{"id":"W4286500560","doi":"10.3390/jcs6070216","title":"Characterization of Caseinate–Carboxymethyl Chitosan-Based Edible Films Formulated with and without Transglutaminase Enzyme","year":2022,"lang":"en","type":"article","venue":"Journal of Composites Science","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tissue transglutaminase; Chitosan; Solubility; Composite number; Materials science; Microstructure; Aqueous medium; Composite film; Chemical engineering; Aqueous solution; Composite material; Chemistry; Nuclear chemistry; Enzyme; Organic chemistry","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":[0.0002325704,0.0004003906,0.0002136201,0.0003192146,0.0001154676,0.0002408499,0.0001849224,0.0003277099,0.0004581085],"category_scores_gemma":[0.0002862997,0.00014713,0.0002512637,0.0003038846,0.0001587099,0.0002883446,0.00009612615,0.0003961414,0.00008783841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737789,"about_ca_system_score_gemma":0.0001019172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000810453,"about_ca_topic_score_gemma":0.001395789,"domain_scores_codex":[0.9998816,0.00001182409,0.00001318426,0.00003081125,0.00004351768,0.00001897198],"domain_scores_gemma":[0.9997718,0.00005071662,0.00006950656,0.00001085307,0.0000671494,0.00003007997],"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":[0.00001749262,0.000005702076,0.00003856384,0.00002732005,0.000001973838,0.00001914695,0.000008228265,0.00001739503,0.99951,0.000008490138,0.000003099807,0.0003424281],"study_design_scores_gemma":[0.000003283845,0.0001113804,0.002078953,0.00000434455,0.00001484238,0.00004586325,0.00001522625,0.0002801889,0.9970363,0.000005452207,0.0003999687,0.000004009875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991769,0.001853001,0.005021922,0.00003356776,0.00002967754,0.000041983,0.0002445706,0.00003628803,0.0009700204],"genre_scores_gemma":[0.9855981,0.001316294,0.01054728,0.00004532819,0.00001012165,0.0000649531,0.0004479651,0.00003254909,0.001937277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000810453,"threshold_uncertainty_score":0.001611471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008093358423617247,"score_gpt":0.2314501025571248,"score_spread":0.2233567441335075,"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."}}