{"id":"W2146280265","doi":"10.1109/cdc.2007.4434285","title":"A Networked Decision and Information System for increased agility in teaming unmanned combat vehicles","year":2007,"lang":"en","type":"article","venue":"","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Redundancy (engineering); Exploit; Adversarial system; Computer science; Architecture; Principal (computer security); Minification; State (computer science); Function (biology); Distributed computing; Computer security; Artificial intelligence; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.002405678,0.0001311277,0.0002284127,0.0001865903,0.0001052376,0.000218813,0.000367178,0.00009166094,4.754631e-7],"category_scores_gemma":[0.0001936752,0.0001145668,0.0000412285,0.0003699988,0.00001802412,0.001487918,0.00009319569,0.00006819171,0.000009259372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001706983,"about_ca_system_score_gemma":0.00003058211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003407956,"about_ca_topic_score_gemma":0.0001600342,"domain_scores_codex":[0.9985325,0.00006482602,0.0005938587,0.0002317042,0.0002390232,0.000338098],"domain_scores_gemma":[0.9986108,0.0006469812,0.0001529993,0.0003507053,0.0001242506,0.000114282],"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":[0.0009647883,0.0002028823,0.08763017,0.0006719846,0.00007358474,0.00002637977,0.001982808,0.00237794,0.002323421,0.1400435,0.001126054,0.7625765],"study_design_scores_gemma":[0.003652994,0.00006027576,0.1386378,0.0001840309,0.000005453735,0.00001112341,0.0004301666,0.8545601,0.0006485356,0.0002190847,0.001393104,0.0001973635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3209792,0.00003585875,0.677632,0.00004929434,0.0001854747,0.0005682426,0.00000475553,0.0001454045,0.0003997641],"genre_scores_gemma":[0.987062,9.50794e-7,0.01274739,0.000103846,0.00002876498,0.00003063851,0.00001460872,0.000003873867,0.000007865456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8521821,"threshold_uncertainty_score":0.46719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00861237720132508,"score_gpt":0.2300006659906633,"score_spread":0.2213882887893383,"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."}}