{"id":"W7100270437","doi":"","title":"Characteristics: Experimental Resultsand Comparisons BY FRANCIS 1?D. NAVIN","year":2014,"lang":"en","type":"article","venue":"","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Range (aeronautics); Work (physics); Traffic flow (computer networking); Flow (mathematics); Series (stratigraphy); Road traffic","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":[0.001703944,0.0005763164,0.0005266477,0.001499524,0.001261144,0.0008037309,0.001088861,0.001344615,0.009363844],"category_scores_gemma":[0.00438262,0.0004105242,0.0004031734,0.001760574,0.000893029,0.001931775,0.000866532,0.0004367832,0.003936959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205507,"about_ca_system_score_gemma":0.0004157024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007125962,"about_ca_topic_score_gemma":0.006088674,"domain_scores_codex":[0.9971867,0.0007050738,0.0001454167,0.0005797677,0.001232099,0.0001509181],"domain_scores_gemma":[0.9979426,0.0006986619,0.0001243192,0.0003275024,0.0008581951,0.00004868335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005750861,0.003443753,0.02414491,0.001298934,0.00007324317,0.0003267362,0.00190139,0.006639385,0.4476342,0.006117155,0.01945959,0.4832098],"study_design_scores_gemma":[0.0001747415,0.01076865,0.09555391,0.0004279662,0.0001441298,0.0009256404,0.002466313,0.0140832,0.757122,0.002895335,0.1150373,0.0004008923],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8402492,0.02066827,0.0750346,0.001438531,0.001094599,0.001331365,0.004040281,0.0008368292,0.05530625],"genre_scores_gemma":[0.9268545,0.007381706,0.03444292,0.0004357275,0.0001783685,0.0006034249,0.002403244,0.0003676314,0.02733248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009363844,"threshold_uncertainty_score":0.03132516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005833759415705023,"score_gpt":0.2030746767075547,"score_spread":0.1972409172918497,"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."}}