{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004125025,0.0004918013,0.0004875849,0.0003050571,0.0002291555,0.0005518513,0.0007002772,0.0005837426,0.002182928],"category_scores_gemma":[0.0006736841,0.0002281886,0.0003478293,0.0001708345,0.0002586068,0.0004826426,0.0002538087,0.0003201264,0.0005813711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003097517,"about_ca_system_score_gemma":0.0004351274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008828393,"about_ca_topic_score_gemma":0.0008978363,"domain_scores_codex":[0.9997328,0.00003357837,0.00001321445,0.00008676174,0.0001178368,0.00001571931],"domain_scores_gemma":[0.9998048,0.00004217682,0.00004127932,0.00005067425,0.00005056114,0.00001061168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004224837,0.0001891287,0.004204469,0.0006034853,0.00009184013,0.0005474209,0.0002965598,0.2308955,0.5481087,0.01924241,0.001735306,0.1936626],"study_design_scores_gemma":[0.0000412201,0.0005072488,0.002221731,0.00002307452,0.00003442978,0.000398494,0.00004311228,0.9279799,0.06018896,0.001073826,0.007462808,0.00002514967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1622067,0.0002528645,0.8265101,0.0001873766,0.00007782008,0.0002170264,0.0001593916,0.001644862,0.008743845],"genre_scores_gemma":[0.8905908,0.0001227807,0.1057442,0.00002151319,0.000009989806,0.0001060448,0.0001316072,0.00003623791,0.003236883],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002182928,"threshold_uncertainty_score":0.007302642,"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."}}