{"id":"W2098699135","doi":"10.5539/nct.v1n2p28","title":"Open Wireless System Cloud: An Architecture for Future Wireless Communications System","year":2012,"lang":"en","type":"article","venue":"Network and Communication Technologies","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Municipal wireless network; Wireless; Computer network; Computer science; Wi-Fi array; Cognitive radio; Wireless intrusion prevention system; Wireless network; Wireless WAN; Radio resource management; Cloud computing; Fixed wireless; Flexibility (engineering); Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.001505135,0.0003012684,0.0004336562,0.0001247918,0.002154165,0.0006425739,0.01158876,0.0002960312,9.929556e-7],"category_scores_gemma":[0.00002413013,0.0002728236,0.00006186504,0.0008097543,0.0003219598,0.001102261,0.007823279,0.000579539,0.00000670539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141357,"about_ca_system_score_gemma":0.0000538576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001633303,"about_ca_topic_score_gemma":0.000133244,"domain_scores_codex":[0.9977257,0.0006580369,0.0004999568,0.0003998211,0.0001666622,0.0005498591],"domain_scores_gemma":[0.9918775,0.0004517225,0.0003595134,0.006929075,0.0002618635,0.0001203532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008973026,0.00005569039,0.0003003937,0.00004032418,0.00002481394,8.301166e-8,0.0007689616,0.00002297854,0.00003783675,0.6987981,0.001099634,0.2988423],"study_design_scores_gemma":[0.002289683,0.0004415773,0.002572013,0.001476716,0.0001240756,0.0001981429,0.04064009,0.3130491,0.0007917793,0.01070896,0.6256928,0.002015008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0188509,0.08486205,0.8439029,0.02747865,0.001226867,0.004242184,0.00003029749,0.008842265,0.01056384],"genre_scores_gemma":[0.8788422,0.00745139,0.1123628,0.0001563531,0.0001767062,0.0008698568,0.000069622,0.00002706198,0.00004405068],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8599913,"threshold_uncertainty_score":0.9999724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076418760378884,"score_gpt":0.2930790842484787,"score_spread":0.2523148966446899,"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."}}