{"id":"W2065822605","doi":"10.1109/icspcs.2012.6508021","title":"An enhanced spectral efficiency chaos-based symbolic dynamics transceiver design","year":2012,"lang":"en","type":"article","venue":"","topic":"Chaos control and synchronization","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Chaotic; Computer science; Synchronization (alternating current); Spectral efficiency; Bandwidth (computing); Symbolic dynamics; Synchronization of chaos; Transceiver; Focus (optics); Modulation (music); Electronic engineering; Control theory (sociology); Algorithm; Telecommunications; Artificial intelligence; Wireless; Mathematics; Channel (broadcasting); Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001184913,0.0001360669,0.0001365338,0.00004330636,0.00009614342,0.00003253683,0.0001122946,0.00003172793,0.001497634],"category_scores_gemma":[0.000001025749,0.0001175626,0.00007328097,0.0001247969,0.00002672543,0.0002235568,0.000002837515,0.00007121728,0.00007888375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003872325,"about_ca_system_score_gemma":0.00004648443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005732764,"about_ca_topic_score_gemma":0.000007257985,"domain_scores_codex":[0.9991812,0.00005084165,0.0001407072,0.0001552051,0.0001139155,0.0003581019],"domain_scores_gemma":[0.9995989,0.00002734431,0.00003701738,0.0001757219,0.00003292139,0.0001281436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002553691,0.005185705,0.07196072,0.00004578383,0.0002026842,0.000001673761,0.005702071,0.06512026,0.1707888,0.479354,0.000249576,0.2011334],"study_design_scores_gemma":[0.002354454,0.000219289,0.01312132,0.00001170719,0.00007013886,4.790324e-7,0.0003330935,0.8634747,0.1183685,0.001356456,0.0001121529,0.0005777068],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2190176,0.00001508629,0.7714292,0.00004838735,0.0001077341,0.0001706159,0.000007533862,0.00005264918,0.00915112],"genre_scores_gemma":[0.9978019,3.478132e-7,0.001318684,0.00005559527,0.0004178564,0.00001675071,0.00006975221,0.0000167104,0.0003024276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7983545,"threshold_uncertainty_score":0.9994152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008031777148523205,"score_gpt":0.2317105554981696,"score_spread":0.2236787783496464,"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."}}