{"id":"W1488639404","doi":"10.14207/ejsd.2013.v2n4p51","title":"On Determination of Pollution in Urban Junction, Caused by Vehicles","year":2013,"lang":"en","type":"article","venue":"European Journal of Sustainable Development","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Pollution; Roundabout; Environmental science; Heavy duty; Environmental engineering; Automotive engineering; Transport engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002831557,0.0004463179,0.0003633817,0.001554217,0.0005451049,0.0007394032,0.0004481291,0.0004209878,0.001268709],"category_scores_gemma":[0.0004267899,0.0001690443,0.0004152041,0.001928106,0.0002205109,0.0004986851,0.0005745,0.0001954423,0.0006058418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005417074,"about_ca_system_score_gemma":0.0003439423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005787669,"about_ca_topic_score_gemma":0.009867609,"domain_scores_codex":[0.9991338,0.00008604547,0.00003081928,0.0002124579,0.0004656492,0.0000711718],"domain_scores_gemma":[0.9997438,0.00003319893,0.00005311918,0.00002194493,0.0001345145,0.00001334434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006048662,0.0003030724,0.7722169,0.0007734258,0.0003149702,0.001118759,0.001182256,0.03047791,0.1002886,0.003093883,0.00282336,0.08680198],"study_design_scores_gemma":[0.00001889316,0.0005712956,0.7855309,0.00007461936,0.0002928672,0.0008065916,0.002784338,0.04509586,0.1431647,0.001955261,0.01961723,0.00008731763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582005,0.001328619,0.02357319,0.00004913744,0.00004073563,0.00005534954,0.001793148,0.0002167214,0.0147426],"genre_scores_gemma":[0.991271,0.0004126069,0.00362165,0.0000143553,0.00001036284,0.0000348673,0.001680491,0.00002529548,0.002929445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005787669,"threshold_uncertainty_score":0.01150799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005620369169533134,"score_gpt":0.1818321449111435,"score_spread":0.1762117757416104,"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."}}