{"id":"W1953227509","doi":"10.1109/maes.2015.150014","title":"Integrated Modular Avionics - Past, present, and future","year":2015,"lang":"en","type":"article","venue":"IEEE Aerospace and Electronic Systems Magazine","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Avionics; Integrated modular avionics; Engineering; Software; Modular design; Systems engineering; Avionics software; Aerospace; Software engineering; Software development; Aeronautics; Computer science; Operating system; Component-based software 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":[0.001793849,0.0004575778,0.0002351834,0.0007328078,0.0004376631,0.002258051,0.0006461851,0.0006988675,0.005820241],"category_scores_gemma":[0.001462368,0.0002342995,0.0002168835,0.001412133,0.0009807317,0.004595355,0.001293396,0.001307457,0.002097491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765785,"about_ca_system_score_gemma":0.001277557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041278,"about_ca_topic_score_gemma":0.001586164,"domain_scores_codex":[0.9994035,0.00007603335,0.00003473023,0.00008514649,0.0002901159,0.0001104016],"domain_scores_gemma":[0.999057,0.0001551764,0.0001180338,0.0001135299,0.0003169332,0.0002393805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008792875,0.00005957,0.001513194,0.0003763873,0.00001360204,0.00006192704,0.0002769258,0.00209162,0.00451681,0.1612206,0.0202048,0.8095766],"study_design_scores_gemma":[0.0000151721,0.000289317,0.003451822,0.0005255768,0.00001908165,0.0004920228,0.0003275454,0.00600904,0.003389768,0.05401692,0.9314342,0.00002954686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05806092,0.3930469,0.2208975,0.03638569,0.004830857,0.0001328523,0.0004499697,0.002591101,0.2836042],"genre_scores_gemma":[0.5545567,0.18958,0.1821084,0.005943489,0.002965232,0.0001156156,0.0009093799,0.000696176,0.06312504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005820241,"threshold_uncertainty_score":0.01947063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414553549661212,"score_gpt":0.2282402965364972,"score_spread":0.2140947610398851,"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."}}