{"id":"W2965667334","doi":"","title":"TOWARDS THE RECONCILIATION OF THE EMPIRICAL AND RATIONAL DESIGN PROVISIONS OF CSA S304-14","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Occupational Health and Safety in Workplaces","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Law and economics; Political science; Law; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00168412,0.0001822629,0.0003357568,0.00007904121,0.000951431,0.000005064019,0.0002800773,0.0004937053,0.0009684403],"category_scores_gemma":[0.001775339,0.00009295726,0.00009699214,0.0002873426,0.0001465061,0.00007531483,0.00005103243,0.0005844843,0.00002781251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008336454,"about_ca_system_score_gemma":0.003517263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002032049,"about_ca_topic_score_gemma":0.001252994,"domain_scores_codex":[0.9968656,0.0009603266,0.001070979,0.000243438,0.0006152438,0.0002443891],"domain_scores_gemma":[0.9946977,0.002801105,0.0009778497,0.0003488534,0.001099184,0.00007527069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.005492224,0.0004585705,0.1208875,0.006200407,0.0003090411,4.1179e-7,0.0715128,0.00009799314,0.000297901,0.04030897,0.7080725,0.0463616],"study_design_scores_gemma":[0.001096592,0.0003907488,0.9354115,0.001370188,0.0001610058,0.000001142412,0.01341655,0.001608384,0.0007648424,0.01399384,0.03148542,0.0002997708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7992202,0.001479389,0.004240347,0.03351665,0.01021948,0.01298757,0.0007392909,0.0001129102,0.1374841],"genre_scores_gemma":[0.8946025,0.0006643537,0.009662475,0.00431124,0.001405841,0.0008044242,0.001460391,0.00007848985,0.0870103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.814524,"threshold_uncertainty_score":0.9999448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2595584074250947,"score_gpt":0.4933062238735147,"score_spread":0.23374781644842,"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."}}