{"id":"W2032879881","doi":"10.1155/2009/703083","title":"OFDMA Architectures, Protocols, and Applications","year":2009,"lang":"en","type":"article","venue":"EURASIP Journal on Wireless Communications and Networking","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer network; Computer architecture","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":[0.0002667711,0.0002022824,0.0002234456,0.0001650144,0.0006988888,0.0001587991,0.0007018687,0.00008038243,0.00000350626],"category_scores_gemma":[0.000004562407,0.000194268,0.00004228247,0.0002567265,0.0001312106,0.0001116173,0.0001248255,0.0008654887,0.00000162537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004612515,"about_ca_system_score_gemma":0.00001249085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.208731e-7,"about_ca_topic_score_gemma":0.000004803024,"domain_scores_codex":[0.9989824,0.0001216026,0.0003830296,0.0001421975,0.0001342206,0.0002365377],"domain_scores_gemma":[0.9984291,0.0002193274,0.000137421,0.001007595,0.00006122582,0.0001453134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007959298,0.00005021234,0.0003769145,0.00001235916,0.00001944663,9.503721e-7,0.0001318427,0.0009700434,0.0009378036,0.007231373,0.0001254927,0.9901356],"study_design_scores_gemma":[0.001072222,0.0003695764,0.007289571,0.001495483,0.00004973468,0.0004543796,0.0001239514,0.1207416,0.001427353,0.03275896,0.8331585,0.001058696],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1148099,0.1793119,0.607078,0.02020499,0.0004147629,0.02678144,0.00005555177,0.00637581,0.04496775],"genre_scores_gemma":[0.9468604,0.04105667,0.01033971,0.0002882157,0.0001915255,0.001205494,0.000006279344,0.00003528889,0.00001638732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9890769,"threshold_uncertainty_score":0.7922018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480888608061517,"score_gpt":0.2936700476479963,"score_spread":0.2688611615673812,"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."}}