{"id":"W2323471727","doi":"10.2514/6.2005-2166","title":"A High Fidelity Composite Bonded Joint Analysis Validation Study - Part I: Analysis","year":2005,"lang":"en","type":"article","venue":"46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Composite number; Joint (building); Computer science; Fidelity; Structural engineering; Engineering; Algorithm; Telecommunications","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005211494,0.001107516,0.002219628,0.0008392964,0.0004273627,0.001091421,0.0007890282,0.0004257858,0.002003329],"category_scores_gemma":[0.0000590312,0.001001951,0.0004561004,0.001388802,0.0001720404,0.0005375629,0.0003827278,0.0005229232,0.0000159105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003222854,"about_ca_system_score_gemma":0.00005616982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029282,"about_ca_topic_score_gemma":0.002265727,"domain_scores_codex":[0.994537,0.0003793602,0.001864207,0.00130463,0.0009234461,0.0009913695],"domain_scores_gemma":[0.9971098,0.0001164492,0.000520489,0.001352669,0.0003811926,0.0005193743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009174605,0.0003549254,0.03995661,0.000804843,0.0243778,0.0001648972,0.002441327,0.1341744,0.6719572,0.08765696,0.0003217772,0.03687177],"study_design_scores_gemma":[0.002217627,0.0002952135,0.7109385,0.00004982628,0.01140974,0.00004111305,0.0001911455,0.2000366,0.06407446,0.008346262,0.00008404418,0.002315534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890671,0.0001172179,0.006509707,0.0001322998,0.0009295448,0.001005361,0.001603801,0.0005480889,0.00008682384],"genre_scores_gemma":[0.989821,0.00009516795,0.007188363,0.00008154099,0.0002714241,0.00007299871,0.00231299,0.00008622513,0.00007026489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6709818,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528873329977371,"score_gpt":0.2438830686777585,"score_spread":0.2285943353779848,"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."}}