{"id":"W7115808733","doi":"","title":"Twin-Screw Extrusion for 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":"Extrusion; Ingredient; Differential scanning calorimetry; Starch; Digestion (alchemy); Resistant starch; Iodine value; Functional food; Maize starch","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004808714,0.0004466746,0.0004011048,0.0004339331,0.0002055528,0.0004402242,0.0004480844,0.0003526497,0.002221014],"category_scores_gemma":[0.0003055565,0.0002761742,0.000539573,0.0006396839,0.0001646225,0.0005373855,0.0002990604,0.0006688187,0.0009563891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581651,"about_ca_system_score_gemma":0.0002877284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008669651,"about_ca_topic_score_gemma":0.002003561,"domain_scores_codex":[0.9995666,0.00002761422,0.00004247732,0.00009953391,0.0002361423,0.00002760727],"domain_scores_gemma":[0.9998502,0.00002276336,0.00004818842,0.00002155041,0.00004639715,0.00001097616],"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":[0.00008894584,0.00002784681,0.0002183206,0.0001101395,0.000008181266,0.00009760335,0.00003167463,0.0001076792,0.9908378,0.000222057,0.00009170848,0.008158091],"study_design_scores_gemma":[0.00001727363,0.0003912162,0.003968023,0.00001710531,0.00003365684,0.0003104181,0.00002708794,0.00128854,0.9800005,0.00004131395,0.01389176,0.00001313911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8611667,0.004420625,0.1245212,0.0001500786,0.0002064897,0.0003955284,0.001158273,0.0009614829,0.00701964],"genre_scores_gemma":[0.8187953,0.003429266,0.1557895,0.0001192982,0.00003212539,0.0002085696,0.002332858,0.0002803087,0.01901276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002221014,"threshold_uncertainty_score":0.007430017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679032603628105,"score_gpt":0.2184835421208608,"score_spread":0.1916932160845797,"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."}}