{"id":"W2796401216","doi":"10.1139/tcsme-2015-0035","title":"THE EQUATION DERIVATION AND ANALYSIS OF MESHING EFFICIENCY FOR A STRAIGHT SPUR GEAR PAIR","year":2015,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Involute; Pinion; Spur; Spur gear; Mathematics; Structural engineering; Geometry; Engineering; Control theory (sociology); Mechanical engineering; Computer science","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":[0.0003984103,0.00007931285,0.0001548152,0.00007761653,0.0001550399,0.00002370096,0.0001340884,0.00007549907,0.000001922165],"category_scores_gemma":[0.00005796666,0.00006243519,0.0004293504,0.0005161323,0.00002050059,0.00004867483,0.000002960725,0.00008361735,4.235768e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403332,"about_ca_system_score_gemma":0.00005812793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001708096,"about_ca_topic_score_gemma":0.01291047,"domain_scores_codex":[0.9994228,0.000004638883,0.0002032008,0.00008536621,0.0001142542,0.0001697158],"domain_scores_gemma":[0.9994939,0.0001327897,0.00003295799,0.0001541612,0.0000908858,0.00009531899],"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":[0.000002015634,0.000003954302,0.000008101838,0.00004613395,0.0006680613,9.442061e-9,0.0003117636,0.9919237,0.002180849,0.003224219,0.00002493311,0.001606228],"study_design_scores_gemma":[0.0001534576,0.00001852345,0.0001140473,0.00001047047,0.0006744732,2.07029e-7,0.0001453469,0.9964492,0.0017681,0.0001906356,0.000408377,0.00006721029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04057304,0.0001036322,0.9586055,0.000247863,0.0001198086,0.0002081348,0.0001072952,0.00002676726,0.000008000487],"genre_scores_gemma":[0.9905587,0.00001141057,0.009334181,0.000007581329,0.00001028485,0.00002644395,0.00001269585,0.00001512834,0.00002357964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9499856,"threshold_uncertainty_score":0.7204344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651815357074965,"score_gpt":0.203309529237204,"score_spread":0.1867913756664544,"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."}}