{"id":"W4402910677","doi":"10.1002/9781394189595.ch2","title":"Additives in Active Food Packaging Systems","year":2024,"lang":"en","type":"other","venue":"","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Active packaging; Food packaging; Food science; Business; Biochemical engineering; Computer science; Chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000306918,0.0008241911,0.0002482469,0.0006937932,0.000381039,0.0009494803,0.0007662972,0.0009168836,0.00658143],"category_scores_gemma":[0.000399219,0.000339355,0.0001957163,0.0004042955,0.0002081066,0.001544834,0.0005618291,0.0006455988,0.003722764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471681,"about_ca_system_score_gemma":0.0001685026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001869443,"about_ca_topic_score_gemma":0.000276507,"domain_scores_codex":[0.9997076,0.00003047871,0.00002322133,0.00006848678,0.000143256,0.00002682659],"domain_scores_gemma":[0.99984,0.00002809676,0.00003876735,0.00001954934,0.0000585699,0.00001501466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002035228,0.0002271032,0.0005741392,0.003176958,0.00003057347,0.0007572046,0.0001677153,0.001439885,0.7537767,0.02340644,0.008540634,0.2076991],"study_design_scores_gemma":[0.00001763217,0.0003826157,0.0005748526,0.000274343,0.00005051666,0.0006604289,0.00005721303,0.002711252,0.6317168,0.002217955,0.3613112,0.00002512493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3498402,0.1149498,0.1831817,0.002555919,0.004855796,0.001236789,0.001518578,0.004391185,0.3374701],"genre_scores_gemma":[0.7003648,0.03790798,0.112251,0.001482102,0.0006717544,0.0005490102,0.001349388,0.0004983511,0.1449255],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00658143,"threshold_uncertainty_score":0.02201706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204991891736583,"score_gpt":0.2457290579186835,"score_spread":0.2336791390013176,"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."}}