{"id":"W2130375470","doi":"10.1109/iscas.2011.5937727","title":"Antenna-array 2D-IIR digital filters for carrier-modulated frequency-agile and cognitive wireless systems","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced Adaptive Filtering Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Electronic engineering; Beamforming; Narrowband; Bit error rate; Telecommunications; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00005009071,0.0002514914,0.0002739301,0.00007700938,0.0000553811,0.00005828125,0.0001125914,0.0001072032,0.00002260862],"category_scores_gemma":[0.00004418371,0.0002431474,0.00005507009,0.0001007483,0.00008995853,0.0004529568,0.00003335876,0.0001084917,0.000007483321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004684414,"about_ca_system_score_gemma":0.00001156732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000292085,"about_ca_topic_score_gemma":0.000007447179,"domain_scores_codex":[0.9990327,0.000009986794,0.0002422825,0.0002930166,0.00008875788,0.0003332948],"domain_scores_gemma":[0.9994267,0.00007492873,0.00003940758,0.0001904081,0.0001530766,0.000115517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001988094,0.0001397886,0.004801536,0.001173729,0.001077937,0.0001652049,0.003738306,0.0002226934,0.9585838,0.00962131,0.00122917,0.01904771],"study_design_scores_gemma":[0.002818286,0.0009200015,0.00527405,0.00139174,0.0002375148,0.0003059453,0.003294898,0.07597554,0.889228,0.01463887,0.002693638,0.003221479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2070449,0.0002715716,0.7798018,0.000003804272,0.0002684579,0.0006065504,0.0007134815,0.001650617,0.009638817],"genre_scores_gemma":[0.9899963,0.00002350083,0.00928451,0.0000148302,0.0000402567,0.0001449386,0.00005367314,0.00008225231,0.0003597725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7829514,"threshold_uncertainty_score":0.9915261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02351864856375479,"score_gpt":0.22125569164332,"score_spread":0.1977370430795652,"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."}}