{"id":"W1167450375","doi":"","title":"Analysis of emissions from urban transit buses in real life conditions","year":2003,"lang":"en","type":"article","venue":"Journal of KONES Powertrain and Transport","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transit (satellite); Engineering; Environmental science; Dynamometer; Heavy duty; Driving cycle; Bus rapid transit; Automotive engineering; Waste management; Public transport","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":[0.0001735355,0.0001056995,0.00038797,0.0003379332,0.00003132439,0.00000502574,0.00006606909,0.00007642467,0.0003196586],"category_scores_gemma":[0.000009886403,0.00008852387,0.0001606073,0.0004727946,0.000038371,0.0001285606,7.564918e-7,0.0001828469,2.944025e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001014326,"about_ca_system_score_gemma":0.00005347352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004528498,"about_ca_topic_score_gemma":0.0001027132,"domain_scores_codex":[0.9991211,0.00001776064,0.0005237566,0.00007194138,0.0001390419,0.0001264296],"domain_scores_gemma":[0.9995615,0.00005862903,0.00007121146,0.00008922254,0.00004113468,0.0001783293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008089387,0.0002524274,0.9167185,0.0000874231,0.00151874,0.0001356822,0.006499079,0.04586358,0.02714065,0.0006359061,0.0003509542,0.0007161599],"study_design_scores_gemma":[0.0008197761,0.00005665761,0.9911309,0.0001295022,0.0005587157,0.00001418029,0.0005045965,0.003083857,0.001210064,0.00008575187,0.00225368,0.0001522842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961204,0.000877092,0.001154916,0.00006267145,0.00009422398,0.0000325442,0.00009968764,0.00001154849,0.001546903],"genre_scores_gemma":[0.9978936,0.001733654,0.0002805627,0.00002114079,0.00002202615,7.695849e-7,0.00001438037,0.00001040119,0.00002346739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07441244,"threshold_uncertainty_score":0.3609899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131719865869184,"score_gpt":0.2336156406554001,"score_spread":0.2222984419967083,"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."}}