{"id":"W2766288987","doi":"10.1057/978-1-137-52879-7_21","title":"Epigenetics and the Suicidal Brain: Reconsidering Context in an Emergent Style of Reasoning","year":2017,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Style (visual arts); Psychology; Cognitive science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005401134,0.0003957549,0.000560814,0.00004262604,0.0001898348,0.00004841984,0.000384347,0.0004699873,0.00003732437],"category_scores_gemma":[0.0001258611,0.0003400217,0.0002377094,0.000004147084,0.000820423,1.053879e-7,0.0002979584,0.0002564962,0.000002555407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001583845,"about_ca_system_score_gemma":0.0001057621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001274796,"about_ca_topic_score_gemma":0.003346633,"domain_scores_codex":[0.9983004,0.00008388938,0.0005179403,0.0005853727,0.0001887535,0.0003236632],"domain_scores_gemma":[0.998162,0.00005453989,0.0004436898,0.001080917,0.0001305562,0.0001283431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002013051,0.00001198302,0.02622537,0.000812864,0.002361082,0.0001299576,0.01966131,0.0001021869,0.1309295,0.597496,0.0003656266,0.219891],"study_design_scores_gemma":[0.01901807,0.002915414,0.02084798,0.001393015,0.0008203369,0.0002380713,0.005064385,0.00116422,0.1085973,0.7995412,0.03455348,0.005846533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2717609,0.0256698,0.000141764,0.0002591749,0.0006587626,0.001504823,0.0001597488,0.00002217275,0.6998228],"genre_scores_gemma":[0.9921668,0.002027536,0.0002723195,0.000216723,0.000301154,0.00001716715,0.00006333351,0.00007689909,0.004858033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7204059,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507302614423352,"score_gpt":0.2565086501308283,"score_spread":0.2314356239865948,"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."}}