{"id":"W615506204","doi":"","title":"ROAD SAFETY AND WEATHER INFORMATION. IN: WEATHER AND TRANSPORTATION IN CANADA","year":2003,"lang":"en","type":"article","venue":"","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extreme weather; Adverse weather; Hazard; Crash; Surface weather observation; Transport engineering; Environmental science; Weather forecasting; Climate change; Meteorology; Computer science; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007007986,0.0004782107,0.0003907631,0.002203825,0.004096148,0.003332283,0.0009924255,0.001263694,0.03854521],"category_scores_gemma":[0.00295269,0.0003178719,0.0003184735,0.007430268,0.0009848427,0.001623518,0.001426191,0.001319726,0.00262276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0389192,"about_ca_system_score_gemma":0.134367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968122,"about_ca_topic_score_gemma":0.9985814,"domain_scores_codex":[0.9988365,0.00006388943,0.00006630905,0.00007212132,0.00058469,0.0003765794],"domain_scores_gemma":[0.9960397,0.0001718181,0.0002048646,0.0000357909,0.002444208,0.00110364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001009761,0.00007179834,0.09983228,0.0008376464,0.00004238054,0.0003703796,0.003044178,0.0007037899,0.0002228937,0.007066263,0.732199,0.1555084],"study_design_scores_gemma":[0.00002035346,0.00002557648,0.4060695,0.0007607113,0.00004732871,0.0002177829,0.006595229,0.0004524525,0.0001183971,0.000920913,0.5847161,0.00005570276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.07484284,0.310735,0.001430473,0.2626592,0.01740396,0.0002496844,0.07460432,0.0003856838,0.257689],"genre_scores_gemma":[0.4238034,0.2086656,0.00175242,0.01146509,0.002581757,0.0001382759,0.02325309,0.0002114494,0.3281289],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0389192,"threshold_uncertainty_score":0.2823799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002456629426910547,"score_gpt":0.1486646047237979,"score_spread":0.1462079752968874,"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."}}