{"id":"W4402156026","doi":"10.1109/icc51166.2024.10622625","title":"On Dependability of Heterogeneous Distributed Oracle System in Blockchain","year":2024,"lang":"en","type":"article","venue":"","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China","keywords":"Blockchain; Dependability; Computer science; Oracle; Distributed ledger; Operating system; Distributed computing; Computer security; Software 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001429915,0.000480075,0.0006183131,0.0009992217,0.0007019172,0.000845216,0.0007678245,0.000606464,0.001736944],"category_scores_gemma":[0.009219862,0.0002910186,0.0005807758,0.0005810537,0.001412506,0.002066206,0.001054476,0.0009223801,0.0001174965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363788,"about_ca_system_score_gemma":0.0008970833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005921316,"about_ca_topic_score_gemma":0.002367699,"domain_scores_codex":[0.9988391,0.0003560059,0.00005318065,0.0001978191,0.0003359255,0.0002179352],"domain_scores_gemma":[0.9930687,0.00461647,0.001048743,0.0004499755,0.00060692,0.000209134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002016547,0.0000523889,0.006025902,0.0001481171,0.00006351886,0.0005537053,0.0004330776,0.8705847,0.01180303,0.1004264,0.00066163,0.009045942],"study_design_scores_gemma":[0.000007652989,0.00003380695,0.0006567603,0.000006186035,0.00001194298,0.00005874309,0.00003065329,0.9820587,0.0008349205,0.01616006,0.0001312847,0.000009279654],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6361228,0.0009115118,0.35549,0.0008231878,0.0000380583,0.00007203314,0.0002386523,0.0003004459,0.00600326],"genre_scores_gemma":[0.9976671,0.0001838585,0.001613024,0.00001733559,0.00001094928,0.00002536382,0.00004802908,0.00001306078,0.0004212309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005921316,"threshold_uncertainty_score":0.01177371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007893332909944744,"score_gpt":0.2343723274131723,"score_spread":0.2264789945032276,"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."}}