{"id":"W1977191097","doi":"10.1080/15298660008984588","title":"Identifying the Determinants of Viable Microorganisms in the Air and Bulk Metalworking Fluids","year":2000,"lang":"en","type":"article","venue":"AIHAJ - American Industrial Hygiene Association","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Safety & Insurance Board","funders":"","keywords":"Microorganism; Metalworking; Multivariate statistics; Environmental science; Microbial consortium; Food science; Mathematics; Chemistry; Biology; Statistics; Bacteria; Materials science; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009295262,0.001346246,0.0005510644,0.0005167444,0.0001687201,0.0006458409,0.0004167962,0.0005495046,0.0006069422],"category_scores_gemma":[0.003993701,0.0004001472,0.001123915,0.0003603139,0.0002024637,0.0005307072,0.000566977,0.0004745111,0.0001626398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003328209,"about_ca_system_score_gemma":0.0007582281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005592064,"about_ca_topic_score_gemma":0.006359544,"domain_scores_codex":[0.9993947,0.000226825,0.0000263558,0.0001417189,0.0001278819,0.00008259978],"domain_scores_gemma":[0.9987539,0.0007475332,0.0002340782,0.00006692461,0.0001111452,0.00008636917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003177639,0.0003911592,0.9386904,0.0001019475,0.0001823788,0.0001584941,0.0001360368,0.02356253,0.01411034,0.0003091986,0.0001269622,0.02191268],"study_design_scores_gemma":[0.00003384941,0.002556297,0.7106962,0.00004593625,0.0002835599,0.0004525866,0.0006491439,0.2727852,0.009847499,0.001768203,0.0008411164,0.00004041908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880092,0.0001277967,0.01135043,0.00002933529,0.000002374714,0.00005299164,0.0002172746,0.00001718861,0.0001934243],"genre_scores_gemma":[0.9915549,0.0001161961,0.007723724,0.00001093761,0.000004595886,0.00004933387,0.0002997296,0.000006017407,0.0002345004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005592064,"threshold_uncertainty_score":0.01111907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672002501223853,"score_gpt":0.2872910297161735,"score_spread":0.260571004703935,"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."}}