{"id":"W374829675","doi":"10.1520/stp12589s","title":"IBOLT: A Composite Bolted Joint Static Strength Prediction Tool","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Joint (building); Composite number; Bolted joint; Structural engineering; Materials science; Composite material; Engineering; Finite element method","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":[0.0007233619,0.001364297,0.0007005936,0.001547904,0.0004324715,0.001034936,0.002212537,0.0007057149,0.01490456],"category_scores_gemma":[0.00168278,0.0007546001,0.0006603008,0.0007543356,0.0003568652,0.0009911082,0.0009676241,0.0009231911,0.005789618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005833355,"about_ca_system_score_gemma":0.001326071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003412219,"about_ca_topic_score_gemma":0.003492766,"domain_scores_codex":[0.9995803,0.00004087172,0.00001679619,0.00005386758,0.0002712886,0.00003681011],"domain_scores_gemma":[0.9994243,0.0001824001,0.00008296713,0.00007531863,0.000207028,0.00002795915],"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":[0.0002100989,0.0001361989,0.005166161,0.0005616247,0.0001294864,0.0003771005,0.0002064445,0.5667326,0.04458184,0.01273909,0.02642275,0.3427366],"study_design_scores_gemma":[0.00002489727,0.00005679932,0.0008506218,0.00005117732,0.00002185645,0.00009947727,0.00003112138,0.9632562,0.01342717,0.001969246,0.02017407,0.00003732882],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006881644,0.00007268446,0.9570883,0.00002916324,0.00002893091,0.00006657458,0.0009175087,0.02828341,0.006631747],"genre_scores_gemma":[0.1761051,0.0002746018,0.8011958,0.00008785124,0.00003947606,0.0005897106,0.003955903,0.00668166,0.01106994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01490456,"threshold_uncertainty_score":0.04986072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601875215547689,"score_gpt":0.204296945471431,"score_spread":0.1882781933159541,"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."}}