{"id":"W2102881896","doi":"10.1080/15459620701212994","title":"Relationships Between Inhalable, Thoracic, and Respirable Aerosols of Metalworking Fluids","year":2007,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Workplace Safety and Insurance Board","keywords":"Metalworking; Occupational exposure; Environmental science; Environmental health; Air pollutants; Medicine; Air pollution; Engineering; Chemistry; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002244969,0.0001106078,0.0002263475,0.00007788358,0.0002148859,0.00001331629,0.000085912,0.00009211233,0.0002484565],"category_scores_gemma":[0.00008894196,0.00009431774,0.00004408955,0.0001264922,0.0002722634,0.0004772676,0.00009875751,0.0002495923,0.00001056574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094232,"about_ca_system_score_gemma":0.00001435139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002924795,"about_ca_topic_score_gemma":0.00001122326,"domain_scores_codex":[0.9984772,0.00009143753,0.000636551,0.0001308027,0.0004600786,0.0002039632],"domain_scores_gemma":[0.9989656,0.0002942669,0.0003965572,0.00008506921,0.000006172273,0.0002523489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002064294,0.00007260158,0.9753864,0.00001984719,0.0000196851,0.000005068623,0.0004106668,0.0001738929,0.004661794,0.00008266617,0.0001898591,0.01877108],"study_design_scores_gemma":[0.0003263,0.0002369135,0.9915807,0.00003912024,0.0000351799,0.00005403158,0.0003169395,0.00006977185,0.00319309,0.0007619731,0.003288392,0.00009760992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947342,0.0005186919,0.003586535,0.0002670517,0.00004152285,0.00008108311,0.00001931724,0.000003054177,0.0007485376],"genre_scores_gemma":[0.9900667,0.000185876,0.009348989,0.0001617905,0.00008270604,5.827287e-7,0.00000819593,0.000007746346,0.0001374033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01867347,"threshold_uncertainty_score":0.3846166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09187397044704557,"score_gpt":0.3403732936186662,"score_spread":0.2484993231716206,"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."}}