{"id":"W2047970891","doi":"10.1016/j.aap.2012.10.021","title":"Comparison of crashes during public holidays and regular weekends","year":2012,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Publicity; Enforcement; Poison control; Advertising; Injury prevention; Suicide prevention; Crash; Law enforcement; Human factors and ergonomics; Occupational safety and health; Business; Environmental health; Computer security; Medicine; Political science; Marketing; Computer science; Law","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":[0.0005408466,0.0004953848,0.0006672086,0.003196066,0.0008565672,0.001049547,0.0007403526,0.0007326409,0.005264856],"category_scores_gemma":[0.002505617,0.0002940317,0.001305428,0.001644785,0.0002846292,0.0007090965,0.0008772538,0.0004322292,0.0007668323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007699354,"about_ca_system_score_gemma":0.0005377352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03134551,"about_ca_topic_score_gemma":0.06426883,"domain_scores_codex":[0.9993083,0.00009242177,0.00008283417,0.0001119181,0.0001558543,0.0002487568],"domain_scores_gemma":[0.9972531,0.0005583188,0.0006899161,0.0001413859,0.0007642307,0.000593108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005298815,0.0002207132,0.983116,0.00009236918,0.0004690528,0.0003223482,0.0008137529,0.0002404256,0.001241232,0.00006257926,0.000705419,0.007417403],"study_design_scores_gemma":[0.000004662786,0.00013969,0.9988245,0.00000497181,0.00002968711,0.00005906815,0.0006959256,0.00004921445,0.0000604925,0.000006701976,0.0001204552,0.000004417881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971871,0.0002096375,0.00004074665,0.00001741118,0.00001902003,0.00001174342,0.001282256,0.00001004239,0.001222101],"genre_scores_gemma":[0.9969541,0.0001458935,0.00003362956,0.000009238443,0.00002423901,0.00001183108,0.002043585,0.000009178778,0.0007683025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03134551,"threshold_uncertainty_score":0.06232613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217514883035574,"score_gpt":0.2884979111524876,"score_spread":0.2663227623221319,"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."}}