{"id":"W2000190285","doi":"10.1155/2009/567416","title":"Optimization Techniques in Wireless Communications","year":2009,"lang":"en","type":"article","venue":"EURASIP Journal on Wireless Communications and Networking","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Wireless; Computer network; Telecommunications","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":[0.0004734051,0.0002121814,0.0002727021,0.0003103008,0.0004931743,0.0001539392,0.0008444756,0.0001197201,0.000003735217],"category_scores_gemma":[0.0000097346,0.0002254377,0.00004787603,0.0005634204,0.00008886862,0.000401155,0.0001087406,0.0007786754,0.00000228102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750147,"about_ca_system_score_gemma":0.00001848694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000341438,"about_ca_topic_score_gemma":0.00002873573,"domain_scores_codex":[0.9986204,0.0002249093,0.0006092837,0.0001431067,0.0001266045,0.0002756946],"domain_scores_gemma":[0.9981663,0.0002216842,0.0001876092,0.001226464,0.00009787095,0.0001000784],"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":[0.0000192368,0.0001734102,0.001368077,0.00001810304,0.00003238025,0.000006492254,0.0007228157,0.4323066,0.000988426,0.006461412,0.0001956973,0.5577074],"study_design_scores_gemma":[0.0003406479,0.00007601826,0.0003074894,0.0006685496,0.00001282318,0.00008558786,0.0001142662,0.9919685,0.0001453828,0.000440019,0.005540357,0.0003003204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01969808,0.01738504,0.9318452,0.003548292,0.0005400106,0.0009874585,0.000007673916,0.001054685,0.0249335],"genre_scores_gemma":[0.8996984,0.05732771,0.04259687,0.0001405691,0.0001272076,0.00002471737,0.00002893711,0.00003992853,0.00001566889],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8892484,"threshold_uncertainty_score":0.9193082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495903525586341,"score_gpt":0.2744046385392549,"score_spread":0.2494456032833915,"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."}}