{"id":"W2969047782","doi":"10.1177/1350650119869450","title":"Influences of the uneven contact pressure and the initial temperature on the hot judder behavior in a multi-disc clutch","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part J Journal of Engineering Tribology","topic":"Brake Systems and Friction Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Clutch; Materials science; Thermal; Test bench; Torque; Dissipation; Mechanics; Thermal management of electronic devices and systems; Mechanical engineering; Engineering; Thermodynamics; Physics","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":[0.0009120517,0.0001808158,0.0005268715,0.0001520199,0.00004248779,0.00001432615,0.0005010748,0.0001905146,0.00001277686],"category_scores_gemma":[0.0005210903,0.00008457498,0.0002601216,0.0004546601,0.0001208629,0.0001374274,0.00006357214,0.0007023135,3.873295e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002870268,"about_ca_system_score_gemma":0.00003521256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001565813,"about_ca_topic_score_gemma":0.00000394422,"domain_scores_codex":[0.9986236,0.00003233187,0.0007552368,0.0001050154,0.0003140249,0.0001697623],"domain_scores_gemma":[0.9990507,0.0002017969,0.0003518444,0.0001466589,0.00020847,0.00004056555],"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":[0.000400704,0.0001503749,0.002029782,0.0005117587,0.0008748493,0.000001635389,0.001188628,0.6560377,0.2415884,0.09677356,0.0003189724,0.0001235823],"study_design_scores_gemma":[0.01987154,0.001238508,0.09570616,0.004789237,0.00279514,0.0006608966,0.003732516,0.4909568,0.3689168,0.00053822,0.009510353,0.001283818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968718,0.0006132658,0.000312397,0.0005822698,0.001100181,0.0004293308,0.00001310027,0.00001505071,0.0000626498],"genre_scores_gemma":[0.9996746,0.00007782568,0.0001068618,0.00002621768,0.00006662232,0.00001471137,2.302627e-7,0.00001330266,0.00001962377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165081,"threshold_uncertainty_score":0.3448867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481442999008281,"score_gpt":0.2312498203079179,"score_spread":0.2164353903178351,"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."}}