{"id":"W7017031633","doi":"","title":"Ambiguities and Absences: Occupational Health and Safety Regulation of Platform-Mediated Work in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Occupational safety and health; Work environment; Work safety; Human factors and ergonomics; Workers' compensation; Occupational medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0005132767,0.00005935813,0.0001262592,0.00005017421,0.0002387478,0.00005108622,0.00005089561,0.00004569063,0.00009925055],"category_scores_gemma":[0.00005152878,0.00006277944,0.00001163646,0.000264903,0.0001384043,0.000608541,0.00001252762,0.00008152208,0.000004841818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420101,"about_ca_system_score_gemma":0.001245778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9628873,"about_ca_topic_score_gemma":0.9988885,"domain_scores_codex":[0.9991976,0.00003348101,0.0002723217,0.0001066695,0.0001940494,0.0001958506],"domain_scores_gemma":[0.9995813,0.0001391556,0.0000799284,0.00004801843,0.00002663375,0.0001249635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000256931,0.00002668496,0.6795546,0.00009103063,0.00002373777,0.000002031018,0.0256178,0.0004422286,0.000001801892,0.2757976,0.003790757,0.01439471],"study_design_scores_gemma":[0.0003706765,0.00002586278,0.9160191,0.0001153549,0.000001485256,2.5073e-7,0.005441553,0.00004355776,0.000004364371,0.004830651,0.07303964,0.0001074803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797575,0.00008254871,0.000009191492,0.0009750178,0.0001265307,0.0001873098,0.00002808053,0.00002568511,0.01880809],"genre_scores_gemma":[0.9987153,0.0001010245,0.00005767111,0.0002710656,0.00002255899,0.000007158201,0.0001286895,0.000002819875,0.0006937216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.270967,"threshold_uncertainty_score":0.2560071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160030927646533,"score_gpt":0.2458987008876768,"score_spread":0.2242983916112115,"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."}}