{"id":"W4404458928","doi":"10.23977/acss.2024.080701","title":"Parametric Transfer-Based DQN for Multi-Function Radar Jamming Decision Method","year":2024,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Radar Systems and Signal Processing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jamming; Parametric statistics; Computer science; Transfer function; Radar; Function (biology); Telecommunications; Engineering; Mathematics; Physics; Electrical engineering; Statistics","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":[0.0007812108,0.0002199387,0.000380436,0.0003446442,0.00008117713,0.0002888185,0.0001008144,0.0001061861,0.000001868198],"category_scores_gemma":[0.00001050287,0.000186651,0.00008749857,0.0004341803,0.00001380126,0.000449786,0.00000798804,0.0001409895,0.000002567819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005367476,"about_ca_system_score_gemma":0.00001831352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001710449,"about_ca_topic_score_gemma":0.000009777602,"domain_scores_codex":[0.9985913,0.00006700113,0.0005218567,0.0003677052,0.0001866904,0.0002654196],"domain_scores_gemma":[0.9989104,0.0008396302,0.00002239696,0.0001193736,0.0000402088,0.00006796844],"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":[0.00001750786,0.00001094423,0.00004620416,0.001657362,0.00002221052,0.00001068124,0.0001311619,0.5228652,0.0007869342,0.0002702707,0.00005758559,0.4741239],"study_design_scores_gemma":[0.0005322203,0.0001357731,0.00002565236,0.00136708,0.00001655142,0.00001609603,0.0000469702,0.9767271,0.0004198145,0.0002427763,0.02023667,0.0002332709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008259965,0.08623703,0.9020738,0.000006218963,0.002744892,0.0004315478,0.00001029281,0.000207788,0.00002848435],"genre_scores_gemma":[0.8901146,0.0002496383,0.1091296,0.00001749075,0.0003484123,0.00007965539,0.000005094735,0.00004320473,0.00001225547],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8818547,"threshold_uncertainty_score":0.7611408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799078338027008,"score_gpt":0.3026787649579881,"score_spread":0.274687981577718,"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."}}