{"id":"W4389549276","doi":"10.12783/shm2023/36842","title":"CERTIFICATION OF CVM™ SENSORS FOR MONITORING 737 AFT PRESSURE BULKHEAD","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Sensor Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Airworthiness; Certification; Aviation; Structural health monitoring; Aircraft maintenance; Aviation safety; Engineering; Takeoff; Aeronautics; Transport engineering; Computer science; Automotive engineering; Aerospace 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":[],"consensus_categories":[],"category_scores_codex":[0.00007310519,0.00008073057,0.0001129628,0.000162333,0.00003073981,0.000008316147,0.0001643681,0.0000928305,0.00001447147],"category_scores_gemma":[0.0001980733,0.00007940302,0.00003724471,0.0003834429,0.00003140391,0.00007287283,0.00003386621,0.0001033311,0.0000444554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000253452,"about_ca_system_score_gemma":0.000003505477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004756311,"about_ca_topic_score_gemma":0.000001049952,"domain_scores_codex":[0.9993011,0.000005003783,0.0001567974,0.0001333133,0.000144693,0.0002590304],"domain_scores_gemma":[0.9994429,0.0001380904,0.00001552519,0.0003039394,0.00007296565,0.00002661129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001283293,0.000008710563,0.001056999,0.0003667365,0.00004951307,0.000001474774,0.0001283655,0.3116731,0.6606519,0.0005062091,0.00209993,0.02344425],"study_design_scores_gemma":[0.0001268638,0.00002156147,0.001937318,0.00001628539,0.000005679591,5.057648e-7,0.0004502014,0.1584835,0.8269415,0.000433569,0.01148276,0.0001002203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741191,0.0003627333,0.01768714,0.0003148209,0.0003770447,0.000708653,0.00004113236,0.004220325,0.002169066],"genre_scores_gemma":[0.9908786,0.00014867,0.006169152,4.261404e-7,0.00004806868,0.00007885824,0.000005400017,0.0000353395,0.002635431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1662897,"threshold_uncertainty_score":0.3237961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05684189625215042,"score_gpt":0.3249309593043626,"score_spread":0.2680890630522122,"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."}}