{"id":"W615291786","doi":"","title":"The relationship between driver fatigue and rules limiting hours of driving and work","year":2009,"lang":"en","type":"article","venue":"","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Context (archaeology); Work (physics); Limiting; Accident (philosophy); Scientific literature; Occupational safety and health; Human factors and ergonomics; Order (exchange); Poison control; Engineering; Business; Forensic engineering; Risk analysis (engineering); Political science; Medicine; Law; Environmental health; Geography; Finance","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":[0.0002767126,0.00009806309,0.0001240758,0.00005600759,0.000241263,0.00003552221,0.00008446718,0.0001355666,0.0000322093],"category_scores_gemma":[0.0001596451,0.00006977748,0.00002781298,0.0001589622,0.0001220662,0.00006373086,0.000023727,0.0002190028,0.00001159714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005759437,"about_ca_system_score_gemma":0.000004924719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001628397,"about_ca_topic_score_gemma":0.000009108955,"domain_scores_codex":[0.9992259,0.00009556096,0.0002264273,0.0001726618,0.00008323181,0.0001962165],"domain_scores_gemma":[0.9977645,0.001876446,0.00009324162,0.0001831851,0.00002201041,0.00006065353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005022993,0.000008450574,0.8791932,4.682664e-7,0.00003192507,9.83492e-7,0.0009267885,0.000001791097,0.000002642639,0.03120292,0.0004741578,0.08815163],"study_design_scores_gemma":[0.0002882333,0.00004094397,0.9969596,0.0001152884,0.00003783158,0.000001170817,0.000411218,0.000001624522,0.00001733353,0.001996586,0.00004193341,0.00008819617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757288,0.000861542,0.000540154,0.001156885,0.00007822362,0.0001075372,0.000001087498,0.000045253,0.02148049],"genre_scores_gemma":[0.9987761,0.0000261175,0.0007609892,0.00006421804,0.00006893987,0.000002749723,0.000003293866,0.000008801832,0.0002887607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1177664,"threshold_uncertainty_score":0.2845443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05785092401437979,"score_gpt":0.3178045656091407,"score_spread":0.2599536415947609,"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."}}