{"id":"W3197143839","doi":"10.2139/ssrn.3873809","title":"Securing compliance: some lessons for EU strategy on occupational health and safety","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Compliance (psychology); Business; Occupational safety and health; Risk analysis (engineering); Political science; Law; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04901453,0.001114157,0.001957707,0.004086816,0.006765581,0.02229271,0.003262488,0.02974667,0.009229437],"category_scores_gemma":[0.044508,0.0004410769,0.001491193,0.005296388,0.03201632,0.02800133,0.00777402,0.01424031,0.0005902576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01328013,"about_ca_system_score_gemma":0.01463408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02482418,"about_ca_topic_score_gemma":0.0199797,"domain_scores_codex":[0.970809,0.01971832,0.001454128,0.001434565,0.002978706,0.003605281],"domain_scores_gemma":[0.9168136,0.06805006,0.001471872,0.003104668,0.007703178,0.002856606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006305741,0.0001202862,0.001036229,0.0001562348,0.00003253622,0.0002565633,0.006155107,0.0004198661,0.0001000382,0.943,0.01666483,0.03199526],"study_design_scores_gemma":[0.00005585515,0.0002098897,0.005932686,0.003039081,0.00004253055,0.0002084737,0.0371577,0.001024383,0.0003245432,0.8262663,0.125607,0.0001313599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02223141,0.04595708,0.00734391,0.8253706,0.002555677,0.00005896519,0.00008489441,0.00005075048,0.09634666],"genre_scores_gemma":[0.7955731,0.02944064,0.008350814,0.1448074,0.003257426,0.0002323505,0.0001162058,0.0001191385,0.01810304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04901453,"threshold_uncertainty_score":0.2592167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06318038300717928,"score_gpt":0.3246758768662873,"score_spread":0.261495493859108,"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."}}