbe59f213","id":"ev-9a6aa7f8082a33136b1adbcc999fbf2830a4f209d44071b3f512fd7de0c7f5c2","recordSha256":"24aa7b2c643b12dce47836606d38a272245801f4702574e62fda2a1546e0da13","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5122},"recordId":"SYN-PUB-05122"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-ff15f7865b5ca773f47423e27792d99ca0e824779b779e9bcab33b9f63188724","recordSha256":"24aa7b2c643b12dce47836606d38a272245801f4702574e62fda2a1546e0da13","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5122},"recordId":"SYN-PUB-05122"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Temperature uniformity in mould cooling circuits: comparing Reynolds-averaged CFD with a simplified channel resistance network model","excerptSha256":"d631e8ef69f806dd37f1b07d15b02779554c9d37e558543ba135887109b8f098","id":"ev-1ddbd5bcd51f22154f77f3dc03f76899e08ec087b52a92b55390b5156e4d8ea1","recordSha256":"26afbf947ff881e50d4fcdcc7a2be314a1e8b2091f5e50cc8a86cb85c62fa367","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5121},"recordId":"SYN-PUB-05121"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0426","excerptSha256":"4378b58dd61b5677f9686161d85dc3884cb7f37b776519f2b9f4b8eb71ead58f","id":"ev-23336c0f33af605cd093153cbb12f896ec410f2442c09ebc6b02078bc55eef9f","recordSha256":"26afbf947ff881e50d4fcdcc7a2be314a1e8b2091f5e50cc8a86cb85c62fa367","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5121},"recordId":"SYN-PUB-05121"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"mould cooling\",\"CFD\",\"RANS\",\"cooling circuit\",\"temperature uniformity\"]","excerptSha256":"bbbcab3565ac4db1a416155feb53808342248dc9143b5da599eda1d8db8cd81f","id":"ev-be2530e343d237faf2779c0f898b1281d981da4c029f53ea88ceef35a3067242","recordSha256":"26afbf947ff881e50d4fcdcc7a2be314a1e8b2091f5e50cc8a86cb85c62fa367","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":5121},"recordId":"SYN-PUB-05121"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Aleksandar Bošković received his Dipl.Ing. degree in Mechanical Engineering from the University of Novi Sad in 2004 and his PhD from the same institution in 2011, with a thesis on residual stress formation in injection-moulded semi-crystalline thermoplastics. He was appointed Assistant Professor in 2012 and promoted to Associate Professor in 2018 within the Department of Mechanical Engineering at the Faculty of Technical Sciences. His research group focuses on coupled thermomechanical simulation of polymer processing, particularly predicting warpage, residual stresses, and optimising mould cooling systems for semi-crystalline materials such as polyamide and polypropylene. He teaches courses in Machine Elements and Polymer Processing Technology. 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The process involves sequential injection into a rotary mould; the PP substrate cools partially before PA6 is injected over it. A sequential thermomechanical FE simulation was implemented to capture stress accumulation in both materials and at the interface. The PP thermoviscoelastic material model and PA6 crystallisation model were taken from previous calibrated studies. Simulations were compared against CMM warpage measurements on 40 two-component plaques (160 × 80 mm) produced at two substrate pre-cooling times (8 and 15 s). Predicted warpage matched measurements within 0.09 mm for the 15 s pre-cooling case and within 0.21 mm for the 8 s case, where incomplete solidification of the substrate introduced additional uncertainty. 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Arrhenius activation energies and pre-exponential factors were determined by least-squares regression on multi-temperature OTR and WVTR datasets. The dataset was made available to Serbian food-industry companies through a technical report and an online spreadsheet tool for shelf-life estimation. The project also calibrated the Faculty of Technology permeability laboratory instruments against certified reference films, establishing a documented calibration protocol that remains in use.","excerptSha256":"b2ba52101d83d984e2320779fc5d5365d1c178eb37433cf7d89a6149df9b6a1a","id":"ev-a1e0d84eea90d32c0fe23995763effb550a5d625b9e05658abfc6d2b3dfc8c0c","recordSha256":"ee5c1872b539f9142412a8cabb7fcecbce6272ae073b3074ac44f8f542e0f90c","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/584"},"recordId":"SYN-PRJ-0585"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-a8f9c1bf163d8141585e2420fe5b0c1b5de4f086e9afb10f4d2370891f36e736","recordSha256":"ee5c1872b539f9142412a8cabb7fcecbce6272ae073b3074ac44f8f542e0f90c","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/584"},"recordId":"SYN-PRJ-0585"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"polyolefin multilayer films\",\"gas permeability\",\"barrier packaging\",\"EVOH-free systems\",\"oxygen transmission rate\",\"water vapour permeability\",\"structure–property relationships\",\"mono-material packaging\",\"thin polymer membranes\",\"temperature-dependent transport\"]","excerptSha256":"927251fa28d847800f7999c83755c15f30a2dd37bdc221d3523b922e48d6c907","id":"ev-6d5d310ebd585310b554def18160e50bf39d0227548f5a719856428110743958","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-270cfb4885953aeba452c639b87ab5e764fa74fe8e97c5e59a73f712882b210f","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/id","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Commercially metallised cast polypropylene (CPP) films with aluminium optical densities ranging from 2.1 to 3.6 were characterised for OTR and WVTR immediately after production and after 90-day ambient storage. At optical density 3.6, OTR was 4 cm³/(m²·day·bar) and WVTR was 0.18 g/(m²·day) immediately after metallisation. After 90 days these rose by 18 % and 24 % respectively. SEM cross-sections and atomic force microscopy revealed microcrack formation in the aluminium layer, with crack density correlating with ageing-induced OTR increase (R² = 0.87). Corona pre-treatment level (measured by contact angle) did not significantly affect initial barrier but reduced the rate of crack formation during ageing by approximately 30 %. The study provides quantitative ageing coefficients applicable to worst-case shelf-life calculations for hermetically sealed snack products.","excerptSha256":"b568d9913934d95a50c33e237c296448c42684bf3e1f075025d06d0cfad81254","id":"ev-eb474dffee84fd5761ed770c57a9a11a2fdce43b0f456a5fa924e0ee5dfd6164","recordSha256":"3e82aeb65455fea6a5599b180756113a0d2ffa7b9ed8fdab5ea261ea31fad9f6","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2222},"recordId":"SYN-PUB-02222"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-39e4e9f0b14b9d81f331190fd7d437f8c918cf77b86098ef675a5a059b52bbe8","recordSha256":"3e82aeb65455fea6a5599b180756113a0d2ffa7b9ed8fdab5ea261ea31fad9f6","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2222},"recordId":"SYN-PUB-02222"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Oxygen transmission rate was measured on commercial and laboratory-cast LLDPE films of three densities (0.918, 0.924, 0.932 g/cm³) across a temperature range of 5 °C to 50 °C. Arrhenius plots were constructed from OTR data collected at seven temperature points; activation energies for permeation ranged from 28.4 to 41.7 kJ/mol and increased with film density, in line with reduced chain mobility at higher crystallinity. Positron annihilation lifetime spectroscopy (PALS) performed in collaboration with a partner institution provided free-volume hole radius estimates of 0.26–0.31 nm at 23 °C. A positive correlation (R² = 0.91) between hole radius and permeability coefficient was observed. Pre-exponential diffusivity factors derived from the Arrhenius fits correlated with crystallinity index from DSC. These data are intended as reference parameters for shelf-life modelling of chilled food products stored at variable temperatures.","excerptSha256":"7be731533dc370feebb3801aaca96be68a2a8c08a01928ce9abc98ff40fcb4a0","id":"ev-7f1e52c3e4989dda9de24efb297ea057e57507b66df1b7f23f788619f8a55a6b","recordSha256":"9236a69a128b813eefef7568f0d77e5de3e78fd8b45f6136cf1f20a83d0f1b4d","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2221},"recordId":"SYN-PUB-02221"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-53288aaee6ee56f850971444167d783b1b38bb51df001f29f9b5904895006c68","recordSha256":"9236a69a128b813eefef7568f0d77e5de3e78fd8b45f6136cf1f20a83d0f1b4d","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2221},"recordId":"SYN-PUB-02221"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Snežana Puzović completed her undergraduate and master's studies in Chemical Engineering at the Faculty of Technology, University of Novi Sad, graduating in 1998 and 2001 respectively, before receiving her PhD in Materials Engineering from the same institution in 2007. She joined the Department of Materials Engineering as an assistant professor in 2008 and was promoted to full professor in 2019. Her research group focuses on the transport properties of polyolefin-based multilayer and mono-material packaging films, with particular attention to oxygen and water vapour transmission rates across temperature gradients, crystallinity effects, and the design of EVOH-free high-barrier systems compatible with mechanical recycling streams. She teaches courses in Polymer Materials and Packaging Technology. The group operates a dedicated permeability testing laboratory equipped with OX-TRAN and PERMATRAN-W instruments, DSC, FTIR-ATR, and a bench-scale film coextrusion line.","excerptSha256":"a6757d2b78511cd0a108b398aa54617a54cc5255f643e7b0e82699d9caa77759","id":"ev-db5b990b21fcea268eac0fa20de56bab506da15988abba1b3d5f574641b6b7ef","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/bio","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Biaxially oriented polypropylene (BOPP) films prepared at draw ratios of 5×5 to 9×9 were characterised for oxygen transmission rate (OTR) using a coulometric sensor method at 23 °C and 0 % relative humidity. Wide-angle X-ray scattering confirmed an increase in crystallinity from 42 % to 61 % with rising draw ratio. OTR values decreased from 1840 to 890 cm³/(m²·day·bar) over the same range. DSC measurements showed that lamellar thickness, as estimated by the Thomson–Gibbs equation, increased from 8.2 to 14.7 nm. A linear correlation was established between the reciprocal of lamellar thickness and OTR, consistent with a tortuous-path diffusion model. FTIR-ATR band ratios at 998/973 cm⁻¹ were used as an independent crystallinity index and agreed within 4 % with WAXS results. The findings provide quantitative guidance for process optimisation of BOPP films where oxygen barrier is the primary constraint.","excerptSha256":"d09f6ef62bbc52328465e94bc96129ea34ad01cf79901840651bb8087bd97991","id":"ev-bb25f2c9f39a77d1639fdb26136703e3c32f905fb8624682d5580f49444e34b2","recordSha256":"fc9714480f0edb31ac356ccd0746c15054902999282b0e047d009413a8d9af80","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2219},"recordId":"SYN-PUB-02219"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-562ebc70bf587caf4ef032764b60114525b4b75e224fc284ca9a027bb62f3957","recordSha256":"fc9714480f0edb31ac356ccd0746c15054902999282b0e047d009413a8d9af80","source":{"derivedRecordId":false,"fieldPointer":"/authors/4/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2219},"recordId":"SYN-PUB-02219"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A coextruded film comprising two polyolefin outer plies, two tie-layer plies based on maleic-anhydride-grafted polyethylene, and a central ply of amorphous polyethylene terephthalate of 15–35 µm thickness. The structure achieves an oxygen transmission rate below 50 cm³/(m²·day·bar) at 23 °C while maintaining mechanical recyclability when blended with standard polyethylene recyclate streams at up to 10 % by mass contamination. The claimed invention covers the composition ranges and extrusion temperature windows that prevent crystallisation of the PET ply during processing. Application filed with the Intellectual Property Office of the Republic of Serbia.","excerptSha256":"3ba0a3c763751c04b4af91cee92593a8ee87edc8de853426c26dc52f6ee5b912","id":"ev-20e66d4398a48e8f86d7103cbc04ca558f0d4f174fce90b2facb1011ddd87155","recordSha256":"236bcb5876cd01db31f3082268c2e45a1a78705c63212f750d8f8651f84213ae","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/52"},"recordId":"SYN-PAT-053"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-44f549f7dd2445d3001aa92e7d23edb30be926f9e06977612406e88114a4dfc8","recordSha256":"236bcb5876cd01db31f3082268c2e45a1a78705c63212f750d8f8651f84213ae","source":{"derivedRecordId":false,"fieldPointer":"/inventors/0/researcher_id","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/52"},"recordId":"SYN-PAT-053"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A dataset of 214 production batches of three-layer LLDPE/mLLDPE/LLDPE cast films (40–80 µm) collected over 18 months from an industrial film producer was analysed to establish a statistical relationship between pinhole density (measured by electrical discharge imaging) and OTR. Pinhole density ranged from 0 to 8 pinholes/m² and OTR ranged from 1600 to 3100 cm³/(m²·day·bar). A linear regression model explained 61 % of OTR variance (R² = 0.61) using pinhole density as the sole predictor; inclusion of film thickness, extrusion speed and melt temperature raised R² to 0.79. Films with zero pinholes showed an OTR range of 1580–1980 cm³/(m²·day·bar), confirming that pinhole-free conditions alone do not guarantee low OTR. These findings are communicated to the production partner as a quality-control decision tool. The methodology is generic and applicable to other thin film geometries.","excerptSha256":"19574852dbcfb405cf6711eed4ce1aa9998f1d036026120658fb13c3214d342e","id":"ev-5feadf2d909b44e3355fb960bd51717699eaa09d7e6637f877d14201a12f12d9","recordSha256":"b1ccb29d780076d0020ee2c040b2cd50d528c7a9cd6cb5b7654bfe06968e07c8","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2229},"recordId":"SYN-PUB-02229"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-e83f0b7110fdf4ec4b09b15fe8d725c98ee745489fb8d8e766d60677a78862d7","recordSha256":"b1ccb29d780076d0020ee2c040b2cd50d528c7a9cd6cb5b7654bfe06968e07c8","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2229},"recordId":"SYN-PUB-02229"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"pinhole density\",\"OTR\",\"quality control\",\"cast film\",\"statistical modelling\"]","excerptSha256":"ca894f05a3affdc69f3c60b337cecf684358b4e3f42e1dee8c923baf1ca5dfd9","id":"ev-489ac83f00388acfec87ce4eb1f9f2be2bdb7c34bc94c339fb6f5efe613431a7","recordSha256":"b1ccb29d780076d0020ee2c040b2cd50d528c7a9cd6cb5b7654bfe06968e07c8","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2229},"recordId":"SYN-PUB-02229"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Alternating layers of poly(diallyldimethylammonium chloride) (PDADMAC) and poly(sodium 4-styrenesulfonate) (PSS) were deposited on corona-treated LLDPE substrates via dip-coating at pH 4.0 and ionic strength 0.1 M NaCl. Films with 4, 8, 12, 16 and 20 bilayers were produced and OTR measured at 23 °C and 50 % RH. OTR decreased from 1720 cm³/(m²·day·bar) for uncoated LLDPE to 210 cm³/(m²·day·bar) at 20 bilayers; total coating thickness was 380 nm by profilometry. Adhesion of the coating was assessed by tape-peel and cross-cut tests; failure occurred at the coating–substrate interface for samples with fewer than 8 bilayers, suggesting inadequate corona treatment recovery. Humid ageing at 85 % RH for 14 days caused an OTR increase of 35 % at 20 bilayers. The coating approach is positioned as an EVOH-free route to moderate oxygen barrier on flexible polyolefin substrates.","excerptSha256":"50370d82c1ce4686094467baa7df0441f238c8ab1b74609cf3a9661740dbdcbc","id":"ev-afde54df0d89befde0c9dd4d44dac5f2a9b80da23c53629d8614bba547e76284","recordSha256":"87d7e1868e6cf3733d9e0910611c64f18eb0bc84c3f5f3d986ea8c4b1287cd42","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2226},"recordId":"SYN-PUB-02226"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-f1761c3f46f1b63a2a7f0f374826186a75cd3609caf18e61f3de804afeeba3c6","recordSha256":"87d7e1868e6cf3733d9e0910611c64f18eb0bc84c3f5f3d986ea8c4b1287cd42","source":{"derivedRecordId":false,"fieldPointer":"/authors/4/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2226},"recordId":"SYN-PUB-02226"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"HDPE blown film\",\"crystalline morphology\",\"OTR\",\"processing temperature\",\"blow-up ratio\"]","excerptSha256":"b046a998a413725eeea71f5d53d1a1419b216b6100682c2a4f7db7ec4dc043fe","id":"ev-9ca801d0f5ee3317e345a88dec48c6fcc593c27a3059dec0c6c0c7d6029c3f3c","recordSha256":"350ab1ac8325634c2fb8eb962a14835a74156cc4aded9f227d20c8541643d27b","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2225},"recordId":"SYN-PUB-02225"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0172","excerptSha256":"bc8439f991e9b14148e61dc1329fdecd38b60a2af76545d8eb12dab426e3fb48","id":"ev-9a330f7f18056de0fda61baafb0e01fb8a76ff92220e74a417ec63534e1130f7","recordSha256":"350ab1ac8325634c2fb8eb962a14835a74156cc4aded9f227d20c8541643d27b","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2225},"recordId":"SYN-PUB-02225"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Pinhole density and oxygen transmission rate in thin polyolefin coextruded films: a statistical correlation across production batches","excerptSha256":"1cfd7b62716fe0b63495600c89507f5f770ede77de049cddd8ae6705746bef50","id":"ev-692f723d29743fc156691357c8a99fe2dc80043b16a94cb7a17a54473c9823f6","recordSha256":"b1ccb29d780076d0020ee2c040b2cd50d528c7a9cd6cb5b7654bfe06968e07c8","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":2229},"recordId":"SYN-PUB-02229"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Puzović is available for new collaborations from autumn 2026 onwards; she is currently finishing supervision commitments tied to the MONOBAR project. She prefers partnerships where experimental work is conducted at the Faculty of Technology laboratory rather than entirely on-site at partner premises, given equipment specificity. She has expressed interest in pharmaceutical and medical device packaging applications as an expansion direction.","excerptSha256":"56bd6348dd2d8cd778710fc7e320ed3fca0befd5c1690c8fd49274fe1d4beb60","id":"ev-f04c45e881f6264379d79651050bde2d31420e2fad919daaf2921a54fd4a29f4","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/notes","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"contract research on film barrier characterisation\",\"equipment access (OTR, WVTR, DSC, FTIR-ATR measurement services)\",\"industrial PhD supervision\",\"student internships at the Permeability and Film Characterisation Laboratory\",\"consulting on mono-material packaging barrier design\",\"joint project proposals (Horizon Europe, bilateral programmes)\"]","excerptSha256":"62b09497e4303e7a5b3fc5f918a76047f6d3550e1258fdc8e95bd2a3273706a5","id":"ev-f53b4c27287f0ce50470f03f3fbd0d331c086c14dc3df75e68ce61a7615f383c","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Puzović has an ongoing technical collaboration with PoliFlex d.o.o., a regional polyolefin film producer, through which production batch data are shared and confidential testing services are provided. She previously completed a six-month consulting engagement with a multinational food packaging converter during 2014–2015, advising on specification limits for multilayer barrier films used in chilled dairy products.","excerptSha256":"3a4ea384274c0e001d22f46adeb59c77236f0334496b70c517de5192cfe3869a","id":"ev-b4f14ee29fcd185de9bb3b4897f8fb8a8e1dcaa65bf9b1ec26d870fb47ce02d6","recordSha256":"8735242463c12c615d39e2b6d493f21cd84727d50ba1bcc56356f280dc86eef9","source":{"derivedRecordId":false,"fieldPointer":"/industry_experience","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/171"},"recordId":"R0172"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"hygrothermal modelling\",\"condensation onset\",\"sealed enclosures\",\"vapour permeability\",\"seal geometry\",\"dew-point prediction\",\"moisture transport\",\"thermal-fluid analysis\",\"elastomeric seals\",\"enclosure climate\"]","excerptSha256":"8898942507a5a42a8fa8dffdb47af3efd7f7e3070708556cc1b39b10268cfc80","id":"ev-99b78048537075a72286f9dd631d7ff9929d40c2943aa1a05679228f1296309c","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-f52c8f49f672d7149ebd3dcfbeaa85b284e482647d06ee5b1e7a7f9d5efd143f","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/id","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A two-dimensional finite-volume model of moisture and heat transport was developed for a generic polycarbonate housing representative of handheld electronic devices. The domain included the polymer shell, an internal air cavity of 38 cm³, and a printed circuit board heat source. Boundary conditions followed a 24-hour ambient cycle between 5 °C and 35 °C at 60–90 % relative humidity, representative of coastal storage conditions. The dew-point margin at the coldest internal surface was tracked over 72 simulated hours. For a housing wall thickness of 2 mm with no desiccant, the dew-point margin dropped below zero during the cooling phase at hour 14, predicting condensation on the board. Adding a 0.5 g silica gel insert raised the margin to +1.8 °C at the same instant. Model sensitivity to polycarbonate vapour diffusivity was assessed over a ±30 % range; the condensation-onset time varied by ±2.1 hours. 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A three-dimensional steady-state CFD model computed the internal temperature distribution accounting for natural convection and wall conduction; the resulting surface temperature field was then passed as a boundary condition to a vapour diffusion model that predicted local relative humidity and dew-point margin at each surface node. A 6-litre ABS housing with a 20 W internal heat source was simulated at external temperatures of −10 °C, 0 °C, and 10 °C at 90 % external relative humidity with a seal permeance of 3.5 × 10⁻¹² kg/(m²·s·Pa). At −10 °C, 14 % of the internal wall area showed a negative dew-point margin; this reduced to 3 % at 0 °C and to zero at 10 °C. A redesign placing the heat source at the geometric bottom of the housing eliminated the negative-margin area at −10 °C. The workflow is implemented in open-source tools and requires less than 4 hours of computation time on a workstation.","excerptSha256":"b3bc9285ff8f28358733fe335e8c44294e7b85a93ace64e3bf9921998f7b9fa0","id":"ev-a4f9adef011563343592a06f6b4b663a2852cf0dac154c3951b4c9dab9243c37","recordSha256":"7b309daddab0df6bf2dcab64de586abb20e45d6005ed25fcd6ff611cda181ca6","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8612},"recordId":"SYN-PUB-08612"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-6db72ba5ac59bba7045d45668175ffc71682f2f014339aba3d83f670ef6d6c4a","recordSha256":"7b309daddab0df6bf2dcab64de586abb20e45d6005ed25fcd6ff611cda181ca6","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8612},"recordId":"SYN-PUB-08612"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This project developed a prototype wireless sensor node small enough to be enclosed permanently inside a standard IP65 cabinet, transmitting temperature and humidity readings via LoRaWAN. Sabo's group led the work package on enclosure climate modelling and sensor placement optimisation, using CFD and hygrothermal simulations to identify locations within the cabinet where the sensor reading is most representative of the condensation-risk state of the enclosure. Two candidate sensor positions were evaluated against a 24-thermocouple reference dataset; the recommended position reduced the root-mean-square error in condensation-onset prediction from 4.1 hours to 1.3 hours compared with an unguided placement. The project partnered with an electronics engineering group for sensor hardware and firmware development.","excerptSha256":"c28b929da73cd0ade86015568e1d2da51585963a53eb813712dd2d9c4808af16","id":"ev-8f023db383527c1b6a028b45c666494c2ff340d41e9f6b721a646236ed5f9765","recordSha256":"f97b90124e75308d2ed3818823c59290a0152a753eff3b8b8b824e88e66f7525","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/291"},"recordId":"SYN-PRJ-0292"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-bf0d81aca7c39dfaf7caab794afc14262b098757e48d2da38fa71fb9c42226f8","recordSha256":"f97b90124e75308d2ed3818823c59290a0152a753eff3b8b8b824e88e66f7525","source":{"derivedRecordId":false,"fieldPointer":"/participants/0/researcher_id","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/291"},"recordId":"SYN-PRJ-0292"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Twelve steel electrical cabinets installed in four unheated substations in Vojvodina were instrumented with internal and external temperature–humidity loggers over a 14-month period spanning two winters. Internal relative humidity exceeded 85 % for more than 480 hours per year in cabinets without anti-condensation heaters, with the longest continuous exceedance episode lasting 61 hours. A lumped-parameter hygrothermal model driven by measured exterior boundary conditions reproduced the measured internal humidity with a root-mean-square error of 3.2 percentage points. Model calibration identified the dominant vapour pathway as the cable entry glands rather than the door gasket, accounting for approximately 68 % of total vapour ingress. Anti-condensation heater power requirements derived from the model range from 6 W to 22 W depending on cabinet volume. Recommendations for gland specification and heater sizing are given.","excerptSha256":"2f939a8cf9d33563d8c8ee1c5c460747484dace985a71ed5bf7e809c849ed479","id":"ev-2bc1c85a82c26f0f82908c770c44a207c9a1852d38d0f6d0411d90eacd17be43","recordSha256":"b6962d46c3ea3725c83e742e84a3d447d9841b2018f2846d1bc3e4474f1aad22","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":818},"recordId":"SYN-PUB-00818"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-22810e831a5b9cb31de2d9f7360025fd2133207696434d08de06b78490cf1e93","recordSha256":"b6962d46c3ea3725c83e742e84a3d447d9841b2018f2846d1bc3e4474f1aad22","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":818},"recordId":"SYN-PUB-00818"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Svetlana Sabo received her Diploma Engineer degree in Mechanical Engineering from the University of Novi Sad in 1998 and her PhD from the same institution in 2005, with a thesis on moisture transport across elastomeric seals in low-pressure enclosures. She joined the Department of Mechanical Engineering at the Faculty of Technical Sciences as an Assistant Professor in 2006 and was promoted to Full Professor in 2018. Her research group focuses on thermal-fluid behaviour inside sealed cavities, with particular emphasis on hygrothermal modelling, condensation onset prediction, and the influence of seal geometry and vapour permeability on internal dew-point conditions. She teaches courses in fluid mechanics, heat transfer, and machine elements. The group operates a climate-controlled test chamber, a gravimetric vapour sorption analyser, and a suite of infrared thermography equipment.","excerptSha256":"df34a12bda5f7d8a969bf318c8e29e6097fe473936ca0a0413d03fe61c8ced4c","id":"ev-56ac1453c890305fe436b4bd5933215cfe5bc4db0020c1c24fcef5320d0cb318","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/bio","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This book chapter reviews the physical mechanisms governing moisture behaviour in mechanically sealed enclosures, covering vapour diffusion through seal materials, convective moisture transport in internal air volumes, and sorption on interior polymer surfaces. The chapter presents one-dimensional and two-dimensional analytical solutions for steady-state and transient vapour transport in simple geometries, followed by a discussion of finite-element and finite-volume implementations for complex enclosure shapes. A worked example demonstrates the prediction of condensation onset time for a 2-litre aluminium housing sealed with a silicone gasket subjected to a step change in external relative humidity from 50 % to 95 %. The chapter also addresses the coupling between thermal and hygric calculations, noting conditions under which decoupled analysis is acceptable (Biot number for vapour transfer below 0.1). Measurement techniques for validating hygrothermal models, including gravimetric permeability testing, capacitive sensing, and fibre-optic dew-point measurement, are described.","excerptSha256":"47d428dc1c04c6776474baabd6c29c0e34b927b2c93178684eb3575e3f0ad2b2","id":"ev-2ac950df0a13ae4ac9b22ee067f5dd2f783e6d71fb5d678a0ad8bf72c013c6b6","recordSha256":"2e116088103ac6a79b49e52f43907f4c2ae56926bb4e34532d84d7db07238f54","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8613},"recordId":"SYN-PUB-08613"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-4e0b688afa95188d339da4a0b5e7adb6e0d92c1807a918f7b97b4dbc8837aff7","recordSha256":"2e116088103ac6a79b49e52f43907f4c2ae56926bb4e34532d84d7db07238f54","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8613},"recordId":"SYN-PUB-08613"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A hygrothermal model of a polyphthalamide (PPA) junction box used in crystalline silicon photovoltaic modules was subjected to a global sensitivity analysis using the Sobol variance decomposition method. Nine input parameters were varied: gasket vapour permeability, gasket cross-section width, groove surface roughness, internal air volume, internal polymer sorption isotherm slope, external temperature amplitude, external humidity amplitude, solar irradiance-driven temperature offset, and potting compound surface area. Each parameter was sampled over physically realistic ranges drawn from the literature and from in-house measurements. A total of 18 432 model evaluations were performed. The first-order Sobol index for the time to condensation onset was dominated by gasket vapour permeability (S₁ = 0.41) and external humidity amplitude (S₁ = 0.28). Grove surface roughness had a smaller but non-negligible contribution (S₁ = 0.09). The analysis identifies gasket material selection and installation surface finish as the most impactful design levers for extending the condensation-free service life of PV junction boxes.","excerptSha256":"b8aeddc6cbddc71b26b18aa50272a98311ee4749e4662b897d6320eab58526e5","id":"ev-428f4590b641633be34a0f0e0eeb8afcbc8f856e086fa50aff60714f8be39c24","recordSha256":"cd3b720929b757e5cf55b79cb9cdb860e4057081bd989bd4d190363c31d9d0c7","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8615},"recordId":"SYN-PUB-08615"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-a7f7dd6a30941f2c553ce2beb338ee807b4e586d471495776da6abe1ca82113b","recordSha256":"cd3b720929b757e5cf55b79cb9cdb860e4057081bd989bd4d190363c31d9d0c7","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8615},"recordId":"SYN-PUB-08615"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"A simulation workflow is described that takes hourly meteorological station data (dry-bulb temperature and relative humidity) as its sole external boundary condition and predicts the time-history of the dew-point margin on the coldest internal surface of a sealed outdoor enclosure. The workflow chains a thermal resistance–capacitance model of the enclosure wall with a lumped vapour mass-balance model and a local surface temperature correction derived from a short CFD pre-computation. It was applied to three years of hourly data (2021–2023) from the Rimski Šančevi meteorological station near Novi Sad for three enclosure configurations: unheated ABS 1-litre, unheated aluminium 4-litre, and aluminium 4-litre with 10 W anti-condensation heater. The workflow predicted that the unheated ABS enclosure experienced 312 condensation-onset events over three years; the unheated aluminium enclosure experienced 94, and the heated aluminium enclosure experienced zero. Predictions were validated against a 12-month data set from four instrumented enclosures deployed at the same station, with onset event counts matching to within 8 %.","excerptSha256":"4beb15c7fd3d27c9847b814a9fced151c8d9aa4190f32398dc41e1294fe474ff","id":"ev-0889b2c9fa1ae142873c673f2229e7c7c39364a3b384b980aa5a6cd6f6862b43","recordSha256":"b4a2ad4e8a0483cf707ac0b772dcf11e5b9393f289eb9fbd239b1fe1f39a58c4","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8616},"recordId":"SYN-PUB-08616"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-81969d1b8172231acee560465b5bd9dc9ed8717aff9397d12dd7557590a5fff1","recordSha256":"b4a2ad4e8a0483cf707ac0b772dcf11e5b9393f289eb9fbd239b1fe1f39a58c4","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8616},"recordId":"SYN-PUB-08616"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Optical devices assembled in factories at relative humidity levels of 30 %, 50 %, and 70 % were modelled and tested to quantify the long-term internal moisture level reached after hermetic sealing. A one-dimensional mass-balance model predicts that the asymptotic internal humidity is determined by the initial air charge, the internal surface sorption capacity of polymer components, and the slow permeation through glass-to-metal adhesive joints. For an assembly humidity of 70 %, the model predicts a post-sealing equilibrium internal relative humidity of 22 % at 20 °C; at 30 % assembly humidity this falls to 9 %. Twelve laboratory assemblies per condition, sealed with a tin-indium solder alloy joint, were placed in a climate chamber and monitored via a fibre-optic dew-point sensor for 18 months. Predictions and measurements agree within 4 percentage points. The study underpins a factory specification of maximum 45 % assembly-room humidity to maintain the internal level below 15 % over a 10-year service life.","excerptSha256":"e98172f1413ddcad1b45d65855aab446ca37b6a276b753c31cd942b271f6f18c","id":"ev-e2559644489c9e06488aa566cc9276c0c8389c46089392c498958a4925168109","recordSha256":"e3c6d7c02f8aea6b6f303635daa91e827206692094cf07d1cda6652dd0e481d0","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8608},"recordId":"SYN-PUB-08608"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0786","excerptSha256":"12d5080238d0a2b382d56872fd7fd969ad7c725db442d0dc8209d057e1b7e68f","id":"ev-e617b382dc26d6d96102b75a6dd669b78904695d1f1d4bd0ab198115b4a3340e","recordSha256":"e3c6d7c02f8aea6b6f303635daa91e827206692094cf07d1cda6652dd0e481d0","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8608},"recordId":"SYN-PUB-08608"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Vapour permeability was measured for EPDM, silicone, and thermoplastic polyurethane (TPU) seal materials in unaged condition and after accelerated thermal ageing (100 °C, 1000 hours) and UV ageing (1.0 W/m² at 340 nm, 500 hours) in accordance with ISO 4892-2. Gravimetric cup tests at 23 °C and 85 % relative humidity differential were conducted on three specimens per material per ageing condition. EPDM permeability increased by 12 % after thermal ageing and by 8 % after UV ageing relative to the unaged baseline. Silicone showed no statistically significant change after thermal ageing but a 19 % increase after UV ageing. TPU exhibited the largest sensitivity, with permeability increasing by 34 % after thermal ageing and 27 % after UV ageing, accompanied by visible surface crazing and a 15 % reduction in hardness. Shore A hardness, tensile elongation at break, and infrared spectroscopy were used to characterise degradation mechanisms. 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Her laboratory has limited availability in the autumn semester due to teaching load; project kick-off meetings and intensive measurement campaigns are better scheduled in spring or summer.","excerptSha256":"3eb4e40ffce8288d76eb7033e558edc67a4010b3acc9b0efb8b0bd2cfac51232","id":"ev-c274ec70cc7a0ae374e840e651800ac2666b0f59b6159026bd9410862562dddd","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/notes","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"contract research\",\"consulting on enclosure design for moisture control\",\"joint projects on material characterisation or hygrothermal simulation\",\"student internships in experimental thermal-fluid measurement\",\"equipment access (climate chamber, gravimetric vapour sorption analyser, infrared thermography)\"]","excerptSha256":"89cd88c61830dc8c6f53e7965c1edce6ae1da0687b9fa9c3ba0c29d95c09758a","id":"ev-3326c6f6cf24532fe1fd5a27438c0a06c62d7afb9155df26eea2cbe9a1ed5d86","recordSha256":"30697b38d94b2f5fbaeb4ea4a593af5abcf2cfefa9f5e03a9044e4fa79ba6180","source":{"derivedRecordId":false,"fieldPointer":"/open_to","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/785"},"recordId":"R0786"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Sabo provided a six-month consulting engagement to a domestic manufacturer of outdoor metering cabinets, advising on gasket material selection and anti-condensation heater sizing. 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This work tracks dimensional changes in injection-moulded PEI discs and pins stored in sealed packaging at three relative humidity levels (30%, 60%, and 90%) over 18 months. CMM measurements at six-month intervals show that at 90% RH, average diameter growth reached 0.015 mm after 18 months, representing 75% of the maximum allowable tolerance. Moisture uptake at 90% RH reached 1.2 wt%, consistent with literature values for unfilled PEI. Specimens stored at 30% RH showed negligible dimensional change (<0.003 mm). A linear predictive model relating absorbed moisture to dimensional deviation, validated against independent specimens, is presented with 95% confidence intervals. 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A control group was tested in the dry-as-built condition. Tension–tension fatigue tests (R = 0.1, 1 Hz, 37 °C) were performed. The cyclic hygroscopic treatment reduced fatigue life at 40 MPa by 38% compared with the dry control group. Micro-CT imaging performed before and after the hygroscopic cycling revealed enlargement of interlayer porosity, with mean pore diameter increasing from 48 µm to 67 µm. Dynamic mechanical analysis (DMA) showed a reduction in storage modulus of 12% and an increase in the loss tangent peak area of 18% after hygroscopic cycling, indicating increased viscoelastic energy dissipation per cycle. The findings are relevant to the growing use of SLS-printed PA12 in patient-specific surgical guides and low-load orthopaedic ancillaries.","excerptSha256":"1c0f1f6c837941f1d4d5c32de7e43631a5ab05734869b75019e3d6cbc59e66ec","id":"ev-5c16ce689cb714c5b015f2461a85bd884c52e3eede3ab305e4325c84995dbb86","recordSha256":"3759eb3d7056d854d6878466a142ca134cddadf2629087fca2f5aa31d0be6057","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":1137},"recordId":"SYN-PUB-01137"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0084","excerptSha256":"be58c7428d2751038b1928a5767e3f71ecde9b962be0d3b1463a603eb3b2492d","id":"ev-fd7508e7d1d7fc44a40d0f01a195ea16343531b1edc346bd9d37ce102e75c316","recordSha256":"3759eb3d7056d854d6878466a142ca134cddadf2629087fca2f5aa31d0be6057","source":{"derivedRecordId":false,"fieldPointer":"/authors/1/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":1137},"recordId":"SYN-PUB-01137"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"Three accelerated ageing protocols for thermoplastic polyurethane (TPU) catheter tubing segments are compared: elevated temperature immersion (70 °C in phosphate-buffered saline), combined UV/humidity exposure (UVA, 0.76 W/m², 50% RH), and real-time ageing at 23 °C/50% RH over 52 weeks. Fatigue life under cyclic bending (displacement-controlled, 1 Hz, 180° bend radius) was measured for each protocol at nominal ageing equivalents of 6, 12, 24, and 52 weeks. The elevated temperature protocol was the most aggressive: fatigue life after 24-week equivalent ageing dropped to 42% of the initial value. Molecular weight (GPC), hardness (Shore A), and elongation at break were measured alongside fatigue data. Arrhenius correlation between the 70 °C and 23 °C datasets yielded an activation energy of 84 kJ/mol, within the range expected for hydrolytic degradation of polyester-based TPU. The UV/humidity protocol produced divergent results not predictable from the thermal model, suggesting a different degradation mechanism relevant only to external device surfaces.","excerptSha256":"747454c6ebc6787ee8eca689fe4d440e0adfac026ed62a0c963b470f01f717aa","id":"ev-bd719dcb14b62db67f23b0eb06322251faa53f585996c0e73c1a1136a2a69cf0","recordSha256":"e1bd3d5e39eeb643a6793087798da65e45069a02ccca03d2159c57081e50a821","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":1134},"recordId":"SYN-PUB-01134"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"R0084","excerptSha256":"be58c7428d2751038b1928a5767e3f71ecde9b962be0d3b1463a603eb3b2492d","id":"ev-89042a0e62bd91612292a0c7f629efc1cbfb106db46f9a428f1d6ed6a203e288","recordSha256":"e1bd3d5e39eeb643a6793087798da65e45069a02ccca03d2159c57081e50a821","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":1134},"recordId":"SYN-PUB-01134"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"[\"hygroscopic swelling\",\"dimensional stability\",\"engineering polymers\",\"fatigue behaviour\",\"cyclic mechanical loading\",\"high-humidity ageing\",\"biomedical device materials\",\"polyamide\",\"PEEK\",\"accelerated ageing\"]","excerptSha256":"1e6248be6e95582e80e48c68ea92538a95c641f9d5bef3bddff644dab5a11ca1","id":"ev-bcedfc3fc4ed49771841f8eb8ef91d519aacfa234505cf0820a2c876042416e7","recordSha256":"f4c92aee6edc7a01c805f3e691e66e2c9730c9d7e7d26fb85da318fa7bfb060f","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/researchers.json","locator":{"format":"json","jsonPointer":"/researchers/83"},"recordId":"R0084"},"sourceFileSha256":"00de62344d92b6c41c8b67c7e39b1cd8db5553d4050f4c4e92df89ea172dde40"},{"canonicalizationVersion":"node-stable-json-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","excerpt":"This paper investigates whether DMA measurements—specifically storage modulus E′, loss modulus E″, and the loss tangent tan δ recorded at 1, 10, and 100 Hz—can serve as rapid non-destructive predictors of residual fatigue life in humidity-aged polymer specimens without performing full fatigue tests. Four materials were studied: PA6, PA66-GF30, POM-C, and PEEK, each aged at 85% RH and 37 °C for 0, 4, 8, 16, and 32 weeks. DMA signatures were correlated with fatigue lives measured at a fixed stress amplitude of 40% of the tensile strength for each material–ageing combination (n = 8 per data point). For PA6 and PA66-GF30, tan δ at 1 Hz showed the strongest correlation with residual fatigue life (Pearson r = −0.91 and −0.87 respectively). POM-C and PEEK showed weaker correlations (r = −0.61 and −0.54), consistent with their low moisture uptake limiting the DMA-detectable change. A simple regression-based screening criterion using tan δ thresholds is proposed and its applicability limits are 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Three gas compositions — 5% O₂/15% CO₂/80% N₂, 10% O₂/10% CO₂/80% N₂, and ambient air control — were evaluated at 2 °C storage over a 14-day period. Quality parameters including firmness, color (L*, a*, b*), soluble solids content, titratable acidity, and visual mold incidence were monitored at two-day intervals. Microbiological analyses targeted total aerobic counts and Botrytis cinerea colony formation. Results demonstrated that the 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% relative to control and maintained firmness above commercial acceptability thresholds for 12 days compared to 6 days in ambient conditions. Sensory panel scores for color and texture confirmed marketability at day 10 under optimal MAP conditions. The findings provide actionable gas-mix specifications for exporters shipping raspberries to Central European markets, and establish a data foundation for integrating MAP parameters into predictive shelf-life models. 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This paper reports a feasibility study for implementing sensor-based dynamic remaining shelf-life (RSL) labelling on raspberry and blueberry consignments exported from Serbia. Time-temperature indicator (TTI) labels from two commercial suppliers were benchmarked against data-logger-calibrated predictive model outputs for Botrytis growth and total aerobic count across 24 simulated and 16 real export consignments. TTI colour-response kinetics were characterised at 0, 4, 8, and 12 °C and integrated into an RSL calculation algorithm using an Arrhenius-based temperature dependence model. Agreement between TTI-derived RSL and model-derived RSL was within ±1.2 days for 79% of consignments, which was deemed commercially acceptable by participating exporters. A cost–benefit analysis estimated that TTI-based RSL labelling could reduce consignment rejection rates at destination by 18–24%, yielding a positive return on investment for exporters operating above 50 tonnes per season. Regulatory and labelling compliance considerations under EU food law are discussed, along with the data requirements for formal TTI validation. 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This study assessed the efficacy of sachets containing encapsulated thymol and carvacrol — sourced from wild thyme and oregano — integrated into clamshell packaging under a 5% O₂/15% CO₂ atmosphere at 2 °C. Blueberry quality was monitored over 18 days for firmness, total anthocyanin content, weight loss, and microbiological load (total aerobic count and Botrytis incidence). Active MAP sachets reduced total aerobic counts by 1.8 log CFU/g relative to passive MAP controls at day 12 and delayed visible mold onset by four days. Anthocyanin retention was significantly higher in active MAP treatments (p < 0.05), suggesting a secondary antioxidant protective effect. Consumer acceptability scores obtained through a 40-member sensory panel confirmed marketable quality at day 14 for saline-active MAP versus day 10 for passive MAP controls. Migration testing confirmed that thymol and carvacrol residues in fruit tissue remained below European regulatory thresholds. This work demonstrates the practical feasibility of combining MAP gas composition with natural antimicrobial active elements for export-grade blueberry packaging.","valueType":"string"},{"evidenceIds":[],"fieldHash":"224430997513f49ded2439d70ad58cc4adf88446d7680eef3ca680d3bf0bb0cc","purposes":["complete_identity_relation_context_only"],"recordSha256":"23e399fdefda87040438bd7f66218f26aec200030b1277b8370d526f3546c50e","source":{"derivedRecordId":false,"fieldPointer":"/authors","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10212},"recordId":"SYN-PUB-10212"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":[{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Nataša Ilić","researcher_id":null},{"affiliation":"Institute of General and Physical Chemistry, Belgrade (fictional)","name":"Svetlana Ristić","researcher_id":null},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Dragan Petrović","researcher_id":null},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Jelena Marković","researcher_id":"R0976"}],"valueType":"array"},{"evidenceIds":["ev-0e4a4867a45db089432441111b721e257bbc4caaeeb5a29e1f68e487c94313ec"],"fieldHash":"b4747ed733f758eb9432c3e68cd987f50662aaca20c19050a1b7474b3c9d98c7","purposes":["complete_registered_evidence_field"],"recordSha256":"23e399fdefda87040438bd7f66218f26aec200030b1277b8370d526f3546c50e","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10212},"recordId":"SYN-PUB-10212"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"R0976","valueType":"string"},{"evidenceIds":["ev-49da3333be210cf43ac06a4acd39e7d77b865135e83c69068f981120e8dd3d50"],"fieldHash":"fab9977b3c1b40d97a481ec73c031d2821d8f4995b68d331c6461a9769498b41","purposes":["complete_registered_evidence_field"],"recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":["time-temperature indicator","remaining shelf life","dynamic labelling","berries","cold chain","Arrhenius model"],"valueType":"array"},{"evidenceIds":["ev-992c26151b8abe62962c755a231e48427eb4c1eeaf35b10ea40a54ec428c53a2"],"fieldHash":"b3d00f5f287ce05c75bb43ee4e6dd286876dbacc32a2ccf0ee19b37e4a4174b2","purposes":["complete_registered_evidence_field"],"recordSha256":"7cddaef8e69956ab5fb7c4c0ed90243e5728411223ddc5db9a17a148cdf887fc","source":{"derivedRecordId":false,"fieldPointer":"/title","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10218},"recordId":"SYN-PUB-10218"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"Sensor-based remaining shelf-life labelling for berry exports: a feasibility study","valueType":"string"},{"evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2"],"fieldHash":"0939f71f3f1da6ddcf48e9ba90f9b59cd232e4c8ed1c921dedd0478678d50bcd","purposes":["complete_registered_evidence_field"],"recordSha256":"d874e169e3547d807aff2bd4aef3057a4090e49184550f612b3edec2810f7f2d","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":10213},"recordId":"SYN-PUB-10213"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"Digital twin frameworks — virtual replicas of physical supply chains updated by real-time sensor data — offer a new paradigm for proactive spoilage management in perishable food logistics. 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The target was to lower the required jaw temperature on a 300 bags/min VFFS line from 125 °C to below 110 °C without reducing seal strength below 25 N/25 mm or compromising hot-tack performance. Starting from a commercial 40 µm mLLDPE monolayer film, two modifications were evaluated: (i) partial substitution of the mLLDPE base resin with a 1-octene-based very-low-density polyethylene (VLDPE, density 0.900 g/cm³) at 10–25 wt%, and (ii) increasing seal-layer thickness from 40 to 50 µm in a three-layer coextrudate with OPP and tie. VLDPE addition at 20 wt% lowered SIT by 9 °C and enabled 26 N/25 mm plateau seal strength at 108 °C. Increasing film thickness to 50 µm without VLDPE gave a 5 °C SIT reduction. The combination of 20 wt% VLDPE and 50 µm gauge achieved a usable sealing window of 106–138 °C, a 32 °C range versus 18 °C for the commercial film. Line trials on a production VFFS machine confirmed seal integrity of filled pouches under 1.5 bar air pressure.","valueType":"string"},{"evidenceIds":[],"fieldHash":"8e38720a254e5e6664762f8565530820522232177f24b23d8fdedd8cddff2728","purposes":["complete_identity_relation_context_only"],"recordSha256":"2b54b1c4471597aba9e53e300984a73783ce45f066e2d0d8d4d87ad7782e4178","source":{"derivedRecordId":false,"fieldPointer":"/authors","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8004},"recordId":"SYN-PUB-08004"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":[{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Bojan Grbić","researcher_id":"R0715"},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Ivan Lukač","researcher_id":null},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Tamara Milosavljević","researcher_id":null}],"valueType":"array"},{"evidenceIds":["ev-6f9fcc520f631c214ed5f3f505a71edeedf047ac2645b1fa549e703c0a574e3b"],"fieldHash":"e4aed1c2a7a8d14c231f3f961eb237f36f91e129be17781a9410ca8242328148","purposes":["complete_registered_evidence_field"],"recordSha256":"2b54b1c4471597aba9e53e300984a73783ce45f066e2d0d8d4d87ad7782e4178","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8004},"recordId":"SYN-PUB-08004"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"R0715","valueType":"string"},{"evidenceIds":["ev-ce988d228dbd64fad02a0c9a7861a6c99ca81a6edc2de05ca0901ca9a36ed771"],"fieldHash":"767dac56123142fc34c8ed56653ec13a802cf36bfe9006c7496680e7f3ec9f70","purposes":["complete_registered_evidence_field"],"recordSha256":"146f2511fec9623ce2d732ca21dd2b2052bb54263edd9fe0e1cbca478806b92a","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/585"},"recordId":"SYN-PRJ-0586"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a","value":"The project investigated the relationship between seal-layer formulation variables—resin type, comonomer content, blend ratios, and film thickness—and the achievable thermal processing window on VFFS packaging lines running at up to 300 bags/min. Work was conducted across four tasks: rheological and thermal characterisation of candidate resins; cast-film extrusion trials on the laboratory line at the Faculty of Technology; heat-seal testing using a gradient sealer and a laboratory VFFS unit; and statistical modelling of composition–property relationships using RSM. The project produced seven publications and validated two target formulations with an industrial partner. A trained PhD student and two master's students were involved. 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For each jaw temperature, 20 pouches were prepared and tested by both methods. Peel force data and burst pressure data were analysed for correlation and for their ability to discriminate between adequate and inadequate seals. The two methods agreed in classifying seals above 110 °C as acceptable (peel ≥ 25 N/25 mm; burst ≥ 180 kPa), but diverged in the 100–109 °C zone, where 7 of 20 pouches passed the burst test but failed the peel criterion. Root-cause analysis by SEM cross-section showed incomplete interdiffusion at the seal interface in those pouches. Repeatability expressed as coefficient of variation was 5.8 % for peel and 9.2 % for burst across all jaw temperatures. The peel test is recommended as the more conservative acceptance criterion for VFFS applications handling liquid or particulate products.","valueType":"string"},{"evidenceIds":[],"fieldHash":"b59fdada738e893a0c8c38cc248c732efc509f47d9b12cc493f7ffcbd896617b","purposes":["complete_identity_relation_context_only"],"recordSha256":"7ce0780e242c174ca084c7d15037939bea4f7c4334bbf0cf64cadef6667fa990","source":{"derivedRecordId":false,"fieldPointer":"/authors","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7489},"recordId":"SYN-PUB-07489"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":[{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Bojan Grbić","researcher_id":"R0715"},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Tamara Milosavljević","researcher_id":null},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Enikő Varga","researcher_id":"R0661"},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Nikola Jovanović","researcher_id":null},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Branka Lalić","researcher_id":"R1044"}],"valueType":"array"},{"evidenceIds":["ev-6e615ea5162cae9bcf6c6593626786e9d695ab934626fab9e67f96ff4810b662"],"fieldHash":"e4aed1c2a7a8d14c231f3f961eb237f36f91e129be17781a9410ca8242328148","purposes":["complete_registered_evidence_field"],"recordSha256":"7ce0780e242c174ca084c7d15037939bea4f7c4334bbf0cf64cadef6667fa990","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7489},"recordId":"SYN-PUB-07489"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"R0715","valueType":"string"},{"evidenceIds":["ev-1f3158ffd5c6e5ca075db4573a2333cbf49448c16a8d78d04f09f0556de36956"],"fieldHash":"d46c32d69571552fbab26a97ad9959c65b8cf1170f0f97f7488a53f6be5e7916","purposes":["complete_registered_evidence_field"],"recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/keywords","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":["seal-layer thickness","OPP laminate","hot-tack window","gradient heat-sealer","multilayer film"],"valueType":"array"},{"evidenceIds":[],"fieldHash":"9d56fe1c28dc1a9a77c0a20d1488d750367b4e9353a27e51fead67b820a5ba3a","purposes":["complete_identity_relation_context_only"],"recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/authors","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":[{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Bojan Grbić","researcher_id":"R0715"},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Sonja Kovačević","researcher_id":null},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Ivan Lukač","researcher_id":null},{"affiliation":"Institute for Packaging Technology, TU Dresden","name":"Christoph Bauer","researcher_id":null}],"valueType":"array"},{"evidenceIds":["ev-ecaf569acba30fad324c455e474ceefbf2e0979d644b8b95332d6dfe127df517"],"fieldHash":"e4aed1c2a7a8d14c231f3f961eb237f36f91e129be17781a9410ca8242328148","purposes":["complete_registered_evidence_field"],"recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"R0715","valueType":"string"},{"evidenceIds":["ev-c2b63609bd5ddc802f790216e9241abdbd10ee94841ef00c909ee43a281f81d2"],"fieldHash":"8ace501c258c3aeac0a607b8fe63aa9c0778b31190547e080b482e69a69aa1b7","purposes":["complete_registered_evidence_field"],"recordSha256":"35ff827de33e3e53fd3891862f601c1bfb0739054a2b2a72458ce87de15793e9","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/patents.json","locator":{"format":"json","jsonPointer":"/patents/53"},"recordId":"SYN-PAT-054"},"sourceFileSha256":"3b67cedd20f63d29cdb2ee868bd11761f2b4ba7e562988cb4b2af466cefccfe0","value":"A blend composition for the seal layer of cast polyolefin films comprising 65–80 wt% metallocene linear low-density polyethylene with 1-octene comonomer, 15–25 wt% very-low-density polyethylene with density in the range 0.895–0.905 g/cm³, and 5–10 wt% low-density polyethylene with melt flow index below 1.0 g/10 min. The composition achieves a seal-initiation temperature below 100 °C at standard jaw conditions (0.3 N/mm², 0.4 s) and a plateau seal strength above 27 N/25 mm, providing a usable sealing window of at least 30 °C. Applicable to monolayer films and as the seal layer of coextruded or laminated multilayer structures for VFFS packaging.","valueType":"string"},{"evidenceIds":["ev-2269bbe3f5aa940da5f964104364eb277e5ce5bcc3cf573ad76642097d323b33"],"fieldHash":"87044433ad6e69245074b998c3364510417f27651889a8afeb8422c1b93600a6","purposes":["complete_registered_evidence_field"],"recordSha256":"59b4101ee25695e8ce6609f0771cad7f6b816a2a9e797fad5b068d0e67fbc2b3","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7999},"recordId":"SYN-PUB-07999"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"Three-layer films with an oriented polypropylene (OPP) structural layer, an adhesive tie layer, and an mLLDPE seal layer were produced by lamination. Seal-layer thickness was varied at 10, 15, 20, 25 and 30 µm while total film gauge was held at 60 µm. Sealing experiments were conducted on a laboratory gradient heat-sealer over a 85–140 °C jaw temperature range; dwell time was fixed at 0.4 s and jaw pressure at 0.25 N/mm². Seal strength and hot-tack force were measured. Films with 20 µm seal layers achieved plateau seal strength of 31 N/25 mm and maintained hot-tack force above 6 N/25 mm over a 28 °C window (108–136 °C). Reducing the seal layer to 10 µm narrowed the hot-tack window to 16 °C and lowered plateau seal strength to 22 N/25 mm; increasing to 30 µm provided no significant benefit. Optical microscopy of cross-sections confirmed nominal thicknesses within ±1.5 µm. The 20 µm seal layer is proposed as the practical optimum for this film construction.","valueType":"string"},{"evidenceIds":["ev-b6d880f12a644beb905ad69e18b897688c1788b0be1102671853df56fe8ee74d"],"fieldHash":"be11be261ac5879f591779058e679f5aa50daf8315af8bbbccd030b494c7a943","purposes":["complete_registered_evidence_field"],"recordSha256":"0f126ea1d190978c19ec86c286addfa60173a64d9e304dc3fd7df70713ed58d8","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7997},"recordId":"SYN-PUB-07997"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"Seal-initiation temperature (SIT) is a primary determinant of packaging line throughput on vertical form–fill–seal machines. This work compared cast films produced from four mLLDPE resins differing in comonomer type (1-butene, 1-hexene, or 1-octene) at constant density (0.918 g/cm³) and melt flow index (2.0 g/10 min). Films of 40 µm nominal thickness were extruded on a laboratory cast-film line and sealed over a 90–135 °C range at 0.3 N/mm² and 0.5 s dwell time. Seal strength was measured by 180° peel on a tensile tester. The 1-octene grade yielded the lowest SIT (97 °C) and a plateau seal strength of 28 N/25 mm, compared to 108 °C and 22 N/25 mm for the 1-butene grade. DSC melting profiles correlated well with the observed SIT differences. Hot-tack measurements at 500 mm/s jaw separation confirmed that 1-octene resins provide a 14 °C wider hot-tack window, relevant for high-speed filling lines.","valueType":"string"},{"evidenceIds":[],"fieldHash":"26a4ef61fd85c1202650dcceb78161317709b9f32d1ca300c230100942e5df19","purposes":["complete_identity_relation_context_only"],"recordSha256":"0f126ea1d190978c19ec86c286addfa60173a64d9e304dc3fd7df70713ed58d8","source":{"derivedRecordId":false,"fieldPointer":"/authors","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7997},"recordId":"SYN-PUB-07997"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":[{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Bojan Grbić","researcher_id":"R0715"},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Branka Lalić","researcher_id":"R1044"},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Mirela Tadić","researcher_id":null},{"affiliation":"Faculty of Technology, University of Novi Sad","name":"Sonja Kovačević","researcher_id":null},{"affiliation":"Department of Plastics Technology, Budapest University of Technology","name":"László Fehér","researcher_id":null}],"valueType":"array"},{"evidenceIds":["ev-20836d4e07d3829d75bbf1d985f8d40946ec28f8977ce774fc8106582cf2948d"],"fieldHash":"e4aed1c2a7a8d14c231f3f961eb237f36f91e129be17781a9410ca8242328148","purposes":["complete_registered_evidence_field"],"recordSha256":"0f126ea1d190978c19ec86c286addfa60173a64d9e304dc3fd7df70713ed58d8","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":7997},"recordId":"SYN-PUB-07997"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"R0715","valueType":"string"},{"evidenceIds":["ev-54cd4a0b0718b243c1cfda34c67eaa0da7343815b471e281ed488ffe246b0847"],"fieldHash":"9ff3b3c9a8d06c6c1e6efa5a6b16429c63529375e08d1a5dd199c9e647a15e76","purposes":["complete_registered_evidence_field"],"recordSha256":"6310513200e948d02ce12e77a88979b00d4264ce36f9ece43aa7ccb2a2ef1d4e","source":{"derivedRecordId":false,"fieldPointer":"/summary","file":"data/projects.json","locator":{"format":"json","jsonPointer":"/projects/586"},"recordId":"SYN-PRJ-0587"},"sourceFileSha256":"847cb13091f91ed9fe57f6aea0088cd1e66ed0263c86a5090f169a2b30ab3a1a","value":"A cross-border collaboration between the Faculty of Technology Novi Sad and the Department of Plastics Technology at Budapest University of Technology, co-funded under Interreg IPA. 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The process involves sequential injection into a rotary mould; the PP substrate cools partially before PA6 is injected over it. A sequential thermomechanical FE simulation was implemented to capture stress accumulation in both materials and at the interface. The PP thermoviscoelastic material model and PA6 crystallisation model were taken from previous calibrated studies. Simulations were compared against CMM warpage measurements on 40 two-component plaques (160 × 80 mm) produced at two substrate pre-cooling times (8 and 15 s). Predicted warpage matched measurements within 0.09 mm for the 15 s pre-cooling case and within 0.21 mm for the 8 s case, where incomplete solidification of the substrate introduced additional uncertainty. 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Sabo's group led the work package on enclosure climate modelling and sensor placement optimisation, using CFD and hygrothermal simulations to identify locations within the cabinet where the sensor reading is most representative of the condensation-risk state of the enclosure. Two candidate sensor positions were evaluated against a 24-thermocouple reference dataset; the recommended position reduced the root-mean-square error in condensation-onset prediction from 4.1 hours to 1.3 hours compared with an unguided placement. 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Internal relative humidity exceeded 85 % for more than 480 hours per year in cabinets without anti-condensation heaters, with the longest continuous exceedance episode lasting 61 hours. A lumped-parameter hygrothermal model driven by measured exterior boundary conditions reproduced the measured internal humidity with a root-mean-square error of 3.2 percentage points. Model calibration identified the dominant vapour pathway as the cable entry glands rather than the door gasket, accounting for approximately 68 % of total vapour ingress. Anti-condensation heater power requirements derived from the model range from 6 W to 22 W depending on cabinet volume. 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She joined the Department of Mechanical Engineering at the Faculty of Technical Sciences as an Assistant Professor in 2006 and was promoted to Full Professor in 2018. Her research group focuses on thermal-fluid behaviour inside sealed cavities, with particular emphasis on hygrothermal modelling, condensation onset prediction, and the influence of seal geometry and vapour permeability on internal dew-point conditions. She teaches courses in fluid mechanics, heat transfer, and machine elements. 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The chapter presents one-dimensional and two-dimensional analytical solutions for steady-state and transient vapour transport in simple geometries, followed by a discussion of finite-element and finite-volume implementations for complex enclosure shapes. A worked example demonstrates the prediction of condensation onset time for a 2-litre aluminium housing sealed with a silicone gasket subjected to a step change in external relative humidity from 50 % to 95 %. The chapter also addresses the coupling between thermal and hygric calculations, noting conditions under which decoupled analysis is acceptable (Biot number for vapour transfer below 0.1). Measurement techniques for validating hygrothermal models, including gravimetric permeability testing, capacitive sensing, and fibre-optic dew-point measurement, are described.","valueType":"string"},{"evidenceIds":[],"fieldHash":"8a5ad4b3a4b90e30fb7514b83396e6b0df5224d511c792146da637b8b421cc2d","purposes":["complete_identity_relation_context_only"],"recordSha256":"2e116088103ac6a79b49e52f43907f4c2ae56926bb4e34532d84d7db07238f54","source":{"derivedRecordId":false,"fieldPointer":"/authors","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8613},"recordId":"SYN-PUB-08613"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":[{"affiliation":"Faculty of Technical Sciences, University of Novi Sad","name":"Svetlana Sabo","researcher_id":"R0786"}],"valueType":"array"},{"evidenceIds":["ev-4e0b688afa95188d339da4a0b5e7adb6e0d92c1807a918f7b97b4dbc8837aff7"],"fieldHash":"55615f51c7784052153ba609172f66bed41388bdd40ac51b6422cffdf2a39f0f","purposes":["complete_registered_evidence_field"],"recordSha256":"2e116088103ac6a79b49e52f43907f4c2ae56926bb4e34532d84d7db07238f54","source":{"derivedRecordId":false,"fieldPointer":"/authors/0/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8613},"recordId":"SYN-PUB-08613"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"R0786","valueType":"string"},{"evidenceIds":["ev-428f4590b641633be34a0f0e0eeb8afcbc8f856e086fa50aff60714f8be39c24"],"fieldHash":"2d3cef8cd074f377ebc69e80bb3ea53fd5e4541797e90288fe8c0620f3de53c8","purposes":["complete_registered_evidence_field"],"recordSha256":"cd3b720929b757e5cf55b79cb9cdb860e4057081bd989bd4d190363c31d9d0c7","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8615},"recordId":"SYN-PUB-08615"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"A hygrothermal model of a polyphthalamide (PPA) junction box used in crystalline silicon photovoltaic modules was subjected to a global sensitivity analysis using the Sobol variance decomposition method. Nine input parameters were varied: gasket vapour permeability, gasket cross-section width, groove surface roughness, internal air volume, internal polymer sorption isotherm slope, external temperature amplitude, external humidity amplitude, solar irradiance-driven temperature offset, and potting compound surface area. Each parameter was sampled over physically realistic ranges drawn from the literature and from in-house measurements. A total of 18 432 model evaluations were performed. The first-order Sobol index for the time to condensation onset was dominated by gasket vapour permeability (S₁ = 0.41) and external humidity amplitude (S₁ = 0.28). Grove surface roughness had a smaller but non-negligible contribution (S₁ = 0.09). The analysis identifies gasket material selection and installation surface finish as the most impactful design levers for extending the condensation-free service life of PV junction boxes.","valueType":"string"},{"evidenceIds":[],"fieldHash":"0aa8756b642431ecb65e3e2bf317a4dc003208f8ba077b4dfcc445ca44247d14","purposes":["complete_identity_relation_context_only"],"recordSha256":"cd3b720929b757e5cf55b79cb9cdb860e4057081bd989bd4d190363c31d9d0c7","source":{"derivedRecordId":false,"fieldPointer":"/authors","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8615},"recordId":"SYN-PUB-08615"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":[{"affiliation":"Faculty of Technical Sciences, University of Novi Sad","name":"Jelena Kovačević","researcher_id":null},{"affiliation":"Hochschule München, Germany","name":"Stefan Roth","researcher_id":null},{"affiliation":"Faculty of Technical Sciences, University of Novi Sad","name":"Ana Horvat","researcher_id":null},{"affiliation":"Faculty of Technical Sciences, University of Novi Sad","name":"Svetlana Sabo","researcher_id":"R0786"}],"valueType":"array"},{"evidenceIds":["ev-a7f7dd6a30941f2c553ce2beb338ee807b4e586d471495776da6abe1ca82113b"],"fieldHash":"55615f51c7784052153ba609172f66bed41388bdd40ac51b6422cffdf2a39f0f","purposes":["complete_registered_evidence_field"],"recordSha256":"cd3b720929b757e5cf55b79cb9cdb860e4057081bd989bd4d190363c31d9d0c7","source":{"derivedRecordId":false,"fieldPointer":"/authors/3/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8615},"recordId":"SYN-PUB-08615"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"R0786","valueType":"string"},{"evidenceIds":["ev-0889b2c9fa1ae142873c673f2229e7c7c39364a3b384b980aa5a6cd6f6862b43"],"fieldHash":"0e0479fbf069d3674f397a6f201f80e31f514c8a5d913010407b184bad8da41f","purposes":["complete_registered_evidence_field"],"recordSha256":"b4a2ad4e8a0483cf707ac0b772dcf11e5b9393f289eb9fbd239b1fe1f39a58c4","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8616},"recordId":"SYN-PUB-08616"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"A simulation workflow is described that takes hourly meteorological station data (dry-bulb temperature and relative humidity) as its sole external boundary condition and predicts the time-history of the dew-point margin on the coldest internal surface of a sealed outdoor enclosure. 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Predictions were validated against a 12-month data set from four instrumented enclosures deployed at the same station, with onset event counts matching to within 8 %.","valueType":"string"},{"evidenceIds":[],"fieldHash":"05e607bb472cc60c5a988d0e00069ac98d81fd283938f243694949c90c82f5a4","purposes":["complete_identity_relation_context_only"],"recordSha256":"b4a2ad4e8a0483cf707ac0b772dcf11e5b9393f289eb9fbd239b1fe1f39a58c4","source":{"derivedRecordId":false,"fieldPointer":"/authors","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8616},"recordId":"SYN-PUB-08616"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":[{"affiliation":"Faculty of Technical Sciences, University of Novi Sad","name":"Marko Stanojević","researcher_id":null},{"affiliation":"Faculty of Technical Sciences, University of Novi Sad","name":"Bojana Erić","researcher_id":null},{"affiliation":"Faculty of Technical Sciences, University of Novi Sad","name":"Svetlana Sabo","researcher_id":"R0786"}],"valueType":"array"},{"evidenceIds":["ev-81969d1b8172231acee560465b5bd9dc9ed8717aff9397d12dd7557590a5fff1"],"fieldHash":"55615f51c7784052153ba609172f66bed41388bdd40ac51b6422cffdf2a39f0f","purposes":["complete_registered_evidence_field"],"recordSha256":"b4a2ad4e8a0483cf707ac0b772dcf11e5b9393f289eb9fbd239b1fe1f39a58c4","source":{"derivedRecordId":false,"fieldPointer":"/authors/2/researcher_id","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8616},"recordId":"SYN-PUB-08616"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"R0786","valueType":"string"},{"evidenceIds":["ev-e2559644489c9e06488aa566cc9276c0c8389c46089392c498958a4925168109"],"fieldHash":"1736c74101f411011ee07e7cfc89d265862b83700af92b764679859c8b8d1dbc","purposes":["complete_registered_evidence_field"],"recordSha256":"e3c6d7c02f8aea6b6f303635daa91e827206692094cf07d1cda6652dd0e481d0","source":{"derivedRecordId":false,"fieldPointer":"/abstract","file":"data/publications.jsonl","locator":{"format":"jsonl","line1Based":8608},"recordId":"SYN-PUB-08608"},"sourceFileSha256":"25d8be510899a943cbed484ae7b7587ca81d538bbe736eff065e928b3b3c0019","value":"Optical devices assembled in factories at relative humidity levels of 30 %, 50 %, and 70 % were modelled and tested to quantify the long-term internal moisture level reached after hermetic sealing. 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E073 reports 38 vs 210 min cooling, 14 h earlier O₂ equilibration, lower Botrytis at day 8; C4 carries the same numbers and notes day-8 outcomes do not demonstrate day-14 performance. No overstated universal or deployment claim is present.","id":"F1","recheckQuestion":"Do the quoted numerical results in C2 and C4 remain identical to the values in E138 and E073?","scope":"run","severity":"advisory"},{"claimIds":["C3"],"code":"FILM_TRANSFER_BOUNDED","evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009"],"explanation":"C3 attributes the 12-film OTR/CO₂TR screening, finite-element permeation modelling and 55% mould reduction to E087, and E140 confirms R0976 is author 3 on that record. The draft's limitation notes that the tray was mixed-berry and that the film spec (OTR 3,800, CO₂TR 18,000) cannot be transferred to the company's 125 g rPET punnet without local verification. The inference is therefore properly bounded; it does not claim the company's punnet will achieve the same result.","id":"F2","recheckQuestion":"Does C3 avoid asserting transferability of the mixed-berry film specification to the 125 g rPET punnet beyond local verification?","scope":"claim","severity":"advisory"},{"claimIds":["C5"],"code":"MODEL_SCOPE_MISMATCH_BOUNDED","evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba"],"explanation":"C5's digital-twin figures (88% flagged, 9% false positives, four exporters, 240 consignments) match E040, and the Monte Carlo 91% coverage and 180 consignments match E064. E064 is on strawberry total aerobic count, and the draft says so in its limitation and notes that Botrytis-specific raspberry calibration is separate. This is honestly labelled and does not overstate the evidence as validated raspberry Botrytis prediction.","id":"F3","recheckQuestion":"Is the strawberry/aerobic-count basis of the Monte Carlo model disclosed and kept separate from Botrytis-specific prediction in the draft?","scope":"claim","severity":"advisory"},{"claimIds":["C6","C4"],"code":"CHAPTER_AND_PRECOOLING_SUPPORTED","evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef"],"explanation":"E055 is a book chapter covering gas mass balance, film permeability selection, tray geometry effects on headspace equilibration and a worked forced-air pre-cooling + MAP example for a mid-sized raspberry exporter; C6 reproduces this and correctly frames it as a methodological reference, not validation. The technicalRationale line linked to C4 ('links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis') stays within what E073 supports (hydrocooling free moisture promoting calyx decay) without claiming micro-condensation control is proven.","id":"F4","recheckQuestion":"Does the technicalRationale for C4 avoid claiming demonstrated micro-condensation control in the 125 g rPET punnet?","scope":"claim","severity":"advisory"},{"claimIds":["C8","C9","C10","C11"],"code":"SCOPE_AND_PARTICIPATION_APPROPRIATELY_BOUNDED","evidenceIds":["ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a"],"explanation":"The proposal sections correctly refuse to guarantee the customer's <1% day-14 target (C8, constraints, unknowns), describe a bounded film-specification/trial-design contribution grounded in the candidate's registered MAP/film/cold-chain work (C9, C10), and state the participation form as joint project and/or industrial PhD supervision consistent with E101/E015. C11's claim of prior work with three fruit exporters matches E015 verbatim, and the section correctly notes the exact engagement form is not specified. This meets the cooperation-support requirement with registered evidence of a concrete contribution to the core modelling gap, without implying unlimited availability, guaranteed success or completed deployment.","id":"F5","recheckQuestion":"Does the proposal continue to state the <1% day-14 outcome as the company's goal rather than a demonstrated result, and to confine the contribution to registered MAP/film/cold-chain competence?","scope":"run","severity":"advisory"}],"hash":"d754c4b0ffc7a81352a1d8dfbdba643389f58ba39fa2d6dfa3398175f846729e","id":"review_2c0877cb-fa7e-4ed9-84a6-4d4ff11e4a9b","runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","target":{"counterReportHash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","draftVersion":1,"evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1},"verdict":"approve","version":1},"admittedAt":"2026-10-31T15:39:15.515Z","cleanupState":"confirmed","createdAt":"2026-10-31T15:39:15.507Z","deadlineAt":"2026-10-31T15:42:15.515Z","input":{"challengeId":"C036-CH1","companyId":"C036","configVersion":"local-http-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","mode":"research","promptVersion":"einstein-business-pilot-v2","runId":"4f61dda1-5656-43ec-b84a-26aa80abd541"},"inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","lastSeq":150,"reviewExpectation":{"actor":{"agentId":"d8e13181-b960-4392-9153-ccbd10b03531","attempt":1,"contextId":"cbbe6c7d-6039-4c8b-8f2c-18df44373fed","role":"critic","taskId":"00dd42a6-f451-4767-b29f-232bf21604c7"},"reviewVersion":1,"target":{"counterReportHash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","draftVersion":1,"evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1}},"revisionCount":0,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","runnerMode":"live","status":"reviewing"}},"renderedDraft":"{\"challengeId\":\"C036-CH1\",\"claims\":[{\"evidenceIds\":[\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e\"],\"id\":\"C1\",\"kind\":\"fact\",\"limitations\":[\"Results are at lab/experimental scale under controlled 2 °C storage, not on commercial export consignments.\",\"Abstract-level report only; film OTR/CO₂TR of the tested films is not stated in the retrieved excerpt.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-06465\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-06465\"},{\"evidenceId\":\"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e\",\"fieldPointer\":\"/authors/2/researcher_id\",\"objectId\":\"SYN-PUB-06465\",\"relation\":\"author_of\",\"subjectId\":\"R0976\"}],\"text\":\"Peer-reviewed work attributed to this researcher evaluated MAP of Serbian-grown raspberries at 2 °C over 14 days across three gas compositions, monitoring firmness, colour, soluble solids, titratable acidity and visual mould incidence plus Botrytis cinerea counts.\"},{\"evidenceIds\":[\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e\"],\"id\":\"C2\",\"kind\":\"fact\",\"limitations\":[\"63% reduction is relative to control, so it does not imply sub-1% absolute mould incidence by day 14.\",\"Sensor panel marketability at day 10 falls short of the company's 14-day target.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-06465\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-06465\"},{\"evidenceId\":\"ev-d9eb0223f959026ad43439dfd0eda1b881e27b73264020314f11c14dccc3557e\",\"fieldPointer\":\"/authors/2/researcher_id\",\"objectId\":\"SYN-PUB-06465\",\"relation\":\"author_of\",\"subjectId\":\"R0976\"}],\"text\":\"The reported raspberry MAP study found that a 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% relative to an ambient-air control and maintained firmness above commercial thresholds for 12 days versus 6 days in air, with sensory marketability at day 10 under optimal MAP.\"},{\"evidenceIds\":[\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196\",\"ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009\"],\"id\":\"C3\",\"kind\":\"fact\",\"limitations\":[\"The tray was mixed-berry, not raspberry-only 125 g rPET punnet geometry.\",\"Film specification values are reported as study findings and cannot be transferred to the company's punnet without local verification.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10216\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10216\"},{\"evidenceId\":\"ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196\",\"fieldPointer\":\"/keywords\",\"objectId\":\"SYN-PUB-10216\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10216\"},{\"evidenceId\":\"ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009\",\"fieldPointer\":\"/authors/3/researcher_id\",\"objectId\":\"SYN-PUB-10216\",\"relation\":\"author_of\",\"subjectId\":\"R0976\"}],\"text\":\"Related work attributed to this researcher screened 12 commercial films differing in OTR and CO₂TR for mixed-berry trays at 2 °C and used finite-element gas-permeation modelling to confirm headspace trends and predict equilibrium under alternative fill weights; one film (OTR 3,800, CO₂TR 18,000 cm³/m²/day) kept headspace within acceptable ranges for three species and cut mould incidence 55% versus a polyethylene control.\"},{\"evidenceIds\":[\"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef\",\"ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109\"],\"id\":\"C4\",\"kind\":\"fact\",\"limitations\":[\"Findings concern pre-cooling protocols at 2 °C experimental scale; applicability to the company's packing-house line is unverified.\",\"Day-8 outcomes do not demonstrate day-14 performance.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10214\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10214\"},{\"evidenceId\":\"ev-ec74851f830c1426a8046403b416b6ad773dc75d55c9f4bd8bf4620390cfa109\",\"fieldPointer\":\"/authors/3/researcher_id\",\"objectId\":\"SYN-PUB-10214\",\"relation\":\"author_of\",\"subjectId\":\"R0976\"}],\"text\":\"The researcher's raspberry MAP study also examined pre-cooling before sealing: forced-air cooling reached target core temperature in 38 minutes versus 210 minutes for room cooling, gave 14 hours earlier headspace O₂ equilibration, and was linked to significantly lower Botrytis incidence and better firmness at day 8; hydrocooling produced excess free moisture and calyx decay.\"},{\"evidenceIds\":[\"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2\",\"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a\",\"ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387\",\"ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba\"],\"id\":\"C5\",\"kind\":\"fact\",\"limitations\":[\"The stochastic framework is demonstrated on strawberries and total aerobic count; Botrytis-specific calibration on raspberries is separate.\",\"Modelling addresses prediction and prioritisation, not film selection by itself.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10213\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10213\"},{\"evidenceId\":\"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10215\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10215\"},{\"evidenceId\":\"ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387\",\"fieldPointer\":\"/authors/2/researcher_id\",\"objectId\":\"SYN-PUB-10213\",\"relation\":\"author_of\",\"subjectId\":\"R0976\"},{\"evidenceId\":\"ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba\",\"fieldPointer\":\"/authors/3/researcher_id\",\"objectId\":\"SYN-PUB-10215\",\"relation\":\"author_of\",\"subjectId\":\"R0976\"}],\"text\":\"Attributed work translates cold-chain data into shelf-life prediction: a 12-month digital-twin pilot on Serbian berry consignments flagged 88% of consignments later showing elevated spoilage with 9% false positives, and a Monte Carlo stochastic model propagating temperature variability from 180 monitored consignments covered 91% of observed outcomes, identifying mean transport temperature and door-opening frequency as the dominant variance drivers.\"},{\"evidenceIds\":[\"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a\",\"ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7\"],\"id\":\"C6\",\"kind\":\"fact\",\"limitations\":[\"A textbook chapter is a methodological reference, not validation for FreshPak's specific punnet.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10217\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10217\"},{\"evidenceId\":\"ev-52066555914095676adbf7b7fb00fd86afe63e1753db1826ccd199acc30418d7\",\"fieldPointer\":\"/authors/2/researcher_id\",\"objectId\":\"SYN-PUB-10217\",\"relation\":\"author_of\",\"subjectId\":\"R0976\"}],\"text\":\"A book chapter attributed to this researcher covers gas mass-balance modelling, film permeability selection, tray-geometry effects on headspace equilibration, and linkage of predictive microbiology to temperature-monitoring data, with a worked example of a forced-air pre-cooling and MAP line for a mid-sized raspberry exporter.\"},{\"evidenceIds\":[\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2\",\"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a\",\"ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345\"],\"id\":\"C7\",\"kind\":\"inference\",\"limitations\":[\"No retrieved evidence shows work on heat-sealed anti-fog lidding film on 125 g rPET shells or on micro-condensation control specifically.\",\"Semantic support of evidence for this challenge is unassessed; fit is inferred from abstract-level content.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-06465\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-06465\"},{\"evidenceId\":\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10216\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10216\"},{\"evidenceId\":\"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10213\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10213\"},{\"evidenceId\":\"ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10215\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10215\"},{\"evidenceId\":\"ev-1ec051b879775ad9339348cc4d2d35131a7d016e92ba166f47f41c85286e4345\",\"fieldPointer\":\"/keywords\",\"objectId\":\"R0976\",\"relation\":\"profile_field\",\"subjectId\":\"R0976\"}],\"text\":\"The combination of raspberry-specific MAP gas-mix results, film OTR/CO₂TR screening with permeation modelling, and temperature-driven Botrytis prediction plausibly covers the modelling gap FreshPak describes: converting measured OTR/CO₂TR and headspace data into a film specification for its 125 g rPET punnet at 2–4 °C.\"},{\"evidenceIds\":[\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230\"],\"id\":\"C8\",\"kind\":\"inference\",\"limitations\":[\"The company's own two-season logs and two failed film grades are unexamined here; data quality is unknown.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10216\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10216\"},{\"evidenceId\":\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-06465\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-06465\"},{\"evidenceId\":\"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10218\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10218\"}],\"text\":\"Because the identified evidence is experimental and modelling-based rather than a validated commercial 14-day packing-house protocol, the realistic contribution is a bounded film-specification and trial-design study, not a guaranteed one-percent mould outcome.\"},{\"evidenceIds\":[\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2\",\"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a\"],\"id\":\"C9\",\"kind\":\"proposal\",\"limitations\":[\"Film candidates, data formats and lab-turnaround capacity must be confirmed with FreshPak.\",\"Any timeline or number of candidate films is an assumption to agree, not a source fact.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10216\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10216\"},{\"evidenceId\":\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-06465\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-06465\"},{\"evidenceId\":\"ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10213\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10213\"},{\"evidenceId\":\"ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10217\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10217\"}],\"text\":\"Proposed pilot contribution: use FreshPak's OTR/CO₂TR and headspace measurements plus its two seasons of temperature, humidity and inspection data to (1) estimate raspberry respiration-driven target atmosphere at 2–4 °C, (2) rank a small set of candidate lidding films by modelled steady-state headspace and Botrytis risk, and (3) co-design a compact simulated-transit trial matrix.\"},{\"evidenceIds\":[\"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef\",\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\"],\"id\":\"C10\",\"kind\":\"proposal\",\"limitations\":[\"Thresholds, replicates and consignment counts are proposals requiring agreement; the <1% day-14 target is the company's stated goal, not a demonstrated result.\",\"Budget limits preclude a large external programme, so replicate counts may be constrained.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10214\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10214\"},{\"evidenceId\":\"ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10216\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10216\"},{\"evidenceId\":\"ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-06465\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-06465\"}],\"text\":\"Suggested milestones and go/no-go logic: baseline the current film and seal setting in simulated transit (mould incidence at day 9 and 14); measure headspace O₂/CO₂ and respiration for 1–3 proposed films; compare observed headspace against model predictions; proceed to a pre-season consignment check only if the best candidate meets an agreed mould-incidence and headspace-target threshold; otherwise revise the film or add pre-cooling/condensation measures.\"},{\"evidenceIds\":[\"ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492\",\"ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0\"],\"id\":\"C11\",\"kind\":\"fact\",\"limitations\":[\"No restriction blocks this topic, but the exact form of engagement (sponsored project, PhD co-supervision, consultancy terms) is not specified.\",\"Profile-level industry experience is self-described and not independently detailed in evidence.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492\",\"fieldPointer\":\"/open_to\",\"objectId\":\"R0976\",\"relation\":\"profile_field\",\"subjectId\":\"R0976\"},{\"evidenceId\":\"ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0\",\"fieldPointer\":\"/industry_experience\",\"objectId\":\"R0976\",\"relation\":\"profile_field\",\"subjectId\":\"R0976\"}],\"text\":\"Participation conditions recorded on the profile are industrial PhD supervision and joint projects, and the profile states prior work with three fruit exporters on packaging trials.\"},{\"evidenceIds\":[\"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef\",\"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230\"],\"id\":\"C12\",\"kind\":\"inference\",\"limitations\":[\"These questions follow from source content as gaps, not from experimental data on FreshPak's product.\"],\"researcherId\":\"R0976\",\"sourceBindings\":[{\"evidenceId\":\"ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10214\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10214\"},{\"evidenceId\":\"ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230\",\"fieldPointer\":\"/abstract\",\"objectId\":\"SYN-PUB-10218\",\"relation\":\"source_field\",\"subjectId\":\"SYN-PUB-10218\"}],\"text\":\"Unresolved questions include whether the visible mould arises from field inoculum, pre-cooling delay, condensation, or atmosphere imbalance; how seal integrity and anti-fog film behaviour interact with micro-condensation on this rPET shell; and whether simulated transit will reproduce the real German/Netherlands destination outcomes.\"}],\"draftHash\":\"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8\",\"evidenceSnapshotHash\":\"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c\",\"inputHash\":\"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0\",\"pair\":{\"companyId\":\"C036\",\"researcherId\":\"R0976\"},\"poolHash\":\"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57\",\"poolVersion\":1,\"runId\":\"4f61dda1-5656-43ec-b84a-26aa80abd541\",\"sections\":{\"constraints\":[{\"claimIds\":[\"C9\",\"C11\"],\"text\":\"Required inputs from FreshPak: the two current film grades and their measured OTR/CO₂TR, standard punnet geometry and fill weight, seal pressure range, two seasons of temperature/humidity logs and destination inspection reports, and lab time for headspace and seal testing. Engagement is limited to the researcher's lab and part-time involvement; no large external testing programme can be assumed given the stated budget.\"},{\"claimIds\":[\"C7\",\"C8\"],\"text\":\"What remains outside the supported scope: heat-seal and anti-fog film behaviour, micro-condensation control in the 125 g rPET shell, compostable-material migration, and full commercial deployment or a contractual one-percent mould guarantee.\"}],\"cooperationScope\":[{\"claimIds\":[\"C9\",\"C10\"],\"text\":\"Scope: a film-specification and trial-design project using FreshPak's lab (OTR/CO₂TR, headspace gas, seal strength) and historic shipment data, with milestones (a) translation of logs into a temperature/humidity profile, (b) modelled headspace and Botrytis risk ranking for a short candidate film list, (c) simulated-transit trial protocol and its execution, (d) pre-season consignment check.\"},{\"claimIds\":[\"C11\"],\"text\":\"Engagement form to agree: joint project and/or industrial PhD co-supervision, consistent with the researcher's stated openness.\"}],\"summary\":[{\"claimIds\":[\"C1\",\"C3\",\"C7\",\"C8\"],\"text\":\"Dr. Jelena Marković (R0976) is a strong partial match for C036-CH1: her attributed work covers raspberry MAP gas composition for Serbian export, film OTR/CO₂TR screening with permeation modelling, pre-cooling effects on Botrytis, and temperature-driven shelf-life prediction on real Serbian consignments. This addresses the modelling gap and the film-specification translation the company lacks, but it does not by itself guarantee <1% mould at day 14; a bounded trial is the appropriate next step.\"}],\"technicalRationale\":[{\"claimIds\":[\"C1\",\"C2\"],\"text\":\"Raspberry-specific evidence: a 5% O₂/15% CO₂ atmosphere cut Botrytis incidence 63% versus air and held firmness for 12 days at 2 °C, giving a defensible starting point for atmosphere targets.\"},{\"claimIds\":[\"C3\",\"C6\"],\"text\":\"Film specification capability: 12-film OTR/CO₂TR screening with finite-element gas-permeation modelling shows a method to convert measured permeability and headspace data into a candidate specification, matching the company's stated need to translate OTR/CO₂TR numbers into a film grade.\"},{\"claimIds\":[\"C4\"],\"text\":\"Condensation and pre-cooling: evidence on forced-air versus room cooling and hydrocooling links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis.\"},{\"claimIds\":[\"C5\"],\"text\":\"Cold-chain data use: existing work ingesting temperature/humidity streams into Botrytis-relevant prediction models indicates usable methodology for FreshPak's two seasons of logs and destination inspection reports.\"}],\"unknowns\":[{\"claimIds\":[\"C12\",\"C8\"],\"text\":\"Open questions: which factor dominates visible mould (field inoculum, pre-cooling delay, condensation, atmosphere imbalance); how anti-fog chemistry and seal integrity interact with condensation; whether simulated transit reproduces German/Netherlands destination outcomes; and whether any candidate film can reach <1% at day 14 within budget.\"}],\"validation\":[{\"claimIds\":[\"C10\",\"C2\",\"C3\",\"C4\"],\"text\":\"Baseline: current lidding film and seal pressure run in the simulated-transit protocol, recording visible Botrytis incidence at days 9 and 14 and headspace O₂/CO₂. Candidate films are measured the same way, with model-predicted versus observed equilibrium gas composition compared per film and fill weight. Go/no-go: advance to the pre-season consignment check only if the best candidate reaches the agreed mould-incidence threshold and its observed headspace trend is consistent with the model; otherwise revise film, seal setting or pre-cooling before the season deadline.\"}]},\"version\":1}\n","renderedHash":"eb9330faf5bbc36f86c6eccf5ebee51a9c73168563e88c0303e52b9c6b7fef73","runnerMode":"live"},"record":{"acceptedReview":{"findings":[{"claimIds":["C2","C4"],"code":"BOUNDED_SIZE_EFFECT_OK","evidenceIds":["ev-bda147b677efa8d3addea7535a4f6e5672ef9276bf4c3510a31acbab5cb6ffcf","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef"],"explanation":"The draft's quantitative summaries match the original abstracts: E138 states the 5% O₂/15% CO₂ atmosphere reduced Botrytis incidence by 63% vs control, firmness above threshold 12 days vs 6 days, and marketability at day 10; C2 reports these figures and explicitly limits them ('relative to control, does not imply sub-1% absolute', 'sensory panel day 10 falls short of 14-day target'). E073 reports 38 vs 210 min cooling, 14 h earlier O₂ equilibration, lower Botrytis at day 8; C4 carries the same numbers and notes day-8 outcomes do not demonstrate day-14 performance. No overstated universal or deployment claim is present.","id":"F1","recheckQuestion":"Do the quoted numerical results in C2 and C4 remain identical to the values in E138 and E073?","scope":"run","severity":"advisory"},{"claimIds":["C3"],"code":"FILM_TRANSFER_BOUNDED","evidenceIds":["ev-80eca36a544ce3fe1b178ebcaad01fce2fd20b2d7b849a79980c3340d72dda3d","ev-a41defb14c938608bcaf3fb079bd01e534f81ec53c74f4c5cff89c186c70c196","ev-beb656c1e3b9e50b412637677df85c860d6d41f10f11561580ac314d9dd7d009"],"explanation":"C3 attributes the 12-film OTR/CO₂TR screening, finite-element permeation modelling and 55% mould reduction to E087, and E140 confirms R0976 is author 3 on that record. The draft's limitation notes that the tray was mixed-berry and that the film spec (OTR 3,800, CO₂TR 18,000) cannot be transferred to the company's 125 g rPET punnet without local verification. The inference is therefore properly bounded; it does not claim the company's punnet will achieve the same result.","id":"F2","recheckQuestion":"Does C3 avoid asserting transferability of the mixed-berry film specification to the 125 g rPET punnet beyond local verification?","scope":"claim","severity":"advisory"},{"claimIds":["C5"],"code":"MODEL_SCOPE_MISMATCH_BOUNDED","evidenceIds":["ev-3494271a8665eb49e6b1619562714f7faec2d6155a41e9632051e6d3c50db4d2","ev-56865f93b4c1121fda88c2f3b372983e9c06f23af354f1eeb240af97cc900b6a","ev-9ee6767af448386d19bccb85108bf5b5decab35c3dcb09d1a1874682abaec387","ev-2edf60541dc8e19f0c9f37c2f3471e784657dd66ec8a31d8598cc5d4bb6fdfba"],"explanation":"C5's digital-twin figures (88% flagged, 9% false positives, four exporters, 240 consignments) match E040, and the Monte Carlo 91% coverage and 180 consignments match E064. E064 is on strawberry total aerobic count, and the draft says so in its limitation and notes that Botrytis-specific raspberry calibration is separate. This is honestly labelled and does not overstate the evidence as validated raspberry Botrytis prediction.","id":"F3","recheckQuestion":"Is the strawberry/aerobic-count basis of the Monte Carlo model disclosed and kept separate from Botrytis-specific prediction in the draft?","scope":"claim","severity":"advisory"},{"claimIds":["C6","C4"],"code":"CHAPTER_AND_PRECOOLING_SUPPORTED","evidenceIds":["ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a","ev-6b334ba93cd690401948064f998e6dbdbfb51c69944fe6382520f626101543ef"],"explanation":"E055 is a book chapter covering gas mass balance, film permeability selection, tray geometry effects on headspace equilibration and a worked forced-air pre-cooling + MAP example for a mid-sized raspberry exporter; C6 reproduces this and correctly frames it as a methodological reference, not validation. The technicalRationale line linked to C4 ('links equilibration speed and free moisture to Botrytis incidence, relevant to the company's micro-condensation hypothesis') stays within what E073 supports (hydrocooling free moisture promoting calyx decay) without claiming micro-condensation control is proven.","id":"F4","recheckQuestion":"Does the technicalRationale for C4 avoid claiming demonstrated micro-condensation control in the 125 g rPET punnet?","scope":"claim","severity":"advisory"},{"claimIds":["C8","C9","C10","C11"],"code":"SCOPE_AND_PARTICIPATION_APPROPRIATELY_BOUNDED","evidenceIds":["ev-96b8969c395c9216a3f367b33f3e76adde7079b1082f4e40f8d62a3618108492","ev-1dc8d54eaa6a86588bdaa7d6ce85f0c5cf53b38ea41939d332a4603a6325a7f0","ev-b5793075e08d411021b1ea6e7fd4631495e8ad26f55e34b44f53fc2afa0ee230","ev-4b3b56deb17fdff8a2c416e981826a6ce06e244e7b45fe0e80cbb3085670ca1a"],"explanation":"The proposal sections correctly refuse to guarantee the customer's <1% day-14 target (C8, constraints, unknowns), describe a bounded film-specification/trial-design contribution grounded in the candidate's registered MAP/film/cold-chain work (C9, C10), and state the participation form as joint project and/or industrial PhD supervision consistent with E101/E015. C11's claim of prior work with three fruit exporters matches E015 verbatim, and the section correctly notes the exact engagement form is not specified. This meets the cooperation-support requirement with registered evidence of a concrete contribution to the core modelling gap, without implying unlimited availability, guaranteed success or completed deployment.","id":"F5","recheckQuestion":"Does the proposal continue to state the <1% day-14 outcome as the company's goal rather than a demonstrated result, and to confine the contribution to registered MAP/film/cold-chain competence?","scope":"run","severity":"advisory"}],"hash":"d754c4b0ffc7a81352a1d8dfbdba643389f58ba39fa2d6dfa3398175f846729e","id":"review_2c0877cb-fa7e-4ed9-84a6-4d4ff11e4a9b","runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","target":{"counterReportHash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","draftVersion":1,"evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1},"verdict":"approve","version":1},"admittedAt":"2026-10-31T15:39:15.515Z","cleanupState":"confirmed","createdAt":"2026-10-31T15:39:15.507Z","deadlineAt":"2026-10-31T15:42:15.515Z","input":{"challengeId":"C036-CH1","companyId":"C036","configVersion":"local-http-v1","datasetCommit":"4fb99b3749adf0d10b5977089ff4c73f4f522240","mode":"research","promptVersion":"einstein-business-pilot-v2","runId":"4f61dda1-5656-43ec-b84a-26aa80abd541"},"inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","lastSeq":150,"publishedDraftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","reviewExpectation":{"actor":{"agentId":"d8e13181-b960-4392-9153-ccbd10b03531","attempt":1,"contextId":"cbbe6c7d-6039-4c8b-8f2c-18df44373fed","role":"critic","taskId":"00dd42a6-f451-4767-b29f-232bf21604c7"},"reviewVersion":1,"target":{"counterReportHash":"15c874cbb7b89e47ba68038cfd3c5d7864e43d3f6577d0a4755e9a911d6dd36f","draftHash":"cf53da6569bc39175fed174fd7b4616468cb560d8d8509879d692a0e913b7cd8","draftVersion":1,"evidenceSnapshotHash":"80b36017d79166d4d2f9440bad60625728a5f715f879adb910a04befcf30f96c","inputHash":"fdcd515ed080472d4ed73bb373c14675c3c2635013d7df58f0ac0cb0624e07c0","poolHash":"593513b5144a7d896b1bab903cc94af204ae3b28c7dadf20dfd1decf9bbebb57","poolVersion":1}},"revisionCount":0,"runId":"4f61dda1-5656-43ec-b84a-26aa80abd541","runnerMode":"live","status":"approved"},"schemaVersion":1}}