{"id":"W2146500255","doi":"10.1080/15389588.2011.562945","title":"Toward Understanding On-Road Interactions of Male and Female Drivers","year":2011,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Lethbridge","keywords":"Crash; Differential (mechanical device); Human factors and ergonomics; Poison control; Injury prevention; Psychology; Transport engineering; Computer science; Engineering; Medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002336275,0.000422854,0.0002652321,0.0008943421,0.0005622628,0.001438723,0.0005994093,0.0006293467,0.003971951],"category_scores_gemma":[0.007572244,0.0002187821,0.0002295343,0.0002427044,0.0008077853,0.00229489,0.0009241403,0.0003646445,0.0005482041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004618977,"about_ca_system_score_gemma":0.0005922322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006120275,"about_ca_topic_score_gemma":0.007952919,"domain_scores_codex":[0.9991956,0.0003850939,0.00002939779,0.0001433535,0.0001418003,0.0001048138],"domain_scores_gemma":[0.9976339,0.001105476,0.0005428809,0.0001072862,0.0004203633,0.0001899564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002770996,0.0002479153,0.9176185,0.0001617771,0.00003965831,0.0003454887,0.02282583,0.0002913236,0.003337581,0.001891657,0.0005755689,0.05238763],"study_design_scores_gemma":[0.00001078348,0.0003411264,0.9401063,0.000141098,0.00003993935,0.0008064511,0.04659291,0.001909739,0.001271988,0.003366399,0.005385612,0.00002764753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894263,0.0008928202,0.003197318,0.0006678692,0.00002319278,0.00003186347,0.0001417089,0.000008787939,0.005610112],"genre_scores_gemma":[0.9973001,0.000411746,0.001325965,0.0001238803,0.00001658085,0.00002109846,0.00007299178,0.000003130185,0.0007246584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006120275,"threshold_uncertainty_score":0.01328754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06435191419460796,"score_gpt":0.2616833791460211,"score_spread":0.1973314649514132,"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."}}