{"id":"W4385519062","doi":"10.59962/9780774835657-005","title":"Accident Prevention in Early-Twentieth-Century Quebec and the Construction of Masculine Technical Expertise","year":2018,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accident (philosophy); History; Forensic engineering; Engineering; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001070075,0.0003666047,0.0002285792,0.001532509,0.01238124,0.003924896,0.0009979611,0.001646665,0.01268726],"category_scores_gemma":[0.001846715,0.000356006,0.0002790116,0.002135296,0.007668954,0.00118649,0.001242949,0.001960113,0.0005576494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08486865,"about_ca_system_score_gemma":0.09751901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950855,"about_ca_topic_score_gemma":0.9982926,"domain_scores_codex":[0.9989274,0.0002055934,0.00002336686,0.00009383355,0.000274642,0.0004752252],"domain_scores_gemma":[0.998639,0.0003561582,0.00008293112,0.00003629719,0.0005231361,0.0003623682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009788299,0.0001763296,0.0374651,0.00027926,0.00004480709,0.001416138,0.2063247,0.002806519,0.001182562,0.4702744,0.08370256,0.1962298],"study_design_scores_gemma":[0.00001778758,0.00005049285,0.118705,0.0008203694,0.00002476094,0.000250121,0.05562906,0.001229728,0.0004361809,0.007942872,0.8148261,0.00006753534],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3596047,0.02494053,0.002375744,0.04409106,0.0004476322,0.00007843138,0.0006034647,0.00009129168,0.5677671],"genre_scores_gemma":[0.7648312,0.009266556,0.00100663,0.00173241,0.00006470086,0.00003602598,0.0001427287,0.00003741357,0.2228823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08486865,"threshold_uncertainty_score":0.6157681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348103543568372,"score_gpt":0.1728884358530641,"score_spread":0.1594074004173804,"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."}}