{"id":"W2623270904","doi":"10.4050/f-0071-2015-10264","title":"Integration of 3D Scan Data into the Finite Element Analysis Workflow for Simulation of Rotorcraft Components","year":2015,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Workflow; Finite element method; Computer science; Aerospace engineering; Systems engineering; Engineering drawing; Engineering; Structural engineering; Database","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":[0.0008392012,0.0006658004,0.0004356516,0.0008666265,0.0004999364,0.001214757,0.001041585,0.0007635844,0.006018428],"category_scores_gemma":[0.002346531,0.0006637872,0.0008051451,0.0005441663,0.0004423197,0.0006947566,0.001042395,0.000951599,0.001556273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004749915,"about_ca_system_score_gemma":0.001418553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003297045,"about_ca_topic_score_gemma":0.006840343,"domain_scores_codex":[0.999577,0.00006239284,0.00002950213,0.00002938008,0.0002813836,0.00002041248],"domain_scores_gemma":[0.9989268,0.0004506375,0.00005912814,0.0001969465,0.0003289717,0.00003735458],"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":[0.000175451,0.0002415635,0.005683736,0.0003224496,0.0000783785,0.0005924233,0.0008875597,0.7567385,0.05391213,0.02035518,0.006657126,0.1543555],"study_design_scores_gemma":[0.00001815417,0.0000676489,0.0006523292,0.00003098897,0.000008970698,0.00009609851,0.00009834806,0.9687848,0.01331917,0.003875877,0.01301627,0.00003130523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01900209,0.00003934217,0.9714874,0.0001035149,0.00003608059,0.0001513093,0.0005983835,0.004531227,0.004050669],"genre_scores_gemma":[0.1994949,0.0001791551,0.7942421,0.00008302622,0.00001482385,0.0006079483,0.001853812,0.0009870555,0.002537192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006018428,"threshold_uncertainty_score":0.02013367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05492055859074894,"score_gpt":0.2866257374876359,"score_spread":0.2317051788968869,"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."}}