{"id":"W4223500562","doi":"10.1017/9781108938778.004","title":"Genes and Genomes","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Thicket; Evolutionary biology; Genome; Genealogy; Biology; Cognitive science; Epistemology; Computational biology; Linguistics; History; Genetics; Psychology; Philosophy; Gene; Ecology","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":[0.0004024658,0.0007349884,0.000548575,0.001523532,0.0007900583,0.003872489,0.0008686661,0.001382599,0.08072154],"category_scores_gemma":[0.00185826,0.0003531912,0.0004683482,0.002721429,0.00115871,0.003426554,0.001712363,0.001819426,0.04095173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044152,"about_ca_system_score_gemma":0.001173223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676513,"about_ca_topic_score_gemma":0.002317384,"domain_scores_codex":[0.9997146,0.00006633229,0.00001653845,0.00008025487,0.00009465998,0.00002770161],"domain_scores_gemma":[0.9997633,0.00008357684,0.00001884266,0.00005431482,0.00003979116,0.00004021757],"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":[0.00003990777,0.00001289701,0.0003658026,0.0006611428,0.00002488777,0.0001538531,0.0006685248,0.0008997906,0.001945287,0.377957,0.4051648,0.2121061],"study_design_scores_gemma":[0.000002438251,0.000002522025,0.0001627209,0.00007177852,0.000002154376,0.00009588892,0.00006111281,0.00007105142,0.0001097979,0.03967515,0.9597412,0.000004294419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005083927,0.1580684,0.06863872,0.03489452,0.01163251,0.0001667433,0.03684136,0.00710239,0.6775714],"genre_scores_gemma":[0.07367275,0.1379069,0.1436562,0.01329622,0.002205655,0.0004856088,0.05359974,0.003149368,0.5720276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08072154,"threshold_uncertainty_score":0.2700405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957248393174681,"score_gpt":0.2170227500346912,"score_spread":0.1974502661029443,"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."}}