{"id":"W2802137142","doi":"","title":"Twin-Screw Extrusion for the Production of Lipid Complexed Pea Starch as a Functional Food Ingredient","year":2018,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Food composition and properties","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ingredient; Extrusion; Food science; Starch; Functional food; Chemistry; Materials science; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001482439,0.0002981097,0.0003056588,0.0002265528,0.0005560124,0.00005551688,0.0003439371,0.0002074237,0.01918002],"category_scores_gemma":[0.000045592,0.0002548707,0.0002363332,0.0003824297,0.0001343848,0.0001864729,0.00007151506,0.0002645376,0.00004013029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775475,"about_ca_system_score_gemma":0.00009518739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009046034,"about_ca_topic_score_gemma":0.0007934909,"domain_scores_codex":[0.9984288,0.0001278986,0.0002832424,0.0004803032,0.0004059951,0.000273712],"domain_scores_gemma":[0.9986328,0.0001083048,0.0003273914,0.0003195817,0.0005456544,0.00006620491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.09894899,0.000579672,0.0001800408,0.002054238,0.0009260824,0.000004729979,0.01510446,0.0002376229,0.02425138,0.002161894,0.0288093,0.8267416],"study_design_scores_gemma":[0.001097225,0.004954412,0.0008918812,0.0005749097,0.0003129339,0.000008350968,0.01123852,0.0002572899,0.01981346,0.0001992483,0.9602723,0.0003794806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.476353,0.001392656,0.0007036343,0.002966958,0.02740958,0.005215866,0.0002530706,0.0004315858,0.4852737],"genre_scores_gemma":[0.5943553,0.00003154839,0.000935537,0.0001792456,0.001429397,0.00001609447,0.0008188005,0.0000903235,0.4021437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.931463,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03658352314484865,"score_gpt":0.2348198031828475,"score_spread":0.1982362800379989,"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."}}