{"id":"W2242167610","doi":"","title":"DEVELOPMENT OF A NEW ROAD CLASSIFICATION SYSTEM","year":2000,"lang":"en","type":"article","venue":"ITE 2000 Annual Meeting and ExhibitInstitute of Transportation Engineers (ITE)","topic":"Literature, Language, and Rhetoric Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Geography; Government (linguistics); Regional science; Population; Cartography; Environmental planning; Transport engineering; Engineering; Sociology; Archaeology; Demography","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":[0.000382211,0.0001453486,0.0002537867,0.0001055037,0.000243151,0.00001880049,0.00009032217,0.0001129215,0.00003155857],"category_scores_gemma":[0.00002690832,0.0001375148,0.00006281628,0.0003212894,0.0001061544,0.0002192344,0.000001593425,0.00007981142,0.00000393608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005580564,"about_ca_system_score_gemma":0.0002625883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008857756,"about_ca_topic_score_gemma":0.0004221915,"domain_scores_codex":[0.9986777,0.00003010749,0.000509996,0.0002105447,0.0003494378,0.0002222019],"domain_scores_gemma":[0.9994624,0.00003219261,0.0001458613,0.00008703784,0.0001513696,0.0001211702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009927517,0.00008017305,0.001923464,0.0005754879,0.0001411804,0.00001036387,0.866318,0.001147161,0.001139654,0.0155398,0.0007852113,0.1122402],"study_design_scores_gemma":[0.002837699,0.0001225332,0.1033512,0.002963891,0.0003224282,0.000005419194,0.3248202,0.0004492082,0.00480322,0.00004046499,0.5590537,0.001230069],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688947,0.001743343,0.0004026522,0.0001309257,0.0003204458,0.0002165177,0.00008928599,0.0001185684,0.0280836],"genre_scores_gemma":[0.9913679,0.000194828,0.006401422,0.00002027483,0.0002028712,0.000007775553,0.00007020702,0.00001061304,0.00172407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5582685,"threshold_uncertainty_score":0.5607692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336087267698705,"score_gpt":0.249318083733497,"score_spread":0.2359572110565099,"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."}}