{"id":"W4398788364","doi":"10.1016/b978-0-323-96102-8.00005-x","title":"Pulse starch","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Food composition and properties","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Agriculture and Agri-Food Canada","funders":"","keywords":"Materials science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000301403,0.001801822,0.001027139,0.002393671,0.00129674,0.002580872,0.001162437,0.001436425,0.6729574],"category_scores_gemma":[0.0007313493,0.0007929021,0.0006637862,0.002408156,0.0005156819,0.002546498,0.002153675,0.002208254,0.5596384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004346923,"about_ca_system_score_gemma":0.0005557609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043121,"about_ca_topic_score_gemma":0.005267749,"domain_scores_codex":[0.9998017,0.0000164094,0.000009950524,0.00005828688,0.00009066586,0.00002303039],"domain_scores_gemma":[0.9996864,0.0000742272,0.00001428865,0.00007478597,0.0001046386,0.00004567775],"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":[0.00008765782,0.0001230651,0.0001606759,0.0004938704,0.00001094672,0.0002139629,0.0001946037,0.0002273348,0.004846988,0.01213666,0.295656,0.6858482],"study_design_scores_gemma":[0.00001207587,0.00004463955,0.0003732839,0.0001653628,0.000006409561,0.0002164679,0.00006579026,0.0001146903,0.0006682026,0.002010007,0.9963163,0.000006730167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0007356641,0.004854634,0.002654911,0.000291002,0.0005217844,0.00005766911,0.0005151893,0.0008037268,0.9895655],"genre_scores_gemma":[0.0006009794,0.00109932,0.0006236559,0.00008971652,0.00003754583,0.00001939989,0.0002006626,0.0001354338,0.9971933],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6729574,"threshold_uncertainty_score":0.4664865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605052188818012,"score_gpt":0.2594928893919751,"score_spread":0.233442367503795,"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."}}