{"id":"W2997535962","doi":"10.2514/6.2020-1130","title":"Operations Analysis Integration for Effectiveness-Based Design in the AFRL EXPEDITE Program","year":2020,"lang":"en","type":"article","venue":"AIAA Scitech 2020 Forum","topic":"Technology Assessment and Management","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science; Systems engineering; Software engineering; Computer architecture; 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":[0.01161849,0.001132167,0.000682286,0.002183701,0.0006130084,0.003298115,0.0009549619,0.0006105801,0.008106982],"category_scores_gemma":[0.00828038,0.0006037799,0.0009806051,0.0008256032,0.0008248208,0.00177985,0.001912369,0.002103949,0.0009149627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002432256,"about_ca_system_score_gemma":0.00535892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004349209,"about_ca_topic_score_gemma":0.003544298,"domain_scores_codex":[0.9933843,0.002841914,0.0002463169,0.0002620475,0.002891985,0.000373485],"domain_scores_gemma":[0.9947889,0.002362148,0.0004262194,0.0005692043,0.001693985,0.0001595847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003829934,0.0007588417,0.002536862,0.0002438517,0.00009243306,0.00009540158,0.0002700825,0.4920515,0.008639471,0.2288793,0.007343084,0.2587062],"study_design_scores_gemma":[0.0001451363,0.0009354067,0.002005968,0.0001789287,0.00007518563,0.00005769875,0.0002437153,0.8818388,0.009320959,0.05231769,0.05282499,0.0000555362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0163542,0.0001243447,0.9492441,0.0005174207,0.00006286481,0.0006777416,0.0002331634,0.001111279,0.03167498],"genre_scores_gemma":[0.2504228,0.0002403769,0.7383903,0.0002195315,0.0000766834,0.001313276,0.0007040925,0.0003986477,0.008234322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01161849,"threshold_uncertainty_score":0.06144524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199521550894739,"score_gpt":0.2855408507150963,"score_spread":0.2655886956256224,"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."}}