{"id":"W2568369796","doi":"","title":"2012 Occupational Health & Safety Magazine","year":2012,"lang":"en","type":"article","venue":"","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Environmental health; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006737633,0.001053532,0.0005243309,0.002569475,0.00205355,0.003987681,0.0006138193,0.002344714,0.1573088],"category_scores_gemma":[0.003156252,0.000440403,0.0003009834,0.001886375,0.0004648196,0.001391377,0.0009329387,0.00227532,0.07532564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002368756,"about_ca_system_score_gemma":0.004591398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02683581,"about_ca_topic_score_gemma":0.09297409,"domain_scores_codex":[0.9991167,0.0000435355,0.00004052986,0.00007456138,0.0006500194,0.00007458727],"domain_scores_gemma":[0.9969323,0.0003579273,0.0001251984,0.0000931214,0.002044911,0.0004465782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000124647,0.00001833745,0.00008371443,0.0001146189,0.000001898105,0.0000323848,0.00005279249,0.00001572273,0.0002105026,0.0005370684,0.9491157,0.04980478],"study_design_scores_gemma":[0.000001816656,0.000007071524,0.0007956698,0.00009053985,0.000002047749,0.00003621616,0.00006776835,0.00001750177,0.00003651299,0.0001285146,0.998813,0.000003407927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001757577,0.04918673,0.0005912898,0.05088137,0.07353359,0.0001191236,0.001753105,0.001028968,0.8211482],"genre_scores_gemma":[0.003093502,0.01996708,0.0004400274,0.01311957,0.01227877,0.00003619747,0.001209566,0.00007073038,0.9497848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1573088,"threshold_uncertainty_score":0.5262502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493104991650288,"score_gpt":0.52692511818364,"score_spread":0.3776146190186112,"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."}}