{"id":"W7162027664","doi":"10.82308/52227","title":"The parameter identification of a novel speed reducer /","year":2002,"lang":"en","type":"dissertation","venue":"","topic":"Mechanical Engineering and Vibrations Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Backlash; Testbed; Reducer; Mechanical transmission; Identification (biology); Stiffness; Power transmission; Grippers; Machine tool; Energy (signal processing)","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":[0.0001552339,0.0001194126,0.000133512,0.00009016042,0.00004805566,0.00005631978,0.0002085229,0.0001549876,0.0001555522],"category_scores_gemma":[0.0001703908,0.00008698819,0.00007610912,0.0002004742,0.00001074409,0.00004004518,0.00000559822,0.0002376999,0.00005575482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002364455,"about_ca_system_score_gemma":0.00001068536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006851779,"about_ca_topic_score_gemma":0.00001110063,"domain_scores_codex":[0.9991115,0.000007794681,0.0003700764,0.0001159484,0.0002426762,0.0001520074],"domain_scores_gemma":[0.9993703,0.0001358516,0.00003918109,0.0003292605,0.00008648705,0.00003891574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003349469,0.0001683043,7.426653e-7,0.001025816,0.000431491,9.531913e-7,0.0005565492,0.07016446,0.7818389,0.01631384,0.01828292,0.1111825],"study_design_scores_gemma":[0.0001028447,0.00001149128,0.00006715054,0.00003729139,0.00001729596,6.828135e-7,0.00009487647,0.8868271,0.1105572,0.00008145872,0.00207046,0.0001322087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4554151,0.006595152,0.2607923,0.0003965867,0.01198343,0.003660397,0.0001986345,0.002498646,0.2584598],"genre_scores_gemma":[0.8960996,0.000649968,0.0009673094,0.00000260768,0.0001120187,0.00006404881,0.0002577427,0.00008352572,0.1017632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8166626,"threshold_uncertainty_score":0.3547275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232385872201631,"score_gpt":0.2898574662914054,"score_spread":0.257533607569389,"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."}}