{"id":"W4386963655","doi":"10.1016/b978-0-323-90899-3.00002-1","title":"Vanilla","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Biochemical and biochemical processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Yield (engineering); Biology; Geography","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":[0.0002750393,0.00163979,0.0006859354,0.00187556,0.001370823,0.004741364,0.001165036,0.001704794,0.5971383],"category_scores_gemma":[0.0009075302,0.0006415228,0.0005719109,0.001870862,0.0007004027,0.002917451,0.002397376,0.001797634,0.4547586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009567299,"about_ca_system_score_gemma":0.001003136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006187724,"about_ca_topic_score_gemma":0.01374849,"domain_scores_codex":[0.999653,0.0000350703,0.00001352705,0.0001038569,0.0001396558,0.0000548826],"domain_scores_gemma":[0.9997916,0.00004698484,0.00001277459,0.00004814302,0.00005987189,0.00004073846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006019553,0.00004484603,0.0001911965,0.0003125304,0.000009238152,0.0002071023,0.0002864607,0.0003671331,0.00155958,0.07480571,0.480232,0.441924],"study_design_scores_gemma":[0.00000325698,0.000004601974,0.00009018149,0.00007021949,0.000002207434,0.000101173,0.00004480113,0.00006393978,0.0001605528,0.002905503,0.99655,0.000003711983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003520279,0.002604461,0.001497757,0.0004462216,0.000477831,0.0000223306,0.0005674719,0.0006073616,0.9934244],"genre_scores_gemma":[0.0009638026,0.0009064066,0.0005772014,0.0001246548,0.00003647263,0.0000143637,0.0002757141,0.0002075427,0.9968939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5971383,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320973031540809,"score_gpt":0.2310502502499357,"score_spread":0.2178405199345276,"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."}}