{"id":"W2766632954","doi":"10.1115/1.4038303","title":"New Graph Representation for Planetary Gear Trains","year":2017,"lang":"en","type":"article","venue":"Journal of Mechanical Design","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Science Foundation of Hubei Province; Fok Ying Tong Education Foundation; National Natural Science Foundation of China","keywords":"Graph; Line graph; Voltage graph; Computer science; Theoretical computer science; Algorithm; Mathematics","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":[0.0006325837,0.00009931967,0.0002217464,0.000107849,0.0001170844,0.0001111148,0.0004076141,0.0001039246,0.00008054781],"category_scores_gemma":[0.0005968543,0.00008542241,0.0001449941,0.00005298299,0.000009271488,0.0002424539,0.00001581768,0.0002606738,0.00001010264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002491055,"about_ca_system_score_gemma":0.00004889811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005132308,"about_ca_topic_score_gemma":0.000001532746,"domain_scores_codex":[0.999055,0.00003410282,0.0003515766,0.00009028028,0.0002677718,0.0002013189],"domain_scores_gemma":[0.999062,0.0002558974,0.00009324009,0.0002758525,0.00007572612,0.0002372991],"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":[0.0005582834,0.0001045365,0.000004881645,0.0001685197,0.0005090333,0.0001064935,0.0001312113,0.3652072,0.2460287,0.02162734,0.09698818,0.2685657],"study_design_scores_gemma":[0.00188779,0.0007779696,0.0001592382,0.0001100648,0.00006610402,0.00009054703,0.0000221207,0.8844885,0.07589994,0.03276437,0.003490394,0.0002429828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000750384,0.0001251384,0.9978829,0.0003314662,0.0005289266,0.0001701857,0.000004905917,0.00004141177,0.0001646663],"genre_scores_gemma":[0.6680524,0.0003243645,0.3302684,0.0000324202,0.0009594077,0.00001107301,0.00000472656,0.00005198021,0.0002951841],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6676145,"threshold_uncertainty_score":0.3483424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09410884007720662,"score_gpt":0.3193772073446221,"score_spread":0.2252683672674155,"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."}}