{"id":"W2474163858","doi":"10.4028/www.scientific.net/amm.842.233","title":"Affordable and Reliable Avionics Architecture Design for Advanced Regional Turboprop Aircraft","year":2016,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Avionics; Engineering; Integrated modular avionics; Systems engineering; Aviation; Maintainability; Aeronautics; Reliability engineering; Aerospace engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002475904,0.000148077,0.0002344077,0.00003555189,0.00006987049,0.00005904518,0.00005193867,0.00009736378,0.00002441231],"category_scores_gemma":[0.000006781727,0.000103329,0.00001815247,0.00002891202,0.000007124208,0.00005815981,0.00001765184,0.0000236193,0.000006702742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001620395,"about_ca_system_score_gemma":0.00001053147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002485167,"about_ca_topic_score_gemma":0.000001031917,"domain_scores_codex":[0.9993055,0.000009436102,0.0002037756,0.0001915568,0.00007513061,0.0002145292],"domain_scores_gemma":[0.999657,0.00007054843,0.0000432229,0.0001395372,0.0000188907,0.00007073639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001404835,0.000004991671,9.985339e-8,0.00008883508,0.00002400242,3.613752e-7,0.0000337597,0.001208731,0.8735287,0.1116767,0.0004949915,0.01279836],"study_design_scores_gemma":[0.006529468,0.0002402613,0.000008148959,0.000208149,0.000078718,0.00003021647,0.00009191177,0.01477396,0.4249967,0.4433559,0.1088382,0.0008483456],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02340818,0.0002510807,0.9744565,0.0001247526,0.0003077793,0.0009861054,0.00002923998,0.0001791581,0.000257221],"genre_scores_gemma":[0.9685783,0.0003484701,0.03009178,0.00008041829,0.0001196003,0.0003179155,0.00001218304,0.000051668,0.0003997175],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.94517,"threshold_uncertainty_score":0.4213632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023445614337207,"score_gpt":0.1964062642530756,"score_spread":0.1861718081097035,"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."}}