{"id":"W244613270","doi":"","title":"In-Use Measurement of Locomotive Emissions","year":2012,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive engineering; Environmental science; Engineering; Transport engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002643125,0.0001089085,0.0001981053,0.000152256,0.00008136874,0.00000569263,0.0001680089,0.00008382858,0.0003275165],"category_scores_gemma":[0.00002828196,0.0001266529,0.00007926542,0.0002688808,0.00007818622,0.0006103154,0.00005775921,0.0001487421,0.00002951527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291908,"about_ca_system_score_gemma":0.00002629248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001631719,"about_ca_topic_score_gemma":0.0001099373,"domain_scores_codex":[0.9992445,0.00002565471,0.0001342855,0.00009156358,0.0002480088,0.000256024],"domain_scores_gemma":[0.9994652,0.00003584436,0.00005503376,0.0002116591,0.00009239707,0.000139824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001764437,0.0009997358,0.7551473,0.0010199,0.0004955248,0.00002536172,0.03153965,0.02420029,0.008715147,0.16092,0.01588466,0.0008760044],"study_design_scores_gemma":[0.003392115,0.0001908003,0.3946885,0.0006078208,0.0001830931,0.00002260699,0.01333473,0.01241436,0.0008767053,0.5499004,0.02319045,0.001198443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917487,0.0003437574,0.004603323,0.00003488858,0.0001802092,0.00009537469,0.00001519685,0.0000415549,0.002937007],"genre_scores_gemma":[0.9987342,0.00007634778,0.0007900429,0.000006679106,0.00003178253,2.0942e-7,0.000003038137,0.0000113205,0.00034643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3889804,"threshold_uncertainty_score":0.5164753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624479008622498,"score_gpt":0.2121869057387622,"score_spread":0.1859421156525372,"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."}}