{"id":"W2990039386","doi":"10.48550/arxiv.1909.06462","title":"A transparent referendum protocol with immutable proceedings and\\n verifiable outcome for trustless networks","year":2019,"lang":"","type":"book-chapter","venue":"arXiv (Cornell University)","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transparency (behavior); Referendum; Polling; Computer security; Computer science; Voting; Confidentiality; Anonymity; Protocol (science); Verifiable secret sharing; Electronic voting; Cryptographic protocol; Ledger; Internet privacy; Cryptography; Political science; Computer network; Business; Politics; Law","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003984282,0.0008636399,0.00104097,0.0003797079,0.0007060489,0.0002041283,0.001837722,0.001136436,0.00009333564],"category_scores_gemma":[0.000006756356,0.0008712176,0.0002443389,0.0004946404,0.0005914174,0.000560351,0.0004917695,0.001072685,0.00003007021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145694,"about_ca_system_score_gemma":0.0002294653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004398375,"about_ca_topic_score_gemma":0.00004241355,"domain_scores_codex":[0.9960415,0.00001786821,0.0005747759,0.002322973,0.0001358414,0.0009070165],"domain_scores_gemma":[0.9971932,0.00009990417,0.0006960165,0.001227233,0.0005066766,0.0002770301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005188038,0.0001516619,0.001833634,0.0004958017,0.0002047378,0.00002242747,0.00009723051,0.004775638,0.000008155052,0.9904244,0.00007850509,0.001388993],"study_design_scores_gemma":[0.006015406,0.001768956,0.0002706454,0.0005585437,0.0005036587,0.00004927869,0.0001433456,0.8711885,0.0001234222,0.03520661,0.08217186,0.001999788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004023437,0.00005452282,0.8725145,0.0002828927,0.0001831025,0.1003057,0.00007483072,0.0004667167,0.02209426],"genre_scores_gemma":[0.9487015,0.0001140757,0.002267068,0.0001099619,0.00007898401,0.003847583,0.00001766062,0.0001043752,0.04475882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9552178,"threshold_uncertainty_score":0.9993739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09280290863390228,"score_gpt":0.2084377264990293,"score_spread":0.115634817865127,"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."}}