{"id":"W4389543494","doi":"10.1109/bcca58897.2023.10338909","title":"Role of Blockchain in Spectrum Sharing in B5G Networks Service","year":2023,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Blockchain; Computer science; Quality of service; Flexibility (engineering); Spectrum management; Computer network; Service (business); Telecommunications; Wireless; Computer security; Business; Cognitive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00297547,0.000442139,0.0007962111,0.000628989,0.001728699,0.003128664,0.001623673,0.001673889,0.008298219],"category_scores_gemma":[0.009093825,0.0003392258,0.0004979311,0.001105591,0.002282296,0.005774476,0.002775011,0.001795059,0.0011043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785233,"about_ca_system_score_gemma":0.00257107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621462,"about_ca_topic_score_gemma":0.002360338,"domain_scores_codex":[0.9976199,0.001101465,0.0001058615,0.0003301796,0.0005002557,0.0003424124],"domain_scores_gemma":[0.9935653,0.003504756,0.0005481449,0.001086227,0.000679281,0.0006163079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004469578,0.0002356656,0.002977515,0.0002628972,0.00006209986,0.000805778,0.0008105136,0.2926963,0.00895061,0.6280451,0.003744531,0.060962],"study_design_scores_gemma":[0.0001187946,0.0002248357,0.0004888556,0.0001142483,0.00002884739,0.0003956321,0.0002923681,0.6599244,0.004695703,0.3110977,0.02255089,0.00006769851],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.207544,0.00317346,0.7229838,0.003688233,0.0003764355,0.000411448,0.0003007323,0.0008110221,0.06071093],"genre_scores_gemma":[0.9536048,0.0008998487,0.03984727,0.0002099102,0.00006152895,0.0001594986,0.0001027315,0.00005926274,0.005055007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008298219,"threshold_uncertainty_score":0.02776033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009207877505529377,"score_gpt":0.2255402878970277,"score_spread":0.2163324103914983,"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."}}