{"id":"W1964201215","doi":"10.3141/2148-13","title":"Fatality Risk of Intersection Crashes on Rural Undivided Highways in Alberta, Canada","year":2010,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Traffic and Road Safety","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Intersection (aeronautics); Transport engineering; Case fatality rate; Logistic regression; Crash; Logit; Engineering; Demography; Statistics; Geography; Mathematics; Computer science; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005677644,0.0004832784,0.0003714722,0.002069605,0.001520646,0.0009766984,0.00146118,0.0003059804,0.001925693],"category_scores_gemma":[0.002003171,0.0003348875,0.0005216147,0.002690317,0.0005238256,0.0002838566,0.0007928855,0.0004726526,0.0002523349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01696008,"about_ca_system_score_gemma":0.02004009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949249,"about_ca_topic_score_gemma":0.9965574,"domain_scores_codex":[0.9994272,0.00004655752,0.00003974039,0.00008377917,0.0002474719,0.0001552049],"domain_scores_gemma":[0.9985358,0.0001235493,0.0002492256,0.00003767738,0.0008223813,0.0002313579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007910472,0.00003822738,0.9924437,0.00003093511,0.00003795248,0.0001835874,0.0003221438,0.001071328,0.0001247444,0.0001363643,0.001205299,0.004326497],"study_design_scores_gemma":[0.000008138798,0.00002853712,0.9960218,0.00002978627,0.00002653957,0.00008551064,0.00118972,0.001795403,0.00005236995,0.00004199432,0.000705776,0.00001445004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918261,0.0006132345,0.0002445899,0.0001584555,0.00001153126,0.00004890407,0.003818285,0.00003284758,0.003246022],"genre_scores_gemma":[0.9933444,0.0007078695,0.000340584,0.00002723801,0.000004140012,0.00001602062,0.003228375,0.000006885877,0.002324537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01696008,"threshold_uncertainty_score":0.1230546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734650075578992,"score_gpt":0.2982225195407366,"score_spread":0.2708760187849467,"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."}}