{"id":"W4407723012","doi":"10.1088/1755-1315/1443/1/012021","title":"The Effect of CO Emissions on Lung Vital Capacity in Vehicle Inspectors at the Transportation Department in Slawi","year":2025,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Business; Environmental science; Waste management; Transport engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000743521,0.0001235613,0.0001324453,0.00003406471,0.0005957448,0.00003153278,0.0002231041,0.00004178567,0.0001698231],"category_scores_gemma":[0.00004436278,0.00007379788,0.00002233655,0.0002836997,0.002187766,0.0002777645,0.00006836102,0.0001573187,0.00001581016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002105245,"about_ca_system_score_gemma":0.00002907272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008137696,"about_ca_topic_score_gemma":0.008203357,"domain_scores_codex":[0.998664,0.0001158703,0.0002427212,0.0002782484,0.0003506568,0.0003485527],"domain_scores_gemma":[0.9994475,0.0001805691,0.00006681454,0.0001938506,0.000001122707,0.0001102048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003354316,0.00006814712,0.9188206,0.00002565492,0.000002864813,0.000003540486,0.002392343,0.0008081787,0.06258166,0.0009302138,0.00007827195,0.01395312],"study_design_scores_gemma":[0.0002994232,0.0002519962,0.8735897,0.0000315276,0.000002810264,6.975184e-7,0.0004071143,0.0004000921,0.1239595,0.0001157512,0.0008710916,0.00007025669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963121,0.00004537312,0.000004711918,0.001282259,0.00005280221,0.0003903818,0.00002463275,0.000007548893,0.001880155],"genre_scores_gemma":[0.9994093,0.0001589853,0.00001488531,0.0001866652,0.000002726815,0.00002414851,0.000003858735,0.000002921812,0.0001965553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06137787,"threshold_uncertainty_score":0.8060915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656177786979709,"score_gpt":0.2585468881616791,"score_spread":0.241985110291882,"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."}}