{"id":"W1972483363","doi":"10.1115/imece2005-81422","title":"Improved Structural Joint Concepts","year":2005,"lang":"en","type":"article","venue":"","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Airframe; Joint (building); Bolted joint; Structural engineering; Computer science; Size effect on structural strength; Aerospace; Mechanical engineering; Finite element method; Engineering; Materials science; Composite material; Aerospace 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":[0.001017613,0.0007232798,0.0004314077,0.0006305718,0.0003167158,0.000792117,0.001321893,0.0008245921,0.007418798],"category_scores_gemma":[0.0008382653,0.0003798511,0.0005879421,0.0004441269,0.0006308528,0.001331469,0.0007484294,0.001075939,0.002372965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486073,"about_ca_system_score_gemma":0.0005067629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002982435,"about_ca_topic_score_gemma":0.0007658807,"domain_scores_codex":[0.9988565,0.0001154729,0.00003296889,0.0001347002,0.0007768081,0.00008346736],"domain_scores_gemma":[0.9994738,0.0000827761,0.00008961633,0.000122463,0.0001981951,0.00003326424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002330774,0.0003316403,0.000972071,0.0008781473,0.00006203427,0.0001549752,0.0003605037,0.1405507,0.5674201,0.1140188,0.003583587,0.1714344],"study_design_scores_gemma":[0.0001914259,0.006661322,0.005360747,0.0001526923,0.0002067842,0.002553039,0.0001852722,0.3886644,0.3575166,0.02786942,0.2104182,0.0002201671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.115916,0.001961641,0.836929,0.0002533547,0.0002920854,0.0001719823,0.0001882361,0.001436467,0.04285111],"genre_scores_gemma":[0.5886971,0.001549456,0.3830034,0.0001362194,0.000177816,0.0002148461,0.0003626156,0.0002823862,0.02557618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007418798,"threshold_uncertainty_score":0.02481842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00688097477081637,"score_gpt":0.2142960934204361,"score_spread":0.2074151186496198,"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."}}