{"id":"W4417187398","doi":"10.23977/acss.2025.090403","title":"Research on Optimization of UAV Smoke Screen Jamming Bomb Deployment Strategy","year":2025,"lang":"","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Military Defense Systems Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Electromagnetic shielding; Duration (music); Detonation; Jamming; Survivability; Sensitivity (control systems)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002709574,0.0004136791,0.001121013,0.001332604,0.0001673463,0.0001693035,0.0003832323,0.0002388822,0.00002254793],"category_scores_gemma":[0.00002357091,0.0004158359,0.0001365513,0.001603895,0.0001238186,0.0004291595,0.0001727944,0.0004765301,0.00000463517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270394,"about_ca_system_score_gemma":0.00007505685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656673,"about_ca_topic_score_gemma":0.0002084374,"domain_scores_codex":[0.9951611,0.0009311896,0.001712242,0.000797266,0.0007547628,0.0006434909],"domain_scores_gemma":[0.9977584,0.0008821457,0.0002073179,0.0006719895,0.0003534312,0.0001267242],"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":[0.00004243007,0.00008481922,0.001389414,0.002299144,0.0002481489,0.00002239904,0.0003786512,0.9637164,0.00006192867,0.003419242,0.0001921808,0.02814527],"study_design_scores_gemma":[0.0006726808,0.0004488461,0.0004018603,0.005225732,0.0000430039,0.000004115868,0.0009260226,0.9903513,0.0001438603,0.0001291394,0.001343446,0.0003100176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07090334,0.1675324,0.754594,0.00005831846,0.001629314,0.00139771,0.00004863648,0.00006701465,0.003769296],"genre_scores_gemma":[0.9901618,0.007437903,0.001835661,0.00001815753,0.0002605787,0.00006152235,0.00001220209,0.00003974476,0.0001724003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9192585,"threshold_uncertainty_score":0.9998294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040698111847105,"score_gpt":0.3288040286647692,"score_spread":0.2883970475462981,"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."}}