{"id":"W7098198658","doi":"","title":"ANALYTICAL EMISSION MODELS FOR SIGNALISED ARTERIALS","year":2015,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Regression analysis; Linear regression; Regression; Traverse; Mathematical model; Pollutant; Ranging; Field (mathematics); 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":[0.001429008,0.001114004,0.0008604763,0.001378041,0.0004901444,0.0013969,0.002381711,0.001902167,0.009048814],"category_scores_gemma":[0.004751369,0.000812593,0.00152807,0.001429711,0.001044746,0.001494635,0.001237804,0.001550803,0.001533393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00269094,"about_ca_system_score_gemma":0.001436193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03234372,"about_ca_topic_score_gemma":0.01454769,"domain_scores_codex":[0.9994393,0.0001821777,0.0000238606,0.0001316613,0.0001079912,0.0001150723],"domain_scores_gemma":[0.9981338,0.001059237,0.0002271483,0.00005303444,0.0004698714,0.00005684027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001114895,0.00002066364,0.0004272466,0.0000222189,0.00001061172,0.00004383533,0.00003424376,0.9812533,0.0001879115,0.01609986,0.0003673691,0.00152158],"study_design_scores_gemma":[0.000004563521,0.000005239103,0.0001273168,0.000005038199,0.000006324798,0.000009915057,0.00001017987,0.995069,0.00006068179,0.00422197,0.000475229,0.00000439728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1658533,0.001585241,0.7913229,0.001462398,0.0001697048,0.000162185,0.00169314,0.0007299577,0.03702103],"genre_scores_gemma":[0.9236901,0.001271405,0.02419518,0.0001206359,0.00009991909,0.00027651,0.00118178,0.0001707999,0.04899371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03234372,"threshold_uncertainty_score":0.06431091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2168891878940532,"score_gpt":0.2622037536670336,"score_spread":0.04531456577298043,"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."}}