{"id":"W3194305184","doi":"10.23977/jemm.2021.060108","title":"“Red Bird Collaborative” Fighter Design","year":2021,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Guidance and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adversary; Aeronautics; Engineering; Host (biology); Aerospace engineering; Computer science; Simulation; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002197987,0.0005149146,0.000342542,0.0003312098,0.0004722519,0.0005766494,0.001348708,0.0006317297,0.01134898],"category_scores_gemma":[0.0001606305,0.0001618057,0.0002680025,0.0001444698,0.0002180967,0.0005008015,0.0008044116,0.0003845319,0.002984801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351728,"about_ca_system_score_gemma":0.000264642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006278582,"about_ca_topic_score_gemma":0.0007137596,"domain_scores_codex":[0.9997146,0.00003676281,0.000009774369,0.00007468558,0.0001229982,0.00004117102],"domain_scores_gemma":[0.9999207,0.000005658299,0.00001127161,0.00001421604,0.00002968777,0.00001840673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005846542,0.00039979,0.002189003,0.0003967885,0.0001094971,0.0009545387,0.0003101973,0.1965504,0.1703777,0.07178481,0.02465847,0.5316841],"study_design_scores_gemma":[0.0001418738,0.00168671,0.001814316,0.00007216193,0.00008985117,0.001568141,0.0001963211,0.7916661,0.04601264,0.008494943,0.148196,0.00006086642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03940002,0.0004193054,0.8658298,0.0002807081,0.0003030915,0.0002975905,0.0001438306,0.001488955,0.09183662],"genre_scores_gemma":[0.614292,0.0004495089,0.2857987,0.0003061125,0.00009941668,0.0004749321,0.0003392127,0.0001751892,0.09806489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01134898,"threshold_uncertainty_score":0.03796619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006424422621246274,"score_gpt":0.1806421784702282,"score_spread":0.174217755848982,"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."}}