{"id":"W4413463441","doi":"10.23977/acss.2025.090306","title":"Research on anti-jamming transmission mechanism and intelligent modulation recognition algorithm of data link for complex battlefield environment","year":2025,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Wireless Signal Modulation Classification","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battlefield; Mechanism (biology); Link (geometry); Computer science; Jamming; Transmission (telecommunications); Data transmission; Data link; Computer network; Algorithm; Telecommunications","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":[0.00132779,0.0001191813,0.0002435725,0.0003168196,0.0001262783,0.0001017245,0.000378472,0.00008279132,0.000001259183],"category_scores_gemma":[0.00001035935,0.000111939,0.00001926971,0.0002303027,0.00004796269,0.0006022798,0.0001842616,0.0001165819,8.724926e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003696785,"about_ca_system_score_gemma":0.00001955891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002018429,"about_ca_topic_score_gemma":0.000001371666,"domain_scores_codex":[0.9982163,0.0002431301,0.0004857706,0.0005900584,0.0002919751,0.0001728175],"domain_scores_gemma":[0.9984072,0.000892002,0.0001366229,0.0004196396,0.0001004963,0.00004401375],"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":[0.00001063249,0.00004853547,0.00003952884,0.0001905542,0.00000846982,6.007174e-7,0.0001598304,0.02460218,0.003468168,0.01179996,0.00002048783,0.9596511],"study_design_scores_gemma":[0.0003177691,0.0002016677,0.000812065,0.0005158489,0.000003333705,0.00000140763,0.00004519481,0.9819386,0.002217922,0.01261227,0.001229658,0.0001042906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005268832,0.001104631,0.9921324,0.0005012969,0.0002467566,0.0006756733,0.00001668083,0.00002588533,0.00002783154],"genre_scores_gemma":[0.8355551,0.0007143122,0.1635204,0.00003040772,0.00007587096,0.00004253848,0.00004882517,0.000005655123,0.000006928588],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9595467,"threshold_uncertainty_score":0.456474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1799633662054118,"score_gpt":0.3795415439991099,"score_spread":0.1995781777936981,"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."}}