{"id":"W4246604647","doi":"10.1007/978-3-662-53120-4_300387","title":"Machine Tool Vibrations","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Vibration; Computer science; Physics; Acoustics","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":[0.0001576402,0.0008172359,0.0005450696,0.0008790704,0.0005286436,0.001341364,0.0007867017,0.001055483,0.06029918],"category_scores_gemma":[0.0004140255,0.0003709858,0.0003379765,0.0007935756,0.0006022761,0.0009895203,0.001089424,0.001277756,0.02456953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003848506,"about_ca_system_score_gemma":0.0003103394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003633642,"about_ca_topic_score_gemma":0.0007664568,"domain_scores_codex":[0.999616,0.00002275534,0.000008638484,0.00006954002,0.0002596173,0.00002341881],"domain_scores_gemma":[0.9998684,0.00003852954,0.000008078055,0.00003212124,0.00004415516,0.00000877615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007240238,0.000045136,0.0001502241,0.0004114952,0.00001182461,0.0001098123,0.0002270002,0.00422354,0.03451861,0.05943671,0.07625416,0.8245391],"study_design_scores_gemma":[0.0000106914,0.0000986168,0.001340504,0.000237295,0.00001404659,0.0005015525,0.0001055167,0.007573868,0.01410766,0.03089826,0.9450824,0.00002965541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004554156,0.01136658,0.1705979,0.0006166437,0.002404857,0.00008205952,0.0003900966,0.001928762,0.8080589],"genre_scores_gemma":[0.04360358,0.005021467,0.01636556,0.0002905648,0.0004728294,0.00006142209,0.0004072553,0.0004236613,0.9333537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06029918,"threshold_uncertainty_score":0.2017209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007284529905832488,"score_gpt":0.2003761185212529,"score_spread":0.1930915886154204,"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."}}