{"id":"W7097528145","doi":"","title":"The Health Effects of Taxi Driving The Case of Visible Minority Drivers in Toronto","year":2016,"lang":"en","type":"article","venue":"","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Occupational safety and health; Position (finance); Participant observation; Immigration; Human factors and ergonomics; Poison control; Suicide prevention","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":[],"consensus_categories":[],"category_scores_codex":[0.0004972462,0.00008224615,0.000154016,0.00002145502,0.0000849577,0.000003913555,0.0001840719,0.00007805555,0.0003416896],"category_scores_gemma":[0.00007626076,0.00003545385,0.00005622597,0.0001055615,0.0001200946,0.00005059719,0.0000396699,0.00008375704,0.00001872659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009470322,"about_ca_system_score_gemma":0.00002675302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0402463,"about_ca_topic_score_gemma":0.0639901,"domain_scores_codex":[0.9989856,0.0002933031,0.0002599326,0.0001437659,0.00007255749,0.0002448364],"domain_scores_gemma":[0.9980035,0.001362041,0.000134779,0.0004268565,0.00002645658,0.00004638429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001114573,0.0003471325,0.1737407,0.0000320703,0.000263622,0.0001623991,0.008032255,0.000001650389,0.0006155798,0.1242708,0.0190894,0.6733329],"study_design_scores_gemma":[0.02252797,0.004912857,0.8861691,0.002915973,0.0002725266,0.0002984361,0.0532111,0.00009705303,0.01888542,0.002453739,0.00689214,0.001363714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609975,0.001550518,0.000279439,0.001409326,0.000624567,0.0003697592,0.000002115947,0.00001823032,0.03474859],"genre_scores_gemma":[0.9990867,0.0001242244,0.00004668498,0.00008458342,0.00002533443,0.00001395964,1.965336e-7,0.000006147544,0.0006122123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7124283,"threshold_uncertainty_score":0.9661448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008908383097740292,"score_gpt":0.3072159920896529,"score_spread":0.2983076089919127,"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."}}