{"id":"W4395683342","doi":"10.1109/jiot.2024.3393927","title":"Scalable Creditable-Committee-Based Blockchain Consensus Protocol for Multihop Wireless Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Natural Science Foundation of China","keywords":"Computer science; Blockchain; Computer network; Scalability; Protocol (science); Wireless; Distributed computing; Wireless network; Computer security; Telecommunications; Operating system","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":[0.001291159,0.0002205334,0.0003132352,0.0002914626,0.0001626344,0.0003397831,0.001515724,0.0002602355,0.00002540641],"category_scores_gemma":[0.00005869052,0.000189158,0.0002257484,0.0003886628,0.0001896028,0.0001393893,0.0001331455,0.0008440468,0.000007690288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008586067,"about_ca_system_score_gemma":0.0001805924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003760521,"about_ca_topic_score_gemma":0.000004452899,"domain_scores_codex":[0.9981758,0.00007157638,0.0006494826,0.0003988952,0.0002734727,0.0004307984],"domain_scores_gemma":[0.9983363,0.0004386466,0.0003062194,0.0004731484,0.0003204662,0.0001251905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005994809,0.001668936,0.000746046,0.001385725,0.0008079032,0.0003753262,0.003232162,0.02026665,0.01193373,0.1675684,0.5397581,0.2516575],"study_design_scores_gemma":[0.0008951969,0.0002185835,0.000006192157,0.0004534232,0.00001388769,0.0002485152,0.00001738465,0.9393775,0.0280649,0.009822696,0.02069163,0.0001900808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007228756,0.00008729395,0.9728824,0.003238754,0.0008675937,0.01517372,0.000003932535,0.0003338319,0.0001836812],"genre_scores_gemma":[0.8480855,0.000001761963,0.1178751,0.0005514315,0.0004161688,0.03240585,0.000001156023,0.00004245806,0.0006205722],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9191108,"threshold_uncertainty_score":0.7713641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022823710382101,"score_gpt":0.2866890551275758,"score_spread":0.2664608180237548,"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."}}