{"id":"W2001217474","doi":"10.1115/1.4006650","title":"Vibration Characteristics of Guided Circular Saws: Experimental and Numerical Analyses","year":2012,"lang":"en","type":"article","venue":"Journal of vibration and acoustics","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Physics; Vibration; Mechanics; Displacement (psychology); Nonlinear system; Galerkin method; Amplitude; Discretization; Noise (video); Classical mechanics; Acoustics; Mathematics; Mathematical analysis; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009641383,0.00008303767,0.0001717524,0.00009430557,0.00005977461,0.00003147674,0.0000265568,0.00005350334,0.00004539138],"category_scores_gemma":[0.00005551099,0.0000735461,0.00004006652,0.00007662903,0.00002339058,0.00049022,0.000007262483,0.00009311549,9.769659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002597755,"about_ca_system_score_gemma":0.00001338449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001613319,"about_ca_topic_score_gemma":6.818149e-8,"domain_scores_codex":[0.9993197,0.00002293809,0.0003996169,0.00003959076,0.0001336863,0.00008448724],"domain_scores_gemma":[0.9995466,0.00005056665,0.0001584724,0.00004889941,0.0001036786,0.00009177369],"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":[0.00001321983,0.00008722052,0.005940051,0.0000405531,0.00006521066,0.000001500617,0.001002141,0.003317811,0.9879743,0.00008590201,0.0009335763,0.0005385223],"study_design_scores_gemma":[0.001078509,0.000430906,0.2463719,0.0001482438,0.000430253,0.0005325796,0.004814483,0.4223366,0.3214053,0.0001126628,0.001853813,0.0004846732],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6505487,0.0006057726,0.3483278,0.0000258601,0.000375066,0.00002762142,0.000004439833,0.0000113508,0.00007336993],"genre_scores_gemma":[0.9947106,0.000313694,0.004669452,0.00003122055,0.0002493847,5.960855e-7,0.000004116027,0.00001032556,0.00001056733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.666569,"threshold_uncertainty_score":0.2999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237762866043589,"score_gpt":0.3053422024905807,"score_spread":0.2729645738301449,"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."}}