{"id":"W2800286148","doi":"10.1139/tcsme-2013-0098","title":"TRANSIENT THERMO-STRESS FIELD OF BRAKE SHOE DURING MINE HOIST EMERGENCY BRAKING","year":2013,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Brake Systems and Friction Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Hoist (device); Brake; Finite element method; Disc brake; Brake shoe; Structural engineering; Stress (linguistics); Transient (computer programming); Stress field; Automotive engineering; Hydraulic brake; Engineering; Materials science; Mechanics; Computer science; Physics","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":[0.00008671293,0.0001601687,0.0002530782,0.00007727119,0.0001402075,0.00001242339,0.0002350731,0.000156946,0.0003705182],"category_scores_gemma":[0.0000109636,0.0001467509,0.0008283817,0.0003837947,0.00001461896,0.0001013954,0.000003244834,0.0001991064,0.000001314469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359052,"about_ca_system_score_gemma":0.00002984926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01388648,"about_ca_topic_score_gemma":0.02394505,"domain_scores_codex":[0.9990003,0.000006111501,0.0004141895,0.0001344947,0.0001457639,0.0002991832],"domain_scores_gemma":[0.9993995,0.0000366761,0.00004507485,0.0002762575,0.00007213025,0.0001703569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004285564,0.00004199234,0.00005313179,0.001433524,0.001216514,3.325407e-7,0.001273073,0.7706541,0.220013,0.001467411,0.0007548413,0.003087808],"study_design_scores_gemma":[0.0007232145,0.00005738599,0.002074263,0.0002653681,0.000373829,0.00001042723,0.0007254406,0.8310379,0.1621099,0.00006611098,0.001985025,0.0005711052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3446895,0.0005094276,0.650094,0.0009036348,0.00181311,0.000964551,0.0002980079,0.0002218871,0.0005058763],"genre_scores_gemma":[0.9982948,0.00003527716,0.001310335,0.0000147164,0.00005007792,0.00006899168,0.000003006834,0.00004013093,0.000182666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6536053,"threshold_uncertainty_score":0.9938654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006324578458123418,"score_gpt":0.1834779475220817,"score_spread":0.1771533690639583,"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."}}