{"id":"W1990288287","doi":"10.1115/jrc2010-36014","title":"High Speed Locomotive Development: A European Experience","year":2010,"lang":"en","type":"article","venue":"","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Propulsion; Axle; Unit (ring theory); Engineering; Automotive engineering; Power (physics); Aeronautics; Diesel locomotive; Transport engineering; Computer science; Mechanical engineering; Aerospace engineering; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007639251,0.0001033627,0.00008055568,0.00003851653,0.00004693252,0.00003150525,0.0001530538,0.00002797139,0.0002680073],"category_scores_gemma":[0.000005279967,0.00008737118,0.00001663275,0.0001029865,0.00002334811,0.00007440602,0.00001906876,0.0001001,0.0003785389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001088166,"about_ca_system_score_gemma":0.000005661396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001736288,"about_ca_topic_score_gemma":0.00004600217,"domain_scores_codex":[0.9994695,0.00000638006,0.0001471544,0.000104063,0.00008778179,0.0001851294],"domain_scores_gemma":[0.9997445,0.000007000589,0.000007901806,0.0001524607,0.00001596273,0.00007215051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005879608,0.0001471886,0.002533988,0.0001432595,0.0001201766,0.0001529247,0.04010942,0.1520905,0.6310555,0.01448256,0.01019197,0.1489666],"study_design_scores_gemma":[0.0007373331,0.00003720467,0.04603304,0.00005150981,0.000005246724,0.00005730916,0.001272594,0.05209832,0.3639916,0.00003170596,0.5344006,0.001283581],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8396236,0.0000140215,0.00318718,0.000003786118,0.0008737073,0.00003617698,3.028682e-7,0.000444481,0.1558168],"genre_scores_gemma":[0.9959691,0.000002420263,0.002323874,0.00001433503,0.00009884783,0.000003186095,0.000001697761,0.00002461147,0.001561999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5242086,"threshold_uncertainty_score":0.4865477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006256153876635018,"score_gpt":0.1808918193731474,"score_spread":0.1746356654965124,"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."}}