{"id":"W586865191","doi":"","title":"Study of highway traffic peaking due to statutory holidays.","year":2006,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Faculty of Graduate Studies and Research, University of Regina; University of Regina","keywords":"Statutory law; Transport engineering; Road traffic; Engineering; Forensic engineering; Business; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006789775,0.0002995861,0.0004167016,0.0009267362,0.0003160603,0.0006382022,0.0006430666,0.0005031531,0.003555116],"category_scores_gemma":[0.00229068,0.0001950456,0.0006614761,0.001072121,0.0002544769,0.0004407403,0.0004068707,0.0006460857,0.0003244588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008411542,"about_ca_system_score_gemma":0.0006089912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03625851,"about_ca_topic_score_gemma":0.02847293,"domain_scores_codex":[0.9997043,0.00008197565,0.00001184091,0.00004778105,0.00003571953,0.0001183852],"domain_scores_gemma":[0.9986144,0.0007862305,0.0001641063,0.00005807703,0.0001566301,0.0002204338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004537411,0.001660941,0.5247574,0.0005975639,0.001659248,0.00404023,0.001187024,0.3626361,0.008378357,0.01736692,0.02414156,0.04903716],"study_design_scores_gemma":[0.00005000752,0.0006386109,0.6974773,0.00004758377,0.0003229161,0.0004756333,0.002811113,0.2882597,0.001933258,0.003247188,0.004681078,0.00005559425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920717,0.0003244586,0.002181802,0.0001933782,0.0000473866,0.00002820439,0.001664597,0.00003126124,0.003457229],"genre_scores_gemma":[0.9976614,0.0001124115,0.000308592,0.00001032249,0.00002686029,0.00001065323,0.0009118813,0.00001053213,0.0009473579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9637415,"threshold_uncertainty_score":0.07209492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342776125152832,"score_gpt":0.2479760701357696,"score_spread":0.2345483088842412,"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."}}