{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008096433,0.0001003967,0.0001182114,0.0001052214,0.0000480472,0.000005659158,0.00005522059,0.00005403321,0.0002802347],"category_scores_gemma":[0.000003147457,0.0001020711,0.00006332248,0.00008852661,0.00004363904,0.000134023,0.00001139461,0.0001162719,0.00002405199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006774325,"about_ca_system_score_gemma":0.000008267611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000310097,"about_ca_topic_score_gemma":0.00001012546,"domain_scores_codex":[0.9994771,0.0000196842,0.0001799376,0.0001175257,0.00007837641,0.0001273283],"domain_scores_gemma":[0.9997945,0.00001331922,0.00003576668,0.0001032618,0.00001033387,0.00004285831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001434733,0.00174323,0.003447618,0.001780132,0.001377752,0.00004879535,0.05716078,0.08977237,0.007957048,0.07643639,0.007620776,0.7512203],"study_design_scores_gemma":[0.01651406,0.01157581,0.418402,0.005742693,0.002237294,0.0005474918,0.09686736,0.3654157,0.05243859,0.009356599,0.01336235,0.007540032],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736129,0.0000354244,0.007069237,0.000008789955,0.0004255249,0.0001358221,0.000009315845,0.0001885272,0.01851448],"genre_scores_gemma":[0.9988519,0.00007687139,0.0006609551,0.000003685954,0.00002485479,0.000005541144,0.000006396652,0.00001568479,0.0003541367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7436804,"threshold_uncertainty_score":0.4162338,"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."}}