{"id":"W2781067819","doi":"10.1007/s11071-017-4003-2","title":"A new dynamic model of a cylindrical gear pair with localized spalling defects","year":2017,"lang":"en","type":"article","venue":"Nonlinear Dynamics","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Spall; Vibration; Structural engineering; Stiffness; Displacement (psychology); Acceleration; Nonlinear system; Eccentricity (behavior); Mechanics; Engineering; Acoustics; Physics; Classical mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002115973,0.0009199958,0.001009978,0.0006736899,0.0004957731,0.0009368757,0.00143308,0.001949804,0.003040888],"category_scores_gemma":[0.0003902527,0.0004403222,0.0006398497,0.0004639255,0.001094046,0.001354967,0.001007234,0.0005730601,0.0007054506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935632,"about_ca_system_score_gemma":0.0005421157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480544,"about_ca_topic_score_gemma":0.001798266,"domain_scores_codex":[0.9998109,0.00003582244,0.000008827552,0.00005490645,0.00006803872,0.00002151374],"domain_scores_gemma":[0.9998729,0.0000216971,0.00003535493,0.00001686788,0.00003350314,0.00001961781],"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":[0.00005393074,0.00005392569,0.0006460955,0.0001048613,0.000032904,0.0009724949,0.0001396522,0.9095491,0.01425458,0.0650064,0.001121787,0.008064208],"study_design_scores_gemma":[0.00000604998,0.00002312394,0.0001473134,0.000003297031,0.000005591956,0.00009483095,0.00001835514,0.9959881,0.000307634,0.002494351,0.0009005873,0.00001076554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09427755,0.0005353964,0.8682647,0.0005284178,0.0002860085,0.00007932472,0.0002395422,0.0003593356,0.03542969],"genre_scores_gemma":[0.9521822,0.0005098406,0.02451207,0.0001034032,0.00008565548,0.0001294877,0.0001390606,0.00006719836,0.02227114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003040888,"threshold_uncertainty_score":0.01017278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068070379224937,"score_gpt":0.2256736901739123,"score_spread":0.2149929863816629,"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."}}