{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001689266,0.0003701129,0.0004907513,0.0006850347,0.00001988916,0.0002247076,0.0003348895,0.0002361658,0.007064689],"category_scores_gemma":[0.00001406957,0.0003210895,0.00008470201,0.0003034898,0.00006664616,0.0001100352,0.0001796354,0.0002749133,0.007957799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252054,"about_ca_system_score_gemma":0.00005460183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005828926,"about_ca_topic_score_gemma":0.0005482654,"domain_scores_codex":[0.9981825,0.00008986819,0.0002840887,0.0006895345,0.0003007361,0.0004533115],"domain_scores_gemma":[0.9993159,0.00005014988,0.0001466843,0.000393446,0.00001565191,0.00007819134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001328634,0.00005141681,0.00002756202,0.0009743362,0.00009910483,0.0001206308,0.0006992873,0.000005553038,0.05223832,0.006198285,0.9392641,0.0003081714],"study_design_scores_gemma":[0.0004449345,0.0001527037,0.00002657022,0.006613031,0.00007152746,0.00004604962,0.001324235,0.00005095352,0.0639891,0.0004430899,0.9256842,0.001153592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006687654,0.003241702,0.00008393208,0.00004220851,0.002737719,0.0006255518,0.0006993975,0.0008818923,0.9910188],"genre_scores_gemma":[0.04510179,0.00002860082,0.0005735554,0.00004133287,0.0005963187,0.0001369467,0.0000588906,0.0009428723,0.9525197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04443302,"threshold_uncertainty_score":0.9999241,"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."}}