{"id":"W7115928639","doi":"10.3390/vibration8040081","title":"Optimal Craig–Bampton Mode Selection for Nonlinear Flexible Multibody Analysis","year":2025,"lang":"en","type":"article","venue":"Vibration","topic":"Bladed Disk Vibration Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"Safran Aircraft Engines","keywords":"Reduction (mathematics); Nonlinear system; Mode (computer interface); Control theory (sociology); Stiffness; Selection (genetic algorithm); Multibody system","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":[0.0004447881,0.0007313009,0.0003093675,0.0003596217,0.0003211361,0.0003449066,0.0004604292,0.000470736,0.00334459],"category_scores_gemma":[0.001164313,0.0002131197,0.0004454958,0.0002289987,0.00030782,0.000343271,0.0004866112,0.0005643341,0.0009287308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593892,"about_ca_system_score_gemma":0.0004671167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034012,"about_ca_topic_score_gemma":0.001634937,"domain_scores_codex":[0.9998426,0.00006099006,0.000006922546,0.00001538074,0.00005939665,0.00001472864],"domain_scores_gemma":[0.9997131,0.000176759,0.00002340242,0.00003154767,0.00004139917,0.00001387923],"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":[0.0003589312,0.0001934498,0.00195261,0.0004321806,0.00007439281,0.0002393616,0.0003243307,0.5916013,0.09737966,0.02713767,0.003624024,0.276682],"study_design_scores_gemma":[0.00001733652,0.00006010349,0.0003168595,0.00002642871,0.000007832535,0.0000520396,0.00003117001,0.9847038,0.008191973,0.003678121,0.002901773,0.00001260197],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01888092,0.0002117378,0.9778274,0.00004180869,0.00002159825,0.00003882453,0.00004278986,0.0002539129,0.002681066],"genre_scores_gemma":[0.3896385,0.0005597954,0.6039311,0.00008976568,0.00003721463,0.0002782235,0.0002859636,0.000422348,0.004757183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00334459,"threshold_uncertainty_score":0.01118881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006550748379534981,"score_gpt":0.2661844997519933,"score_spread":0.2596337513724584,"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."}}