{"id":"W2133907263","doi":"10.1080/15459620802275023","title":"Formaldehyde Exposure in U.S. Industries from OSHA Air Sampling Data","year":2008,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sante Montreal","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Exposure assessment; Occupational exposure; Formaldehyde; Environmental science; Linear regression; Toxicology; Tobit model; Statistics; Animal science; Mathematics; Chemistry; Environmental health; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006633761,0.0001860983,0.0001486188,0.002486057,0.0002343884,0.0004064661,0.0001936556,0.0001340994,0.001481363],"category_scores_gemma":[0.001946562,0.0001344586,0.0002239329,0.005079854,0.00006707165,0.0001704902,0.0003551869,0.0001397799,0.0003385202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640955,"about_ca_system_score_gemma":0.0007859613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08783431,"about_ca_topic_score_gemma":0.1187029,"domain_scores_codex":[0.9995112,0.00007708435,0.00008758674,0.0001119342,0.0001608326,0.00005135796],"domain_scores_gemma":[0.9982722,0.0003725975,0.0008429578,0.0001024865,0.0003472057,0.0000626281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006716539,0.00004193106,0.9678444,0.0001531611,0.00008467568,0.00005029256,0.0002616261,0.0008841629,0.0009483549,0.0001248429,0.005867762,0.02367155],"study_design_scores_gemma":[0.000003110717,0.00002153873,0.9947581,0.0000242816,0.00001752384,0.00002418525,0.0001263835,0.0004333405,0.0003588532,0.00002064545,0.004208641,0.000003399634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.874292,0.0006787088,0.001232779,0.0001631373,0.00002232394,0.00008964584,0.11748,0.00007464377,0.005966669],"genre_scores_gemma":[0.8527745,0.001301288,0.003110637,0.0001838646,0.0000248577,0.0002928468,0.1399468,0.0000162334,0.002348789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08783431,"threshold_uncertainty_score":0.1746461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393705690726824,"score_gpt":0.3235597703662097,"score_spread":0.1841892012935273,"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."}}