{"id":"W1984335680","doi":"10.1093/annhyg/mef049","title":"European Chemical Regulation and Occupational Hygiene","year":2002,"lang":"en","type":"letter","venue":"The Annals of Occupational Hygiene","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational hygiene; Environmental health; Occupational safety and health; Hygiene; Business; Occupational medicine; Occupational exposure; Medicine; Pathology","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":[0.005861789,0.001120309,0.001122665,0.002893609,0.001900041,0.0068844,0.002693562,0.01371182,0.05856119],"category_scores_gemma":[0.007572509,0.0006831081,0.001372122,0.003052994,0.002751016,0.003289829,0.003608782,0.005012181,0.02283799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003639701,"about_ca_system_score_gemma":0.007075015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207697,"about_ca_topic_score_gemma":0.007260969,"domain_scores_codex":[0.9899714,0.00150547,0.0009320522,0.001483195,0.005240477,0.0008673683],"domain_scores_gemma":[0.9971384,0.0006582829,0.0003363962,0.0005245499,0.001178828,0.0001635512],"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":[0.0001397762,0.0002142832,0.001161885,0.001186861,0.00006498612,0.000505051,0.000771123,0.0008780212,0.002077093,0.5190672,0.2973205,0.1766132],"study_design_scores_gemma":[0.00001630097,0.00002815888,0.001417922,0.0003032515,0.00001326118,0.0001360769,0.00004489194,0.0000663989,0.0002596788,0.00881639,0.9888826,0.00001505626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002936033,0.04238982,0.00256389,0.01161913,0.003137194,0.0002467446,0.001601398,0.0003128397,0.9351929],"genre_scores_gemma":[0.07397003,0.03328836,0.009481422,0.03339014,0.002252683,0.0008371175,0.004973427,0.0003676807,0.8414391],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05856119,"threshold_uncertainty_score":0.1959067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07047506742735357,"score_gpt":0.2992068854578936,"score_spread":0.2287318180305401,"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."}}