{"id":"W3005581278","doi":"10.3390/aerospace7090136","title":"In-Flight Test Campaign to Validate PIO Detection and Assessment Tools","year":2020,"lang":"en","type":"article","venue":"Aerospace","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Flight test; Aeronautics; Test (biology); EXPOSE; Computer science; Flight training; Flight simulator; Aerospace; Engineering; Simulation; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001718338,0.001013562,0.0003285201,0.0005581236,0.0003868918,0.0003467594,0.0004791412,0.0005133589,0.002088014],"category_scores_gemma":[0.00224025,0.0001524722,0.0002517274,0.0002053657,0.0002940704,0.0004038787,0.0006289696,0.0005075569,0.0006428442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002535346,"about_ca_system_score_gemma":0.0003034883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117698,"about_ca_topic_score_gemma":0.002915387,"domain_scores_codex":[0.9992214,0.0002045874,0.00005730651,0.0001170901,0.0003048922,0.00009463342],"domain_scores_gemma":[0.99775,0.0007264778,0.0002179186,0.0002451953,0.0008458164,0.0002146215],"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":[0.002268065,0.004967483,0.0482479,0.0006977713,0.0001802508,0.0006885373,0.001972438,0.02531897,0.7861196,0.0005966146,0.003282345,0.1256602],"study_design_scores_gemma":[0.0007662235,0.07669248,0.1929911,0.0001330262,0.0002410092,0.001177735,0.002202943,0.1073005,0.6015236,0.0006860076,0.01609293,0.0001924703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948749,0.00006743772,0.04698049,0.00004701384,0.00007728794,0.0008690621,0.0006633028,0.000462011,0.002084393],"genre_scores_gemma":[0.9633395,0.00006216074,0.03208774,0.00007639785,0.00002137203,0.0004608449,0.001102221,0.00007855291,0.002771166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002088014,"threshold_uncertainty_score":0.009087563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387816718033505,"score_gpt":0.2364748551441694,"score_spread":0.2225966879638343,"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."}}