{"id":"W3117506726","doi":"10.1109/sp40001.2021.00096","title":"Compact Certificates of Collective Knowledge","year":2021,"lang":"en","type":"article","venue":"","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Axela (Canada); University of Waterloo","funders":"","keywords":"Certificate; Computer science; Scheme (mathematics); Computer security; Block (permutation group theory); Authorization certificate; Certificate authority; Theoretical computer science; Public-key cryptography; Mathematics; Encryption","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":[0.00665511,0.0007686375,0.001273425,0.001589607,0.001797505,0.005308662,0.002705528,0.001834498,0.01007825],"category_scores_gemma":[0.02853483,0.0007813772,0.001093352,0.002548956,0.004498098,0.01594578,0.008800766,0.003458927,0.002295284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435,"about_ca_system_score_gemma":0.003185746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394917,"about_ca_topic_score_gemma":0.00106385,"domain_scores_codex":[0.9908343,0.002103414,0.0006218368,0.001192217,0.004312883,0.0009353617],"domain_scores_gemma":[0.9599932,0.009168241,0.003244517,0.02233198,0.003771794,0.001490202],"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":[0.0008302703,0.0001734054,0.001766139,0.0004888678,0.00007324026,0.00032267,0.0006913909,0.072492,0.006701309,0.7705585,0.008446443,0.1374557],"study_design_scores_gemma":[0.0004203286,0.000644766,0.0006493478,0.0002988665,0.00009724369,0.000712668,0.0002562878,0.195296,0.01878178,0.6948588,0.08788045,0.0001033284],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04694988,0.0009285421,0.9264464,0.001286843,0.0003386967,0.0005877615,0.0005965017,0.003914217,0.01895117],"genre_scores_gemma":[0.6938642,0.0007588363,0.2895159,0.0003418023,0.0003001922,0.0006061147,0.001137491,0.0004172967,0.01305834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01007825,"threshold_uncertainty_score":0.03519601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349469486433033,"score_gpt":0.2761659120141761,"score_spread":0.2412189633708728,"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."}}