{"id":"W3164031468","doi":"10.1115/1.4051286","title":"Transmissibility Enhanced Inverse Chatter Stability Solution","year":2021,"lang":"en","type":"article","venue":"Journal of Manufacturing Science and Engineering","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transmissibility (structural dynamics); Modal; Vibration; Control theory (sociology); Stability (learning theory); Natural frequency; Inverse; Modal testing; Modal analysis; Engineering; Mathematics; Computer science; Vibration isolation; Acoustics; Physics; Materials science; Geometry; Artificial intelligence","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":[0.0007311867,0.0008867338,0.0007316745,0.0004945464,0.0002509833,0.0006666092,0.000634672,0.0008356296,0.002582763],"category_scores_gemma":[0.001951799,0.000311841,0.0005061243,0.0001831084,0.0005416721,0.0004920391,0.0007428919,0.000757346,0.0003451472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003577276,"about_ca_system_score_gemma":0.0005869404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00341083,"about_ca_topic_score_gemma":0.001962435,"domain_scores_codex":[0.9996589,0.00009887966,0.00001760596,0.00007953073,0.0001184555,0.00002653778],"domain_scores_gemma":[0.9991242,0.0004374637,0.00009424012,0.000048533,0.0002790866,0.000016482],"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":[0.00007425655,0.00002721381,0.000647974,0.0001149033,0.00003586767,0.00007579721,0.0000812628,0.9592392,0.006950222,0.004918588,0.0003452401,0.02748948],"study_design_scores_gemma":[0.000002631072,0.000012243,0.00006927025,0.000004364353,0.000002655159,0.000006280343,0.000003084609,0.9987063,0.0006468935,0.0004258221,0.000118367,0.000002091423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02111625,0.00008103216,0.9742138,0.00007922317,0.00002191244,0.00003428465,0.00002525329,0.0001506914,0.004277539],"genre_scores_gemma":[0.8804846,0.0001240065,0.111734,0.00006709682,0.0000314969,0.0001595684,0.00009334181,0.00005938533,0.007246464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00341083,"threshold_uncertainty_score":0.00864017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00946559194133301,"score_gpt":0.2121265837742398,"score_spread":0.2026609918329068,"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."}}