{"id":"W1987188432","doi":"10.4028/www.scientific.net/kem.291-292.33","title":"Effect of Ultrasonic Elliptic Vibration on Friction between Shoe and Workpiece in Ultrasonic Elliptic-Vibration Shoe Centerless Grinding","year":2005,"lang":"en","type":"article","venue":"Key engineering materials","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Vibration; Grinding; Ultrasonic sensor; Rotational speed; Materials science; Ultrasonic motor; Work (physics); Mechanical engineering; Acoustics; Engineering; Composite material; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007384848,0.0004386684,0.0008583079,0.0003995108,0.000472886,0.0003272175,0.0006160655,0.0006594443,0.001581643],"category_scores_gemma":[0.003631524,0.000511855,0.0003203191,0.0002824778,0.001075417,0.0005859587,0.0005723611,0.0003532612,0.0001603576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002794884,"about_ca_system_score_gemma":0.0002044931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115609,"about_ca_topic_score_gemma":0.001679911,"domain_scores_codex":[0.9990174,0.0001349693,0.00005730923,0.0001844945,0.0004606128,0.0001452251],"domain_scores_gemma":[0.9980477,0.00114499,0.0002243205,0.0002291315,0.000271425,0.00008251528],"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":[0.002956782,0.0001546952,0.003064924,0.0003651563,0.00002785978,0.000253253,0.000624902,0.002133297,0.9719728,0.000140964,0.00004905732,0.01825648],"study_design_scores_gemma":[0.0001685003,0.003236611,0.03476372,0.000037542,0.00007109511,0.0003432315,0.0005276251,0.01357385,0.945919,0.000150842,0.001143439,0.00006470883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947425,0.0001605107,0.004786341,0.00001364564,0.000009699626,0.00001775624,0.00001634133,0.00001864536,0.0002344106],"genre_scores_gemma":[0.9966487,0.00008633718,0.00288333,0.00001474291,0.000003300161,0.000009447753,0.000018415,0.00001084434,0.0003247894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001581643,"threshold_uncertainty_score":0.005291104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004526628257292067,"score_gpt":0.2112718573431548,"score_spread":0.2067452290858628,"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."}}