{"id":"W4407301167","doi":"","title":"Canadian Center for Occupational Health and Safety","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Center (category theory); Occupational safety and health; Business; Environmental health; Medicine; Chemistry","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004246267,0.0002236724,0.0006014446,0.0008435451,0.002451835,0.0001802076,0.001183231,0.0002247372,0.01368186],"category_scores_gemma":[0.001312256,0.0002003412,0.0001003127,0.0005091575,0.0001120016,0.001011808,0.0004298916,0.001230615,0.00005026347],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045387,"about_ca_system_score_gemma":0.007367609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1058034,"about_ca_topic_score_gemma":0.1640676,"domain_scores_codex":[0.9960989,0.0005110207,0.001223493,0.0004096735,0.0006310572,0.001125846],"domain_scores_gemma":[0.9942129,0.001879096,0.0006515,0.0003718446,0.0008693642,0.002015337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000887511,0.00007072018,0.8861169,0.0003795081,0.00003310154,0.000001985025,0.0002371579,0.000002307644,0.0002515258,0.001523697,0.08549403,0.02500158],"study_design_scores_gemma":[0.0009649078,0.00001761464,0.7831206,0.0002107921,0.000004754481,0.000003283044,0.00008818902,0.00008598676,0.0000154053,0.003004556,0.2123316,0.0001523237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9215481,0.007229748,0.0008693094,0.02452157,0.005478517,0.009042948,0.005530378,0.00006835383,0.02571108],"genre_scores_gemma":[0.9769787,0.006931553,0.001978862,0.0100951,0.001170643,0.000551702,0.0006367799,0.00008382503,0.00157281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1268376,"threshold_uncertainty_score":0.9988468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4090834285437287,"score_gpt":0.6797365319692724,"score_spread":0.2706531034255437,"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."}}