{"id":"W4412099917","doi":"10.18280/rcma.350306","title":"Influence of Diagonal Groove Width on Stress Distribution and Deformation Behavior of Automotive Clutch Friction Discs","year":2025,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Powder Metallurgy Techniques and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clutch; Diagonal; Groove (engineering); Materials science; Automotive industry; Deformation (meteorology); Stress (linguistics); Structural engineering; Mechanics; Composite material; Geometry; Engineering; Mechanical engineering; Metallurgy; Physics; Mathematics; Thermodynamics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003077706,0.0002937875,0.0005233635,0.0001668513,0.00009626969,0.00005606488,0.0001531033,0.0002070621,0.0000193654],"category_scores_gemma":[0.0001104305,0.000289823,0.0001085261,0.0002705246,0.0002840285,0.0005299437,0.0001136756,0.0001852351,0.0000052858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002645967,"about_ca_system_score_gemma":0.00003321377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003033469,"about_ca_topic_score_gemma":0.00004095941,"domain_scores_codex":[0.9984685,0.0001501451,0.0006994623,0.0002408479,0.0001563187,0.0002847246],"domain_scores_gemma":[0.9989102,0.0001993002,0.0002811984,0.0002661189,0.0002710439,0.00007217351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003111283,0.001208752,0.02578313,0.01870391,0.0004668946,0.00002616107,0.003343704,0.5545827,0.2026454,0.1463159,0.0001812671,0.04643101],"study_design_scores_gemma":[0.0007468201,0.0005516344,0.3895226,0.007700965,0.0005605764,0.00005727151,0.00009310184,0.03576696,0.5505557,0.0132452,0.0007066038,0.0004925754],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8397661,0.001180141,0.1568015,0.0000793865,0.0003196869,0.0004554419,0.0009784547,0.000105017,0.0003142455],"genre_scores_gemma":[0.9805253,0.00237019,0.01651144,0.00001391118,0.00003508645,0.00006573829,0.0003240673,0.00002625915,0.0001280333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5188158,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004411290707457,"score_gpt":0.2721518731397957,"score_spread":0.2521077602327211,"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."}}