{"id":"W2618579939","doi":"","title":"The Relationship between Road Design and Driving Behavior","year":2011,"lang":"en","type":"article","venue":"","topic":"Traffic and Road Safety","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Transport engineering; Environmental science; Geography; Engineering","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":[0.0007451809,0.0001548614,0.0001552413,0.0005182563,0.0001788372,0.0005313997,0.0002306714,0.0004608338,0.003140648],"category_scores_gemma":[0.005389062,0.0001601834,0.0003488145,0.0003413564,0.0002178656,0.000333659,0.0002420625,0.0004040955,0.0005002832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925193,"about_ca_system_score_gemma":0.0001925015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727271,"about_ca_topic_score_gemma":0.003670188,"domain_scores_codex":[0.9992847,0.000346728,0.00005836017,0.0001052773,0.0001367194,0.000068255],"domain_scores_gemma":[0.9922234,0.004680358,0.001579323,0.0003550001,0.0005893264,0.0005726409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002522106,0.0003891244,0.99077,0.00003060362,0.0001850772,0.0000497574,0.000119686,0.000553951,0.001692989,0.00006100999,0.00008263961,0.005812899],"study_design_scores_gemma":[0.000002876573,0.0003440051,0.9982054,0.000003539778,0.00003038124,0.00005852765,0.00008574437,0.0007666004,0.000189825,0.00005926303,0.0002479927,0.000005731649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979037,0.0001950896,0.0003594545,0.00004132629,0.000006700537,0.00001393708,0.00009306248,0.00001152655,0.001375339],"genre_scores_gemma":[0.9989325,0.00009726555,0.0002439832,0.00001305948,0.000004340186,0.000009644031,0.0001347918,0.000005385884,0.0005590119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003140648,"threshold_uncertainty_score":0.01050657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07260154297089738,"score_gpt":0.2356378406208243,"score_spread":0.1630362976499269,"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."}}