{"id":"W3196094371","doi":"10.1145/3447548.3469441","title":"The Third International Workshop on Smart Data for Blockchain and Distributed Ledger (SDBD2021): Joint Workshop with SIGKDD 2021 Trust Day","year":2021,"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":"Simon Fraser University","funders":"","keywords":"Computer science; Distributed ledger; Incentive; Sophistication; Blockchain; Interpretability; Data science; Computer security; Ledger; Business","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":[0.01916,0.001256067,0.001594321,0.001481053,0.002570227,0.009213918,0.00277518,0.004597334,0.02016416],"category_scores_gemma":[0.01600895,0.000761962,0.001641114,0.001775464,0.001933005,0.007575442,0.008246297,0.005886887,0.006882578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005637464,"about_ca_system_score_gemma":0.01113044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008019904,"about_ca_topic_score_gemma":0.009065861,"domain_scores_codex":[0.9888772,0.004504755,0.000417372,0.001394174,0.003295294,0.001511139],"domain_scores_gemma":[0.9856116,0.004403486,0.0003487917,0.001636291,0.00363366,0.004366152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009733243,0.0005282488,0.0009543592,0.0006569852,0.0001069054,0.0005236034,0.001433676,0.01013954,0.002951215,0.07952124,0.6721308,0.2300802],"study_design_scores_gemma":[0.0001653116,0.0002737542,0.0006074662,0.0003896045,0.00003397075,0.0001952005,0.0006647272,0.01710006,0.003751469,0.04438259,0.9323636,0.00007234166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04027631,0.03709996,0.5391073,0.177864,0.07315575,0.002371984,0.006661242,0.005756586,0.117707],"genre_scores_gemma":[0.2561245,0.02647655,0.2550553,0.013148,0.01534505,0.002398711,0.02323817,0.003478477,0.4047353],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02016416,"threshold_uncertainty_score":0.101329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693361147889397,"score_gpt":0.2635066274518401,"score_spread":0.2365730159729461,"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."}}