{"id":"W4408138175","doi":"10.18280/mmep.120234","title":"Optimized BER Reduction in Wireless Communication Using a Chaos-Based CDSK Modulation Model","year":2025,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"CHAOS (operating system); Reduction (mathematics); Modulation (music); Computer science; Wireless; Electronic engineering; Telecommunications; Physics; Mathematics; Engineering; Acoustics; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002752762,0.0003982269,0.0005643823,0.000238341,0.0002799052,0.0006426604,0.0003268322,0.0005873876,0.0009888192],"category_scores_gemma":[0.0008431069,0.000172013,0.0002801338,0.0003232944,0.0004902846,0.0005972793,0.000358054,0.0005149114,0.0002033583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006951688,"about_ca_system_score_gemma":0.000537625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899492,"about_ca_topic_score_gemma":0.001590872,"domain_scores_codex":[0.999863,0.00004577661,0.000004355471,0.00001773107,0.00005422677,0.00001481392],"domain_scores_gemma":[0.9997622,0.0001332536,0.0000238228,0.0000187935,0.00005370287,0.000008180604],"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":[0.00007961749,0.00002670476,0.0002575168,0.00008189491,0.00001801581,0.00006139024,0.00005334302,0.9229366,0.01153588,0.05560782,0.0006342435,0.008707004],"study_design_scores_gemma":[0.000003218231,0.00000961704,0.00005168471,0.000003307661,0.000003582579,0.00001042485,0.000004381071,0.996057,0.0007231677,0.002970362,0.0001597641,0.000003504813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1804795,0.0009637193,0.7964802,0.0008124969,0.0001031988,0.00004456363,0.0001217017,0.0001847252,0.02080985],"genre_scores_gemma":[0.967032,0.000428884,0.02546428,0.00006011972,0.00002908833,0.0000349049,0.00004751468,0.00004454228,0.006858761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001899492,"threshold_uncertainty_score":0.005043805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730932312232843,"score_gpt":0.2502537385751895,"score_spread":0.2229444154528611,"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."}}