{"id":"W2730414838","doi":"10.4050/f-0070-2014-9492","title":"Dynamics Fem Correlation Using Structural Optimization Tools","year":2014,"lang":"en","type":"article","venue":"","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Finite element method; Dynamics (music); Computer science; Engineering; Physics; Structural engineering","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":[0.001166797,0.0009889685,0.0008752367,0.001076959,0.000495061,0.0009633556,0.00124743,0.0006865129,0.02360978],"category_scores_gemma":[0.002532849,0.0007657975,0.0006540171,0.0008498799,0.0003701076,0.0007847759,0.001302607,0.001157281,0.004284828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006139228,"about_ca_system_score_gemma":0.002144415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094928,"about_ca_topic_score_gemma":0.003900506,"domain_scores_codex":[0.9993244,0.000108787,0.00003683601,0.0001066337,0.0003682486,0.00005517571],"domain_scores_gemma":[0.9988443,0.0004270785,0.00008985333,0.0001808568,0.0004298358,0.00002800949],"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":[0.0001054576,0.000184858,0.001806762,0.0002956731,0.00006714244,0.0001432214,0.0001802141,0.7556477,0.02191103,0.03083484,0.01162894,0.1771942],"study_design_scores_gemma":[0.00001316487,0.00003383029,0.0003284999,0.00001478261,0.000006836862,0.00002784519,0.00001867967,0.9804135,0.006302775,0.0019923,0.01083482,0.00001301579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008759834,0.00004147132,0.975235,0.00005762172,0.00004032531,0.0001395989,0.0004031382,0.006033691,0.00928922],"genre_scores_gemma":[0.2057972,0.0001569884,0.7744403,0.0001099677,0.00003916618,0.001054004,0.001714951,0.003230814,0.0134565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02360978,"threshold_uncertainty_score":0.07898259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219756487670389,"score_gpt":0.2309854274233907,"score_spread":0.2187878625466868,"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."}}