{"id":"W4406212111","doi":"10.1016/j.tsep.2025.103230","title":"Experimental study on temperature rise characteristics and influencing factors of underbody motors in subway trains","year":2025,"lang":"en","type":"article","venue":"Thermal Science and Engineering Progress","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Key Research and Development Program of China; China Academy of Space Technology; Central South University; National Natural Science Foundation of China","keywords":"Train; Automotive engineering; Environmental science; Engineering; Geography; Cartography","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":[0.0002090654,0.0002289968,0.0002509163,0.000224979,0.0004121354,0.0002007864,0.0002485849,0.0002008461,0.001783897],"category_scores_gemma":[0.0004398507,0.000137291,0.0002817325,0.0002745826,0.0002932775,0.0003171046,0.0001515203,0.0002383682,0.0002402531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055312,"about_ca_system_score_gemma":0.0001744154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410549,"about_ca_topic_score_gemma":0.001760235,"domain_scores_codex":[0.9998174,0.00003092676,0.000008724332,0.00005415287,0.00004805161,0.00004073178],"domain_scores_gemma":[0.999519,0.0001576509,0.00006665588,0.00005852156,0.0001536551,0.00004453861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002630194,0.0005728432,0.05143181,0.00008005789,0.00002689096,0.0001674981,0.0008739882,0.001609793,0.9347282,0.0001410893,0.0001199255,0.007617832],"study_design_scores_gemma":[0.00004835219,0.003184231,0.3447176,0.000007269854,0.0001093461,0.0001939076,0.001337452,0.008580432,0.6404697,0.0000957483,0.001218519,0.0000374945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992697,0.00001174688,0.0004461859,0.000002100426,0.000001918591,0.000003819432,0.00003460161,0.000004742887,0.0002252189],"genre_scores_gemma":[0.9994185,0.00001557933,0.0001705796,0.000001815142,0.000002531439,0.000004652257,0.00005706098,0.000004877086,0.0003243719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001783897,"threshold_uncertainty_score":0.005967736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008931947366290837,"score_gpt":0.2628972073065082,"score_spread":0.2539652599402173,"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."}}