{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001457934,0.0001731988,0.0001457889,0.00005797566,0.00002577097,0.00002384327,0.00007068502,0.0001403997,0.002092348],"category_scores_gemma":[0.000003527304,0.0001662901,0.00004451751,0.00001229566,0.000007249719,0.00009979904,0.00001780166,0.0001752012,0.0004863716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002483593,"about_ca_system_score_gemma":0.00001635812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.686095e-7,"about_ca_topic_score_gemma":0.000006061925,"domain_scores_codex":[0.9995602,5.463869e-7,0.000150401,0.0001247661,0.00007674452,0.00008737112],"domain_scores_gemma":[0.9997316,0.00001780711,0.00002521981,0.0001789478,0.00002517249,0.0000212626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000119822,0.00000123137,9.78901e-7,0.00009075958,0.00002775584,9.597973e-7,0.00001147873,0.5206705,0.000007487984,0.4680003,0.002013805,0.009173525],"study_design_scores_gemma":[0.0001223726,0.00001699464,0.00000157846,0.00005563287,0.00002858358,0.000003516287,9.720992e-7,0.2524633,0.00003524334,0.01183834,0.7350454,0.0003880398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.359642e-7,0.0005092558,0.3450552,0.0000140097,0.0002031805,0.0000801448,0.00002100127,0.0003312482,0.6537858],"genre_scores_gemma":[0.0006420477,0.0009454217,0.01621208,0.00008720303,0.00009989185,0.000003380844,0.0002714996,0.0001067201,0.9816318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7330316,"threshold_uncertainty_score":0.9988199,"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."}}