{"id":"W2347832910","doi":"","title":"Study on Simulation of Intelligent Command and Control System in Air Defense Effect Assessment Based on CAS Theory","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Military Defense Systems Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intellectualization; Offensive; Command and control; Battle; Computer science; Air combat; Air traffic control; Software; Control system; Computer security; Aeronautics; Control (management); Simulation; Operations research; Aerospace engineering; Engineering; Telecommunications; Artificial intelligence; Operating system; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003882726,0.000168949,0.0003396618,0.000258004,0.000068127,0.000005151866,0.00009424776,0.00004743542,0.000002101121],"category_scores_gemma":[8.41834e-7,0.0001556993,0.00006464245,0.0002226404,0.00002382207,0.00002250334,0.00001452048,0.0001191503,0.00001217802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001629584,"about_ca_system_score_gemma":0.000009219224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003943585,"about_ca_topic_score_gemma":0.00002406519,"domain_scores_codex":[0.9989113,0.0002085195,0.0003851498,0.0002366414,0.0001369389,0.000121438],"domain_scores_gemma":[0.9988967,0.0006075107,0.00005206914,0.0003626343,0.00003657816,0.00004456687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002190694,0.0001941861,0.01603073,0.000131117,0.00008110631,0.000006720164,0.0006228731,0.9801027,0.0003907676,0.0001853761,0.00001768793,0.002214812],"study_design_scores_gemma":[0.001517293,0.0002982786,0.09366731,0.00009249405,0.00007628356,0.000007875132,0.0002187942,0.9026637,0.0007383993,0.00001198333,0.0005110537,0.0001965411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4833738,0.00005570301,0.5149995,0.000004055857,0.00000801183,0.001283864,0.00001285938,0.00006587955,0.0001962651],"genre_scores_gemma":[0.9984583,0.000001585253,0.001027314,0.0000250868,0.00002642517,0.0004237047,0.00001226811,0.00002120246,0.000004062801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5150845,"threshold_uncertainty_score":0.6349232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008292178518968615,"score_gpt":0.2447654147195903,"score_spread":0.2364732362006217,"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."}}