{"id":"W7110913100","doi":"10.18280/ijsse.150816","title":"Sunny Skies, Sleepy Drivers: Weather Effects on Alertness in A Simulated Driving Environment","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alertness; Poison control; Occupational safety and health; Injury prevention; Human factors and ergonomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009323471,0.0002975868,0.0002202875,0.0001661175,0.000169477,0.0003396873,0.0001443021,0.0003311927,0.001428776],"category_scores_gemma":[0.001092661,0.000152308,0.0002103447,0.0001320617,0.0001526255,0.0001405982,0.0002798658,0.000255634,0.000148371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159388,"about_ca_system_score_gemma":0.0002402529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003741258,"about_ca_topic_score_gemma":0.00580207,"domain_scores_codex":[0.9999282,0.00001807074,0.000007189279,0.00001391462,0.00001365896,0.00001887912],"domain_scores_gemma":[0.9993667,0.0003050927,0.00006801244,0.00002580482,0.00007209482,0.0001623246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.06654307,0.004698977,0.2451324,0.0007582922,0.001049942,0.001932913,0.004193388,0.01824297,0.6229027,0.0001908583,0.00161167,0.03274277],"study_design_scores_gemma":[0.0003676176,0.008281136,0.9557304,0.00002953658,0.0004147268,0.000414373,0.001179545,0.01182166,0.02089972,0.0001410413,0.0006535692,0.00006677253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997675,0.00001069802,0.0000734346,0.000005871107,0.000004904923,0.000003929458,0.00006384704,0.000005261256,0.000064623],"genre_scores_gemma":[0.9995463,0.00003199361,0.0001138812,0.00001136882,0.000005001178,0.00001029245,0.0001338896,0.000006477778,0.0001407069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003741258,"threshold_uncertainty_score":0.007438958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004214252756350859,"score_gpt":0.2724621306888333,"score_spread":0.2682478779324824,"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."}}