{"id":"W1571500004","doi":"10.7202/007368ar","title":"Regulating Systematic Occupational Health and Safety Management","year":2003,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vetting; Occupational safety and health; Industrial relations; Promotion (chess); Element (criminal law); Compliance (psychology); Political science; Process (computing); Public relations; Business; Law; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00230061,0.0001369407,0.0002836167,0.000224476,0.002714642,0.00001205016,0.00008310877,0.0002159932,0.0003998016],"category_scores_gemma":[0.001144313,0.0001229777,0.00003495597,0.0005256134,0.00005834692,0.0001271861,0.00006131549,0.0006726914,0.0003123125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480829,"about_ca_system_score_gemma":0.001154569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004523065,"about_ca_topic_score_gemma":0.00001578865,"domain_scores_codex":[0.9965345,0.00124008,0.000955038,0.0002687198,0.0004328469,0.0005688755],"domain_scores_gemma":[0.9969851,0.001919748,0.0003006123,0.0002826059,0.000158215,0.0003536974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001089063,0.00006728595,0.35792,0.003997455,0.00007317783,0.000002136531,0.001830263,0.0002076551,5.449642e-7,0.6225218,0.007447473,0.005823372],"study_design_scores_gemma":[0.006774042,0.0003284317,0.7160584,0.02021313,0.0001006387,0.00003732674,0.04407854,0.004586786,0.000004714761,0.01255003,0.1942798,0.0009881811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1921747,0.01125112,0.03169979,0.02385092,0.002194115,0.02462135,0.0002583537,0.0006627984,0.7132868],"genre_scores_gemma":[0.9697583,0.0005264083,0.006867821,0.001037931,0.0001423324,0.0006487046,0.0001776126,0.00003573702,0.02080521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7775835,"threshold_uncertainty_score":0.9985837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026524557126316,"score_gpt":0.4324873741319132,"score_spread":0.3298349184192816,"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."}}