{"id":"W4243186868","doi":"10.3138/9781487516260-fm","title":"Frontmatter","year":2019,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto; Government of Ontario; Canada Council for the Arts; Federation for the Humanities and Social Sciences","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001902959,0.001632479,0.0008669978,0.002084854,0.002690124,0.005009298,0.001069983,0.00156583,0.8915735],"category_scores_gemma":[0.0007148474,0.0008290262,0.0004653,0.003047701,0.0006058721,0.002501851,0.002357988,0.001548001,0.7876607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002407408,"about_ca_system_score_gemma":0.001851965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0506237,"about_ca_topic_score_gemma":0.2111015,"domain_scores_codex":[0.9997789,0.00001542627,0.000006584973,0.00004378783,0.0001043835,0.00005096722],"domain_scores_gemma":[0.999674,0.00004193441,0.00001330553,0.00005216885,0.0001144183,0.0001041931],"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":[0.00002119502,0.00001383235,0.0000785918,0.0001200688,0.000001979417,0.0000534131,0.0001169501,0.00006154938,0.0001956151,0.003790317,0.9174445,0.078102],"study_design_scores_gemma":[0.000003028863,0.000004362756,0.0002162066,0.00005487211,0.000001665809,0.00002607105,0.00008374007,0.00002618018,0.0000601239,0.0003702238,0.9991504,0.000003158744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001993076,0.001126248,0.0001521252,0.0002460676,0.0003540395,0.00001790821,0.00111495,0.0003790269,0.9964103],"genre_scores_gemma":[0.0003508179,0.0002566906,0.00004135506,0.00003946617,0.0000179852,0.000003359234,0.0002397202,0.00008724169,0.9989634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1084265,"threshold_uncertainty_score":0.1546572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031612652219551,"score_gpt":0.1966816259906769,"score_spread":0.1763654994684813,"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."}}