{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003991605,0.0005102548,0.0003052005,0.001248125,0.0005682592,0.001122935,0.001464937,0.001632518,0.004028328],"category_scores_gemma":[0.007377829,0.0002750734,0.0003369889,0.0004638072,0.0006033726,0.001035793,0.0006592064,0.0009283043,0.003112077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334897,"about_ca_system_score_gemma":0.001871557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004756414,"about_ca_topic_score_gemma":0.005542535,"domain_scores_codex":[0.9890096,0.0008043454,0.0002335919,0.0004805948,0.009072113,0.0003998183],"domain_scores_gemma":[0.9917563,0.0007817866,0.0007045342,0.0007477328,0.005805422,0.0002043255],"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":[0.0006620346,0.0003844967,0.03895112,0.0006197475,0.00005063422,0.0004673458,0.0007076787,0.007152368,0.45713,0.00928363,0.05634517,0.4282458],"study_design_scores_gemma":[0.0001195125,0.001694294,0.04994693,0.0002980723,0.00005153541,0.001165586,0.0007407815,0.04625199,0.6526963,0.002422616,0.2444771,0.0001352748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4413632,0.003132188,0.4171656,0.005290613,0.002244496,0.003002918,0.003109707,0.01010941,0.1145819],"genre_scores_gemma":[0.8695723,0.0009376921,0.09278715,0.0009841368,0.0001318749,0.0005532584,0.002659031,0.0002553018,0.03211915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004756414,"threshold_uncertainty_score":0.02110988,"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."}}