{"id":"W2776339539","doi":"10.1007/s10033-017-0196-z","title":"Spur Gear Tooth Pitting Propagation Assessment Using Model-based Analysis","year":2017,"lang":"en","type":"article","venue":"Chinese Journal of Mechanical Engineering","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Gear tooth; Vibration; Stiffness; Noise (video); Spur gear; Structural engineering; Materials science; Engineering; Acoustics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007145627,0.0002302899,0.0005460395,0.0004472671,0.0001558827,0.0002150256,0.0004216207,0.0001024021,0.00001444366],"category_scores_gemma":[0.0002187286,0.0001866093,0.0004834327,0.0003176691,0.0000107898,0.0003013498,0.00005791561,0.000446665,0.000001050711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791542,"about_ca_system_score_gemma":0.00004460766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001012444,"about_ca_topic_score_gemma":0.000005036959,"domain_scores_codex":[0.9986287,0.00001382235,0.0005624351,0.0001428797,0.0003979139,0.0002541943],"domain_scores_gemma":[0.9989698,0.00004414898,0.0002678689,0.0004047022,0.0001533582,0.0001601421],"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":[0.000003730343,0.00002021615,0.001390942,0.00005059979,0.0005072694,0.00001671922,0.00001537919,0.9527862,0.04457745,0.0001437426,0.00000125571,0.0004864804],"study_design_scores_gemma":[0.0003276222,0.0000235501,0.006086309,0.00006573427,0.0006226286,0.000009463044,0.000004488779,0.9918031,0.0007315427,0.0001259111,0.000004158726,0.0001954565],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.459556,0.00002895536,0.5401201,0.00002122677,0.0001684734,0.00002986096,0.000001613673,0.00003399537,0.00003973128],"genre_scores_gemma":[0.9327466,0.00001129275,0.06700363,0.000006228874,0.0001814254,0.000001208029,0.000002410889,0.0000401718,0.000006951645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4731906,"threshold_uncertainty_score":0.7609707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190074672475266,"score_gpt":0.2610150776296011,"score_spread":0.2491143309048484,"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."}}