{"id":"W4234543882","doi":"10.1037/e312972005-001","title":"Survey of U.S. and Canadian Police Officers about The Public's Drowsy Driving Behavior","year":2004,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Criminology; Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001189674,0.0006061941,0.0006220009,0.0005785569,0.0003392386,0.0001860992,0.001722111,0.0009691362,0.003068693],"category_scores_gemma":[0.0001676814,0.0005077196,0.00009845514,0.0007648934,0.0005455228,0.0001693042,0.0001931847,0.00132558,0.0005893572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556731,"about_ca_system_score_gemma":0.0007928575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9012595,"about_ca_topic_score_gemma":0.9424122,"domain_scores_codex":[0.9962897,0.0005358909,0.0007986961,0.0009151873,0.0004151173,0.001045455],"domain_scores_gemma":[0.9955524,0.000472984,0.0004916486,0.00268743,0.0001230257,0.0006724707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002146295,0.0001947783,0.005801719,0.00001786671,0.0003588532,0.00006775886,0.0001232484,9.501824e-7,4.039155e-7,0.00008257956,0.9893197,0.004010626],"study_design_scores_gemma":[0.0007380161,0.0000681973,0.08484305,0.0001483696,0.0004069948,0.00005264433,0.0001118658,2.697817e-7,5.112983e-7,0.000001680656,0.9131073,0.0005210543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001782704,0.001670907,0.000001713362,0.000392443,0.001521189,0.0007090557,0.9936528,0.000026102,0.000243119],"genre_scores_gemma":[0.01744686,0.0003954466,0.00001482042,0.0007690957,0.0001696805,0.0001219727,0.9810061,0.00006022136,0.00001581621],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07904134,"threshold_uncertainty_score":0.9997374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04823618938248535,"score_gpt":0.3382683238727798,"score_spread":0.2900321344902945,"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."}}