{"id":"W4311532781","doi":"10.3390/molecules27238509","title":"Optimization of Wall Material of Freeze-Dried High-Bioactive Microcapsules with Yellow Onion Rejects Using Simplex Centroid Mixture Design Approach Based on Whey Protein Isolate, Pectin, and Sodium Caseinate as Incorporated Variables","year":2022,"lang":"en","type":"article","venue":"Molecules","topic":"Microencapsulation and Drying Processes","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Whey protein isolate; Pectin; Chemistry; DPPH; Whey protein; Flavonoid; Sodium Caseinate; Aspergillus niger; Quercetin; Chitosan; Food science; Chromatography; Antioxidant; 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":[0.0004719963,0.0006879305,0.0005611511,0.0004825164,0.0001149964,0.0006678391,0.0004933242,0.0004240426,0.0005273327],"category_scores_gemma":[0.000399117,0.0002862443,0.0006774066,0.0002665394,0.00019311,0.0002401018,0.0003956125,0.0003207995,0.0001293666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004501778,"about_ca_system_score_gemma":0.000440297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006773892,"about_ca_topic_score_gemma":0.001161909,"domain_scores_codex":[0.9997699,0.00004124986,0.00001659872,0.00005172737,0.00008873922,0.00003184777],"domain_scores_gemma":[0.9998569,0.00003611736,0.00005017546,0.000006687006,0.0000335204,0.00001650882],"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":[0.0003946977,0.0002466629,0.0008300374,0.0005250333,0.00007318379,0.00007687815,0.00005053171,0.1089814,0.8651743,0.001063595,0.00008493225,0.02249881],"study_design_scores_gemma":[0.00009912796,0.00262424,0.002514732,0.00002913656,0.0001836832,0.00007999846,0.000070215,0.3689632,0.6221441,0.00029443,0.002950359,0.00004663066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8327124,0.001301523,0.1627719,0.000046234,0.00004356346,0.0002531158,0.0001567428,0.0001302037,0.002584339],"genre_scores_gemma":[0.8690636,0.000865018,0.1275155,0.00002808595,0.000006153829,0.0005276822,0.0002038873,0.00003846991,0.001751527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006879305,"threshold_uncertainty_score":0.003266275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320016436213505,"score_gpt":0.1877007257496581,"score_spread":0.174500561387523,"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."}}