{"id":"W2035182037","doi":"10.1016/j.jsr.2007.12.007","title":"Fatigued and drowsy driving: A survey of attitudes, opinions and behaviors","year":2008,"lang":"en","type":"article","venue":"Journal of Safety Research","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":164,"is_retracted":false,"has_abstract":false,"ca_institutions":"Traffic Injury Research Foundation","funders":"","keywords":"Crash; Applied psychology; Public opinion; Perception; Psychology; Human factors and ergonomics; Injury prevention; Suicide prevention; Poison control; Sample (material); Occupational safety and health; Engineering; Environmental health; Medicine; Computer science; Political science","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":[0.0008820885,0.000392631,0.0004798954,0.001371135,0.001061912,0.0008449507,0.0002782063,0.001085823,0.001671403],"category_scores_gemma":[0.002178521,0.0005540282,0.0008938292,0.001139038,0.0003576016,0.0009874268,0.0007319779,0.001500797,0.001178795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772942,"about_ca_system_score_gemma":0.0004482408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473351,"about_ca_topic_score_gemma":0.01915854,"domain_scores_codex":[0.9993782,0.0001283846,0.00009483439,0.00006628316,0.0001732897,0.0001588847],"domain_scores_gemma":[0.9970072,0.0003489837,0.00101894,0.00009917448,0.0005423363,0.0009834055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007506729,0.0003055401,0.9939427,0.00001997821,0.00005291278,0.00007417533,0.002513948,0.00002673446,0.0004486397,0.00001149705,0.0002622236,0.002266588],"study_design_scores_gemma":[0.000005157523,0.0002683293,0.9963766,0.000005756103,0.00001086577,0.0001036415,0.002762233,0.00007246325,0.00004019877,0.00000509266,0.0003427192,0.000006973958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986395,0.00006197015,0.00004117953,0.0000693118,0.00001056524,0.0000334501,0.0004795883,0.000003275159,0.0006612394],"genre_scores_gemma":[0.9971473,0.000206976,0.0001277772,0.0002954082,0.00002518883,0.00006703511,0.000815363,0.000005801867,0.001309209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01473351,"threshold_uncertainty_score":0.02929544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785748822255636,"score_gpt":0.4490089026869556,"score_spread":0.270434020461392,"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."}}