{"id":"W4401827943","doi":"10.1111/1750-3841.17320","title":"Enhancing vitamin A stability using saponin–chitosan polyelectrolytes coating: Optimization, characterization, and controlled release","year":2024,"lang":"en","type":"article","venue":"Journal of Food Science","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Polyelectrolyte; Chitosan; Chemistry; Coating; Saponin; Chemical engineering; Biochemistry; Polymer; Organic chemistry; Medicine","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":[0.0003287237,0.0004758191,0.0003408637,0.0003123411,0.0001427447,0.0003240115,0.000166017,0.0003933805,0.0002528151],"category_scores_gemma":[0.0003046998,0.0001452257,0.0003328196,0.0002264389,0.0002311322,0.0003473029,0.0001469473,0.0003200471,0.00009351652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718004,"about_ca_system_score_gemma":0.0002125776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005818063,"about_ca_topic_score_gemma":0.001274845,"domain_scores_codex":[0.9998293,0.00003022272,0.00002440248,0.00004302656,0.00005529886,0.00001772417],"domain_scores_gemma":[0.9998327,0.00005276592,0.00005108072,0.00001421566,0.00003454364,0.00001450134],"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":[0.00001248252,0.000007572217,0.00004951338,0.00002616188,0.000002786011,0.000009305631,0.000003185262,0.00005009407,0.9989979,0.000008449208,0.00000165212,0.0008310342],"study_design_scores_gemma":[0.000001900482,0.00009146595,0.0004896254,0.000001311138,0.000007079439,0.00002932849,0.000003437667,0.0004849055,0.998732,0.000005536699,0.0001508801,0.000002518689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981991,0.001704157,0.01566084,0.00004904602,0.000015499,0.00007191184,0.00006694539,0.00005781763,0.0003827765],"genre_scores_gemma":[0.9720811,0.001404998,0.02546751,0.00002809248,0.000007743466,0.0000431928,0.00008905848,0.00002109985,0.0008571249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005818063,"threshold_uncertainty_score":0.00197202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150843661875567,"score_gpt":0.240539730025989,"score_spread":0.2190312934072333,"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."}}