{"id":"W2317622366","doi":"10.2514/6.2001-1489","title":"Finite element design and analysis of a bolted patch repair for composites","year":2001,"lang":"en","type":"article","venue":"19th AIAA Applied Aerodynamics Conference","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fastener; Finite element method; Materials science; Structural engineering; Bolted joint; Composite material; Composite number; Stress (linguistics); Composite laminates; Fibre-reinforced plastic; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002696607,0.0002627797,0.0005634006,0.0002333343,0.00006124556,0.00004181743,0.0002369702,0.0001140106,0.00006936555],"category_scores_gemma":[0.00002031156,0.0002740978,0.0001390675,0.0005716507,0.00005535256,0.00004829821,0.00006260629,0.0001341467,0.000003892063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000426199,"about_ca_system_score_gemma":0.00001959253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001503366,"about_ca_topic_score_gemma":0.00005251966,"domain_scores_codex":[0.9985816,0.00002567145,0.0004987018,0.0003474842,0.0002071277,0.0003393444],"domain_scores_gemma":[0.9987569,0.0004845288,0.00009803626,0.0004075009,0.0001199953,0.0001330204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003881244,0.0002574472,0.009876416,0.0002798889,0.002170819,0.000009132043,0.0004791686,0.4169373,0.4918481,0.06078916,0.0001381876,0.01682625],"study_design_scores_gemma":[0.0004805836,0.00009070573,0.00483501,0.00001966422,0.0007983421,9.369259e-7,0.00002448869,0.9859847,0.00657378,0.0007424115,0.0001574865,0.0002918213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3274889,0.00005123671,0.671223,0.00001720188,0.00003266978,0.0005425868,0.00005997105,0.0002452866,0.0003391239],"genre_scores_gemma":[0.9186463,0.0001102878,0.08081529,0.00002567453,0.00000963931,0.0001623581,0.0001752411,0.00003077745,0.0000244299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5911574,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212073339177554,"score_gpt":0.2358322438850665,"score_spread":0.2146249099673111,"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."}}