{"id":"W2008589853","doi":"10.1016/j.jsr.2005.03.005","title":"Is road rage increasing? Results of a repeated survey","year":2005,"lang":"en","type":"article","venue":"Journal of Safety Research","topic":"Traffic and Road Safety","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Rage (emotion); Logistic regression; Demography; Odds; Medicine; Population; Injury prevention; Poison control; Odds ratio; Telephone survey; Suicide prevention; Human factors and ergonomics; Psychology; Geography; Environmental health; Social psychology; Internal medicine; Advertising; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01063948,0.0004892428,0.0008868584,0.001475199,0.000901723,0.001504608,0.0008726481,0.002391138,0.002239229],"category_scores_gemma":[0.03935357,0.0006385384,0.00143668,0.001279624,0.0008908937,0.001466287,0.001241053,0.001751504,0.001226437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009174537,"about_ca_system_score_gemma":0.001226351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120776,"about_ca_topic_score_gemma":0.008250334,"domain_scores_codex":[0.991343,0.004878455,0.0006759703,0.0008006669,0.001441027,0.0008607759],"domain_scores_gemma":[0.954834,0.02208234,0.008943201,0.005067852,0.007444222,0.001628341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003843905,0.001022696,0.980202,0.00007724357,0.0002033506,0.0001620119,0.008097014,0.00009143433,0.0006388355,0.00008037164,0.0007394279,0.008301232],"study_design_scores_gemma":[0.00002321054,0.001058074,0.9895719,0.00002153731,0.0001049604,0.0001389393,0.007638072,0.0001745478,0.0001820663,0.00004032734,0.001027415,0.00001897573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979345,0.00009902419,0.0002141233,0.0002124385,0.00001818405,0.00009470227,0.0003225251,0.00001142793,0.00109319],"genre_scores_gemma":[0.997772,0.0001313247,0.0002623922,0.0003197209,0.00002795934,0.0002148294,0.0003967912,0.00001082356,0.0008641829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120776,"threshold_uncertainty_score":0.05626756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06028868918119249,"score_gpt":0.3394501578783597,"score_spread":0.2791614686971672,"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."}}