{"id":"W2140638370","doi":"10.5539/mer.v3n1p170","title":"Design analysis of Hub, Rim and Drum in Brake Assembly","year":2013,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brake; Drum; Automotive engineering; Torque; Electronic brakeforce distribution; Hydraulic brake; Axle; Transient (computer programming); Engineering; Brake pad; Power (physics); Dynamic braking; Structural engineering; Computer science; Mechanical engineering","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":[0.001851407,0.0001993399,0.000481934,0.001744828,0.00004087696,0.00008429549,0.0003571895,0.000213533,0.0002369724],"category_scores_gemma":[0.0006807219,0.0001980349,0.00008669233,0.003483298,0.00003637222,0.0002400274,0.0001474085,0.0008427721,0.00004589626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030011,"about_ca_system_score_gemma":0.00002929227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001290101,"about_ca_topic_score_gemma":0.00001025279,"domain_scores_codex":[0.9976329,0.0001194723,0.0004765238,0.0003310468,0.0006695746,0.0007705435],"domain_scores_gemma":[0.9980459,0.001057619,0.00001336963,0.0004373826,0.0001522536,0.0002934936],"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":[0.000007557604,0.00005730467,0.0000268145,0.0001744967,0.0002604986,0.000008398889,0.00006606254,0.7364586,0.2501131,0.00742676,0.000180031,0.005220346],"study_design_scores_gemma":[0.0002238523,0.00008708379,0.001444539,0.00004639277,0.00002353035,0.000001513802,0.00002570745,0.9709965,0.02659615,0.0002561765,0.000117949,0.0001806329],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3554861,0.0004668324,0.6423187,0.0001998075,0.0001175548,0.0007221858,0.000008049679,0.0003492804,0.0003315177],"genre_scores_gemma":[0.9909393,0.000148326,0.008553019,0.000005005129,0.00002803003,0.0001900288,0.000006768399,0.0000521888,0.00007736211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6354532,"threshold_uncertainty_score":0.8075629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05448122906227131,"score_gpt":0.311252850025006,"score_spread":0.2567716209627346,"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."}}