{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002475471,0.0001340823,0.0003278102,0.0003813528,0.0003585369,0.00001630676,0.0002901034,0.0001939528,0.000009240737],"category_scores_gemma":[0.00002294035,0.0001909843,0.00008677528,0.0005124045,0.00007075867,0.0001713563,0.000005813401,0.0001475041,0.000005991345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009379505,"about_ca_system_score_gemma":0.0003197829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245483,"about_ca_topic_score_gemma":0.08149324,"domain_scores_codex":[0.9988657,0.0001229419,0.00002869708,0.0002647559,0.00052656,0.0001913506],"domain_scores_gemma":[0.9989786,0.00005077665,0.0004065068,0.0001662717,0.0003098257,0.0000879985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004075052,0.0005400139,0.003642317,0.0003173838,0.0002020143,0.0002531513,0.5351415,0.09430631,0.00008336658,0.003749912,0.354659,0.006697569],"study_design_scores_gemma":[0.0006406123,0.0002254991,0.03987637,0.0002156319,0.0002058437,2.529598e-7,0.5735436,0.00003323196,0.00001051277,0.000001683422,0.3849654,0.0002812758],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977771,0.00004965903,0.0003393196,0.01607047,0.0003157963,0.0003948994,0.00002684023,0.00008428859,0.004947764],"genre_scores_gemma":[0.8055639,0.0000335505,0.001261617,0.000004273263,0.00004571425,5.680314e-7,0.0003157278,0.0000192912,0.1927554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878076,"threshold_uncertainty_score":0.9352671,"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."}}