{"id":"W1504844283","doi":"10.1108/02644400810841413","title":"Fast computation of preloaded bolted circular joint aiming at fatigue bolt sizing","year":2008,"lang":"en","type":"article","venue":"Engineering Computations","topic":"Engineering Structural Analysis Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Finite element method; Sizing; Structural engineering; Bolted joint; Stiffness; Engineering; USable; Computation; Joint (building); Computer science; Algorithm","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":[0.0002086044,0.0004637643,0.0005286338,0.0004738225,0.0002033139,0.0005337964,0.0006205131,0.0005250791,0.005536774],"category_scores_gemma":[0.0008079997,0.0003177816,0.0004982264,0.0003018159,0.0002448402,0.0004615207,0.0003338257,0.0003513843,0.001096032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003003963,"about_ca_system_score_gemma":0.0004789195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724038,"about_ca_topic_score_gemma":0.001819536,"domain_scores_codex":[0.9998769,0.00001760537,0.000007365442,0.00002425769,0.00005812838,0.00001564918],"domain_scores_gemma":[0.9996923,0.0001091549,0.0000431923,0.00006042952,0.00008030883,0.00001468411],"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":[0.0001248982,0.00004171878,0.002965162,0.0002918133,0.00002820202,0.0002310272,0.0002086671,0.8641357,0.04945553,0.006285687,0.001020595,0.07521095],"study_design_scores_gemma":[0.000005495024,0.00004708934,0.0005516699,0.000009209431,0.000005095704,0.00006279415,0.00002621169,0.9908998,0.006162863,0.0006931848,0.001530049,0.000006643769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09782034,0.0001457783,0.8944003,0.00004380678,0.00003203762,0.00004239672,0.0001691288,0.002095694,0.005250629],"genre_scores_gemma":[0.7886709,0.0001600728,0.2056095,0.00001839804,0.00001310337,0.00008163735,0.0003232676,0.0004304916,0.004692662],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005536774,"threshold_uncertainty_score":0.01852232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184693254633442,"score_gpt":0.2452936855989114,"score_spread":0.213446753052577,"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."}}