{"id":"W1974079588","doi":"10.1177/1077546307074243","title":"The Effects of Workpiece Deflection and Motor Features on Quality of Machining Process — Nonlinear Vibrations Analysis","year":2007,"lang":"en","type":"article","venue":"Journal of Vibration and Control","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Machining; Vibration; Nonlinear system; Deflection (physics); Mechanical engineering; Cutting tool; Engineering; Machine tool; Structural engineering; Acoustics; Physics","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":[0.000494839,0.0002805328,0.0002168412,0.000178073,0.000124482,0.0002712824,0.0001819833,0.000305505,0.0008870084],"category_scores_gemma":[0.001928395,0.0001576717,0.0002466732,0.0001197424,0.0003808669,0.0002755998,0.0002450901,0.0002199609,0.0001295805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808692,"about_ca_system_score_gemma":0.0001300632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000861082,"about_ca_topic_score_gemma":0.0007917269,"domain_scores_codex":[0.9997035,0.00007402529,0.00001056231,0.00004704459,0.0001324364,0.00003244731],"domain_scores_gemma":[0.9988294,0.0008074695,0.0001564298,0.00008371149,0.0001015191,0.00002140209],"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":[0.001143872,0.0001618281,0.01751019,0.0003273146,0.00008267862,0.0003735573,0.0002761558,0.3163131,0.5790711,0.0006197765,0.0001052223,0.08401521],"study_design_scores_gemma":[0.00003374243,0.000940682,0.06568117,0.00001506218,0.00004919276,0.000267891,0.00012851,0.7910768,0.1408888,0.0005552687,0.0003298175,0.00003301418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029137,0.000216998,0.09554403,0.0000421877,0.000005422324,0.00002290217,0.00002415809,0.00006579368,0.001164834],"genre_scores_gemma":[0.998418,0.00003270657,0.001370295,0.000002563517,0.000001151806,0.000002472449,0.000008277912,0.000005470572,0.000158995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008870084,"threshold_uncertainty_score":0.002967358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004179369315813935,"score_gpt":0.2737033506272871,"score_spread":0.2695239813114732,"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."}}