{"id":"W4411688153","doi":"10.1109/tcomm.2025.3583637","title":"Cell-Free Full-Duplex Communication—An Overview","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Full-Duplex Wireless Communications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Duplex (building); Computer science; Electronic engineering; 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":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0003456894,0.0004211962,0.0003922884,0.0005568382,0.001455417,0.0001731956,0.006336302,0.0002554737,0.0002957282],"category_scores_gemma":[0.00002197678,0.0005064358,0.0002410255,0.001471803,0.000404915,0.0005621209,0.00006704337,0.001280829,0.0003323729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370632,"about_ca_system_score_gemma":0.0001360353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001555204,"about_ca_topic_score_gemma":0.001738889,"domain_scores_codex":[0.9977198,0.0004517651,0.0007855345,0.0003366676,0.0002707019,0.0004354914],"domain_scores_gemma":[0.9839879,0.0009027935,0.00009311303,0.01458309,0.000246004,0.0001870987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002464783,0.001540985,0.00001108326,0.0001495507,0.000253078,5.706196e-7,0.001015828,0.9329708,0.006232652,0.02582842,0.0129033,0.01906911],"study_design_scores_gemma":[0.001566811,0.0000907416,0.0003183444,0.0003372467,0.0002549911,0.00001033483,0.0007970184,0.8897034,0.008234519,0.000752876,0.09704828,0.0008854201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07786165,0.06042366,0.7340451,0.02074376,0.001915576,0.00345769,0.001166577,0.009133941,0.09125199],"genre_scores_gemma":[0.9410197,0.02693338,0.0287371,0.000447766,0.00001384796,0.0009616954,0.0001416767,0.0001028487,0.001642006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.863158,"threshold_uncertainty_score":0.9998446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04273257713599993,"score_gpt":0.2929486101944307,"score_spread":0.2502160330584308,"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."}}