{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009654743,0.0003626424,0.0004959533,0.0001283935,0.0001410318,0.0006204412,0.0004957436,0.0002032419,0.000001369062],"category_scores_gemma":[0.00001250251,0.0003024901,0.00005173785,0.0005422318,0.0000632014,0.0008640765,0.0001461993,0.0003888697,0.00006787777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906917,"about_ca_system_score_gemma":0.0002732986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003180244,"about_ca_topic_score_gemma":0.00003927204,"domain_scores_codex":[0.997319,0.0002336392,0.0004063808,0.0007344317,0.0004631831,0.0008432952],"domain_scores_gemma":[0.9983311,0.00005021386,0.0002076773,0.0007724759,0.0002478943,0.0003905943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004569736,0.0008678189,0.02020463,0.002079779,0.001786362,0.0007048636,0.01661519,0.01213535,0.1154596,0.1931534,0.55043,0.08610614],"study_design_scores_gemma":[0.003261291,0.001017527,0.0009483627,0.0002576558,0.00006865355,0.001956515,0.0008708002,0.4022951,0.001090341,0.001251162,0.5857688,0.001213768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5656314,0.06783693,0.3431825,0.01123768,0.004820392,0.002172629,0.00001043716,0.001141975,0.00396602],"genre_scores_gemma":[0.9915192,0.0005434654,0.001793914,0.00006797453,0.002372477,0.00007123144,0.000008639584,0.00004560846,0.003577552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4258877,"threshold_uncertainty_score":0.9999427,"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."}}