{"id":"W2162625727","doi":"10.1109/icas.2008.32","title":"Coordinating Autonomous Agents for Force Protection Using Contract Net","year":2008,"lang":"en","type":"article","venue":"","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Lockheed Martin (Canada)","funders":"","keywords":"Battlespace; Combatant; Survivability; Computer science; Computer security; Task (project management); Interoperability; Situation awareness; Risk analysis (engineering); Knowledge management; Process management; Systems engineering; Engineering; Business; Computer network; World Wide Web","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":[0.0006354084,0.00007175219,0.0001227844,0.0001035712,0.0004695028,0.00007780083,0.0001913924,0.00005427094,0.0002696755],"category_scores_gemma":[0.0005691707,0.0000561908,0.00007974129,0.000334242,0.00003247489,0.0002291081,0.00002882601,0.00004758759,0.00002894799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004514022,"about_ca_system_score_gemma":0.00004120741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001157474,"about_ca_topic_score_gemma":0.000006273702,"domain_scores_codex":[0.9988886,0.00002604344,0.000388029,0.0002560953,0.0002982937,0.0001429725],"domain_scores_gemma":[0.9989038,0.0003275643,0.0001811664,0.0002448673,0.000294522,0.00004810894],"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":[0.0001290256,0.0004858498,0.02366537,0.0000175062,0.0000557334,0.000005695164,0.001570223,0.05877934,0.05797945,0.09767692,0.0399754,0.7196595],"study_design_scores_gemma":[0.0003333066,0.00004959389,0.00525726,0.000003572246,0.000004324379,0.00001913305,0.00007379758,0.9224129,0.008609137,0.01742376,0.04569344,0.0001197939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2414964,0.000004189205,0.754025,0.0002458342,0.0000489654,0.0007813824,0.000005659937,0.0001253893,0.003267174],"genre_scores_gemma":[0.9604359,5.856171e-7,0.0314535,0.0002049091,0.00006284074,0.0001185959,0.000002542541,0.000008269881,0.007712835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8636335,"threshold_uncertainty_score":0.3611083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.363831659479415,"score_gpt":0.4575597513308489,"score_spread":0.09372809185143394,"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."}}