{"id":"W4408897145","doi":"10.18280/jesa.580206","title":"Finite Element Analysis of Stress Relief in Teeth of Spur Gear by Varying Key Shaft’s Size and Location","year":2025,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spur gear; Finite element method; Spur; Stress relief; Key (lock); Stress (linguistics); Structural engineering; Engineering; Materials science; Computer science; Composite material","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":[0.000487515,0.0001323007,0.0004338152,0.0004409186,0.00005076505,0.00004399769,0.0001294073,0.00005806851,0.00008939358],"category_scores_gemma":[0.000213971,0.0001235633,0.00006376511,0.0008836719,0.00003501013,0.000181945,0.00004488708,0.0001294399,0.000001412461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007397462,"about_ca_system_score_gemma":0.00003150382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008058975,"about_ca_topic_score_gemma":0.00003364369,"domain_scores_codex":[0.9986946,0.00009241608,0.0007518619,0.0001065682,0.0001810464,0.0001734946],"domain_scores_gemma":[0.9993431,0.0001641608,0.000206017,0.0001404351,0.00009975271,0.00004652584],"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":[0.00008491516,0.0001835,0.02292791,0.004616417,0.003127225,0.00003996539,0.002979205,0.760765,0.1078808,0.001913779,0.0004982479,0.09498315],"study_design_scores_gemma":[0.0008456166,0.00009580568,0.4227813,0.001839946,0.0007711114,0.00001468198,0.0002001383,0.5501633,0.02186527,0.0007159839,0.0004399459,0.0002669191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795278,0.002165595,0.01661605,0.00002052255,0.0002064956,0.0001117478,0.00002458403,0.00004798871,0.001279206],"genre_scores_gemma":[0.9965824,0.0008378264,0.002372647,0.00001019593,0.00001461271,0.000003368831,0.00000683935,0.00001449647,0.0001575939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3998534,"threshold_uncertainty_score":0.5038766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008697733730445313,"score_gpt":0.233994281155041,"score_spread":0.2252965474245957,"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."}}