{"id":"W6966547049","doi":"10.48336/qk01-w924","title":"Dynamics of planetary gear trains with consideration of moving force effect and ring flexibility","year":2023,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Floquet theory; Instability; Deflection (physics); Vibration; Stiffness; Train; Parametric statistics; Spectral density; Ring (chemistry)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007162295,0.0001655997,0.0003873365,0.0009252829,0.0003544156,0.00003464804,0.0002940956,0.0001593909,0.000007347063],"category_scores_gemma":[0.00007233241,0.0001851587,0.0001051514,0.001335414,0.0003642662,0.0002915492,0.0001989304,0.0003690626,0.000003096849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257722,"about_ca_system_score_gemma":0.000156678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270012,"about_ca_topic_score_gemma":0.0009143006,"domain_scores_codex":[0.9983307,0.0003141476,0.0001766908,0.0003325168,0.0005005207,0.0003454672],"domain_scores_gemma":[0.9987549,0.0004734509,0.00006851609,0.0003225569,0.000233833,0.0001467656],"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":[0.01121856,0.0003374989,0.08982342,0.004370531,0.003503746,0.004990275,0.005057062,0.5463567,0.2934727,0.03601551,0.0006646814,0.004189289],"study_design_scores_gemma":[0.008132889,0.001998869,0.02020617,0.0003597528,0.0007369492,0.00004897804,0.007465045,0.9189772,0.03982279,0.0005111395,0.000770802,0.0009694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896469,0.000008483823,0.0004930103,0.00002183551,0.0004751433,0.0002759062,0.00004333508,0.0001427642,0.00889261],"genre_scores_gemma":[0.9981285,0.00004171627,0.0001928757,2.724028e-7,0.0001922901,1.035847e-7,0.00004610595,0.00001715041,0.001380971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3726205,"threshold_uncertainty_score":0.7550553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543130122880076,"score_gpt":0.2226883788763879,"score_spread":0.2072570776475871,"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."}}