{"id":"W2157071918","doi":"10.1109/icc.2000.853651","title":"Downlink capacity enhancement in GSM systems with frequency hopping and multiple beam smart antennas","year":2002,"lang":"en","type":"article","venue":"","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Time division multiple access; GSM; Telecommunications link; Electronic engineering; Computer science; Interference (communication); Smart antenna; Transmission (telecommunications); Engineering; Directional antenna; Computer network; Telecommunications; Antenna (radio)","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":[0.0004506878,0.0001304947,0.0001812229,0.000150537,0.0001351326,0.0002286468,0.0008465229,0.00005398622,0.00002347587],"category_scores_gemma":[0.00003399284,0.0001036153,0.00001606737,0.0005440781,0.00009742792,0.0004844752,0.0003420404,0.0002739073,0.00003334805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009452453,"about_ca_system_score_gemma":0.00001972205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131783,"about_ca_topic_score_gemma":0.0006166773,"domain_scores_codex":[0.9984928,0.0001481633,0.0002693422,0.0003653288,0.0003482696,0.0003761447],"domain_scores_gemma":[0.9985759,0.0002064773,0.00006498164,0.0009290713,0.0001087236,0.0001148508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005995337,0.002873502,0.6400667,0.0007470091,0.0003142016,0.0002340751,0.01903462,0.01425677,0.05230397,0.1438074,0.00472586,0.121576],"study_design_scores_gemma":[0.0006331708,0.00009898981,0.008123776,0.0001586078,0.00000112041,0.00002188321,0.00009295834,0.9894356,0.0006113884,0.00006540987,0.0005382351,0.0002188336],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.519873,0.002095085,0.4654976,0.0022929,0.0001361604,0.000799402,0.000001401559,0.0001976802,0.009106763],"genre_scores_gemma":[0.9796553,0.0003942417,0.01938705,0.00008526344,0.00001972222,0.00004993423,0.000001162032,0.000007157772,0.0004001382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9751788,"threshold_uncertainty_score":0.4225309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04842819362765498,"score_gpt":0.2372350378739801,"score_spread":0.1888068442463251,"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."}}