{"id":"W1988575859","doi":"10.2514/2.2750","title":"Risk Analysis of Fuselage Splices Containing Multisite Damage and Corrosion","year":2001,"lang":"en","type":"article","venue":"Journal of Aircraft","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Southwest Research Institute; Boeing","keywords":"Fuselage; Corrosion; Structural engineering; Materials science; Aerospace engineering; Engineering; Forensic engineering; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.003461131,0.0001079716,0.0005606541,0.0007813039,0.00007970355,0.00007824941,0.0003630745,0.00006826033,0.0001218166],"category_scores_gemma":[0.002347387,0.00007053788,0.000217794,0.001176419,0.00008357781,0.0003117868,0.00006266565,0.0002005615,0.000005039921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002106238,"about_ca_system_score_gemma":0.00002898782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003258576,"about_ca_topic_score_gemma":0.00003052825,"domain_scores_codex":[0.9978734,0.000143475,0.0009017092,0.0001675413,0.000767549,0.0001463371],"domain_scores_gemma":[0.9966848,0.001575494,0.0009067264,0.0002570254,0.0004366372,0.0001392599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003931752,0.0001626732,0.786596,0.00001189149,0.0005172046,0.0002125659,0.002260884,0.1770427,0.009723548,0.0003668243,0.001525078,0.02118744],"study_design_scores_gemma":[0.001250813,0.0006427933,0.7805479,0.00009329408,0.001399061,0.0001092088,0.001461442,0.2076361,0.0005052516,0.001983265,0.004135401,0.0002355542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7080714,0.0004279895,0.2910812,0.0000867359,0.0001349315,0.0000352545,0.000007598715,0.000006257932,0.0001485924],"genre_scores_gemma":[0.9902847,0.0002921715,0.009119323,0.00003525004,0.00005586964,2.910518e-7,4.857137e-7,0.000006115228,0.0002057895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2822133,"threshold_uncertainty_score":0.2876452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214507120302709,"score_gpt":0.3228797367466402,"score_spread":0.2807346655436131,"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."}}