{"id":"W4415713062","doi":"10.1016/j.cesys.2025.100360","title":"Life cycle assessment of poly (butylene adipate-co-terephthalate) (PBAT)-talc Ontario agri-film","year":2025,"lang":"en","type":"article","venue":"Cleaner Environmental Systems","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Life-cycle assessment; Sustainability; Greenhouse gas; Environmental impact assessment; Agriculture; Greenhouse; Ecotoxicity; Carbon footprint","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004071117,0.0003284132,0.0005649179,0.00009604192,0.0002167517,0.0001184109,0.0004603636,0.0001705133,0.002457305],"category_scores_gemma":[0.000009460484,0.0002632917,0.0001544674,0.00007788636,0.0002536117,0.0002225971,0.0001957553,0.0001620646,0.000315509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000385536,"about_ca_system_score_gemma":0.0001514512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02242739,"about_ca_topic_score_gemma":0.0003701239,"domain_scores_codex":[0.9975326,0.0002126768,0.0007520355,0.0005544497,0.000487427,0.0004607961],"domain_scores_gemma":[0.9987763,0.0000633125,0.0002737422,0.0006683508,0.000007325227,0.0002109298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001176941,0.0006360505,0.1041665,0.0003019824,0.0001836904,0.00001954618,0.0008833372,0.0003132503,0.8836739,0.0003540912,0.001660844,0.007689133],"study_design_scores_gemma":[0.0009792534,0.0002815475,0.1449057,0.000392679,0.0001438975,0.00003349476,0.001876161,0.001334393,0.8180342,0.00002581339,0.03127277,0.0007200703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729249,0.007554717,0.0001179102,0.0001043797,0.001062779,0.0003452045,0.0001191629,0.00006125701,0.01770962],"genre_scores_gemma":[0.9893509,0.00005584236,0.0001542667,0.0001434617,0.00007436558,0.00006877048,0.00003121817,0.00003021729,0.01009099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0656397,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403603359006142,"score_gpt":0.2293951485874626,"score_spread":0.2153591149974012,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}