{"id":"W4416774429","doi":"10.1016/b978-0-443-24738-5.00021-5","title":"Use of Pulses or Other Proteins as Edible Packaging Films","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Composite number; Emulsion; Food packaging; Biodegradable polymer; Variety (cybernetics)","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":[0.0001408828,0.0007248326,0.0002132382,0.0004147957,0.0002042232,0.0007914693,0.0004543947,0.0005375189,0.006119181],"category_scores_gemma":[0.00007173791,0.0002860888,0.0002594079,0.0003882465,0.0002582904,0.001212936,0.0003372536,0.0007385813,0.002397806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276529,"about_ca_system_score_gemma":0.00008903371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001702301,"about_ca_topic_score_gemma":0.0003535014,"domain_scores_codex":[0.9999372,0.000005650794,0.000002869837,0.00002051838,0.00002610786,0.000007725487],"domain_scores_gemma":[0.9999672,0.00001463543,0.000004366797,0.000004475599,0.000005900298,0.000003477857],"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":[0.00006331183,0.00008055129,0.00006040831,0.0008682002,0.00001163251,0.0003825305,0.0002165559,0.0001757472,0.8296827,0.008601574,0.003493532,0.1563633],"study_design_scores_gemma":[0.000005866754,0.0002074441,0.0005084368,0.0001430463,0.00002500966,0.001122019,0.00006834265,0.0004404806,0.7084791,0.001653756,0.2873339,0.00001253048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1299605,0.2178126,0.07981244,0.0008475534,0.001943076,0.0001640885,0.0003459644,0.001077088,0.5680367],"genre_scores_gemma":[0.1827671,0.1202981,0.03223483,0.0007795347,0.0002476118,0.00007673119,0.000318155,0.0003851521,0.6628928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006119181,"threshold_uncertainty_score":0.02047074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058570023496688,"score_gpt":0.2646590221227167,"score_spread":0.2340733218877499,"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."}}