{"id":"W7115003649","doi":"10.21949/z5hx-1h50","title":"Early Estimate of Motor Vehicle Traffic Fatalities for The First 9 Months (January–September) of 2025 [Traffic Safety Facts]","year":2025,"lang":"en","type":"article","venue":"ROSA P","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Motor vehicle crash; Table (database); Vehicle miles of travel; Statistical analysis; Road traffic; Poison control","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001626253,0.0002039172,0.000353247,0.00008483242,0.000137135,0.00001730217,0.0003118746,0.0001223196,0.00002989511],"category_scores_gemma":[0.00002948624,0.0001587258,0.0002076649,0.0002290528,0.000117625,0.0001004676,0.00004123373,0.0001355225,0.00001220544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000451138,"about_ca_system_score_gemma":0.00004524796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002487137,"about_ca_topic_score_gemma":0.00009817533,"domain_scores_codex":[0.9988884,0.00001318086,0.000470857,0.0001750248,0.0001538688,0.0002986746],"domain_scores_gemma":[0.9990808,0.0003930931,0.00006619099,0.0003583379,0.00005996997,0.00004161198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000168941,0.00007533486,0.00046885,0.0009432533,0.000295309,0.000001284081,0.001396495,0.9602379,0.0003278443,0.001298321,0.01288518,0.02190133],"study_design_scores_gemma":[0.00248161,0.0002223275,0.1523441,0.0005075161,0.0002937785,0.000001841121,0.001021732,0.7422397,0.005326297,0.00008528597,0.09493263,0.0005431279],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849522,0.002678554,0.006594006,0.0002953366,0.0007380976,0.0008731956,0.0009328735,0.0003552545,0.002580511],"genre_scores_gemma":[0.9980373,0.0001291233,0.0005099629,0.00001684149,0.00004232265,0.00004861492,0.00002594554,0.00002706606,0.001162858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2179981,"threshold_uncertainty_score":0.6472652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008404001593387818,"score_gpt":0.2265743509935632,"score_spread":0.2181703494001754,"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."}}