{"id":"W6992821067","doi":"","title":"Methodologies for estimating and characterizing truck volumes on rural highways","year":2004,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Transport Systems and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truck; Traffic volume; Estimation; Volume (thermodynamics); Commercial vehicle","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":[0.002243029,0.0009596208,0.0005440823,0.005513545,0.0005361284,0.002080913,0.001052641,0.0005492218,0.001050938],"category_scores_gemma":[0.006212578,0.0006650377,0.0006723612,0.004027171,0.0004915299,0.001175451,0.0009420579,0.0006369016,0.0003908058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234554,"about_ca_system_score_gemma":0.001657854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01684758,"about_ca_topic_score_gemma":0.01867336,"domain_scores_codex":[0.9983332,0.0005455349,0.0001154782,0.000286976,0.0006271044,0.0000918341],"domain_scores_gemma":[0.9973897,0.001183285,0.0004640657,0.0001899885,0.0007320013,0.00004085245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004966455,0.0001685952,0.03550821,0.0005818605,0.0001930063,0.0001155344,0.001029423,0.3114522,0.006966625,0.03069856,0.002166591,0.6110697],"study_design_scores_gemma":[0.00004405345,0.0002427823,0.04194736,0.0002668978,0.0001390628,0.0003344748,0.002061089,0.8552913,0.0149609,0.05354437,0.0310541,0.0001135626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01813577,0.0006054452,0.9771103,0.00005598408,0.00001247368,0.0002544593,0.0004690674,0.0002778968,0.00307857],"genre_scores_gemma":[0.1988691,0.001753668,0.7945537,0.00003639379,0.00003902545,0.0005173457,0.001176321,0.00007330431,0.002981064],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01684758,"threshold_uncertainty_score":0.03349906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169518572825136,"score_gpt":0.2181415484924179,"score_spread":0.1964463627641666,"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."}}