{"id":"W2004123824","doi":"10.1115/imece2004-60547","title":"A General Method for the Modeling of High Speed Spindle Systems","year":2004,"lang":"en","type":"article","venue":"","topic":"Gear and Bearing Dynamics Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bearing (navigation); Finite element method; Centrifugal force; Structural engineering; Stiffness; Timoshenko beam theory; Engineering; Natural frequency; Gyroscope; Nonlinear system; Ball (mathematics); Mechanical engineering; Vibration; Physics; Acoustics; Rotational speed; Geometry; Aerospace engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006109533,0.00122875,0.0006295489,0.0007813761,0.0005042011,0.001055638,0.002094638,0.00135145,0.006918506],"category_scores_gemma":[0.0009321839,0.0005357933,0.001175061,0.0009168033,0.0006737962,0.001433529,0.0007937382,0.001784879,0.004192126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004496572,"about_ca_system_score_gemma":0.0006456228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231407,"about_ca_topic_score_gemma":0.002247925,"domain_scores_codex":[0.9995937,0.00007826335,0.00002966154,0.00007126068,0.0002073253,0.0000198178],"domain_scores_gemma":[0.999782,0.00006048181,0.00002608604,0.00005139647,0.00007033297,0.000009659083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004400984,0.00005165557,0.0003845772,0.0005189908,0.0000675597,0.0004566009,0.0003238086,0.3555674,0.0267566,0.4469651,0.01538935,0.1534744],"study_design_scores_gemma":[0.00001763778,0.00005342601,0.0001555805,0.00004216534,0.00001868518,0.0003272818,0.00002970286,0.7745771,0.002900729,0.06884257,0.1530087,0.00002636924],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002606232,0.0001346087,0.9974541,0.00002852906,0.00005391683,0.00002716777,0.00006597428,0.0002138568,0.001761173],"genre_scores_gemma":[0.05930732,0.001208315,0.9156049,0.0001408398,0.0002203534,0.0006358073,0.0004967207,0.0004274984,0.02195813],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006918506,"threshold_uncertainty_score":0.02314478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815116644478162,"score_gpt":0.24484861846208,"score_spread":0.2266974520172984,"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."}}