{"id":"W3030425602","doi":"","title":"A Framework for Non-Interactive Instance-Dependent Commitment Schemes (NIC).","year":2009,"lang":"en","type":"preprint","venue":"IACR Cryptology ePrint Archive","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Variety (cybernetics); Theoretical computer science; Abstraction; Closure (psychology); Artificial intelligence","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006296833,0.0008570174,0.001183122,0.0005214883,0.0003590231,0.0003343046,0.003883395,0.0007139173,0.00004445217],"category_scores_gemma":[0.0003052502,0.0008714305,0.0008004267,0.0002500181,0.0003808365,0.0003648425,0.005104346,0.002668599,0.0001038261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838348,"about_ca_system_score_gemma":0.0003924192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003924752,"about_ca_topic_score_gemma":0.0001259274,"domain_scores_codex":[0.9949885,0.0003871528,0.000902224,0.002190925,0.0004710452,0.001060163],"domain_scores_gemma":[0.9941249,0.00149802,0.0007757735,0.003031062,0.000231579,0.0003386601],"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":[0.0002619877,0.0005527845,0.0005124748,0.0001252695,0.000386601,0.00007106285,0.003561148,0.0001144594,0.00008756934,0.9741309,0.001561295,0.01863444],"study_design_scores_gemma":[0.0008430699,0.000302679,0.002190797,0.0004113672,0.00006459122,0.00003643263,0.0001461853,0.005260153,0.001506894,0.9777856,0.01062056,0.0008316619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006002364,0.0003479705,0.9825755,0.002934884,0.002408454,0.002220809,0.000550301,0.0003987914,0.002560869],"genre_scores_gemma":[0.06057429,0.0003634721,0.9365086,0.001114445,0.0003315075,0.0008464768,0.0002221498,0.00003838286,6.783396e-7],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05457192,"threshold_uncertainty_score":0.9996323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388831015462803,"score_gpt":0.3142618442050231,"score_spread":0.2903735340503951,"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."}}