{"id":"W62136196","doi":"10.1079/9780851996790.0151","title":"Regulation of gene expression by biotin, vitamin B <sub>6</sub> and vitamin C.","year":2003,"lang":"en","type":"book-chapter","venue":"CABI Publishing eBooks","topic":"Biotin and Related Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biotin; Vitamin; Vitamin b; Gene; Gene expression; Biology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002926341,0.0003881787,0.0003821119,0.0001141156,0.0001379597,0.0001449468,0.0002020276,0.001405489,0.000005543711],"category_scores_gemma":[0.0001242989,0.0003555853,0.0001396854,0.00001711019,0.0002914465,0.00001466088,0.0001986435,0.0004048639,0.000002067473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002589727,"about_ca_system_score_gemma":0.00005192111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004151725,"about_ca_topic_score_gemma":0.000005266913,"domain_scores_codex":[0.9983915,0.00004640243,0.0004275259,0.0006229263,0.0002515383,0.0002600939],"domain_scores_gemma":[0.9987969,0.00002369808,0.0003995383,0.0004566654,0.0002078986,0.0001152349],"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":[0.00002269505,0.0000108504,0.00001606056,0.00008213031,0.0001045036,0.000001845371,0.00005822994,6.417322e-7,0.9099694,0.0005850677,0.08095417,0.00819439],"study_design_scores_gemma":[0.000450495,0.0001028737,0.00004985349,0.0001991343,0.00006258809,0.00001592098,0.000020574,0.000001724751,0.8528679,0.0003416061,0.1455343,0.0003530493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1053977,0.02002082,0.00105183,0.0006148111,0.00157398,0.001233113,0.0006523433,0.0001149321,0.8693404],"genre_scores_gemma":[0.4128835,0.002784405,0.001974802,0.0008616428,0.0008779152,0.00003126706,0.002382182,0.0003418816,0.5778624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3074858,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008098446570336384,"score_gpt":0.1949953785034615,"score_spread":0.1868969319331251,"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."}}