{"id":"W7162039598","doi":"10.82308/15741","title":"Modelling and control of an electromechanically actuated lubricated frictional system","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Control and Stability of Dynamical Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Manual transmission; Rail transportation; Motion study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001761177,0.0002358697,0.0006163109,0.00008438551,0.00008706711,0.00005473416,0.0001836437,0.000336993,0.00002436382],"category_scores_gemma":[0.00001718273,0.0002151942,0.00009598378,0.00004067859,0.0000092215,0.0001009439,0.00000322957,0.0002205303,0.000003569609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007349057,"about_ca_system_score_gemma":0.00002860915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000380911,"about_ca_topic_score_gemma":0.0003080736,"domain_scores_codex":[0.9988237,0.00003224759,0.0004594671,0.0002539383,0.000221538,0.0002091265],"domain_scores_gemma":[0.9992539,0.00006505252,0.0001367537,0.0002836671,0.0001483013,0.0001123271],"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":[0.001690197,0.0005044313,0.00013206,0.01316279,0.004236769,0.00002989013,0.001292235,0.4480817,0.4299007,0.03321493,0.00007844126,0.06767587],"study_design_scores_gemma":[0.0005508019,0.00008012203,0.0001657124,0.000110645,0.00008992886,0.000004419028,0.00008350574,0.9980376,0.0004170504,0.0001835159,0.00006531735,0.0002113248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6825077,0.001006182,0.2960871,0.0000157523,0.0008331261,0.001022922,0.0001411928,0.0009088216,0.0174772],"genre_scores_gemma":[0.9987395,0.00002046884,0.0001862191,0.000001209388,0.00005892893,0.00003167152,0.00032893,0.00003742793,0.0005955751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.549956,"threshold_uncertainty_score":0.8775366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006390859988998687,"score_gpt":0.1991116377817631,"score_spread":0.1927207777927644,"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."}}