{"id":"W7076053884","doi":"10.1007/978-3-032-01907-3_17","title":"Rate-1 Statistical Non-interactive Zero-Knowledge","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Soundness; Constant (computer programming); Time complexity; Argument (complex analysis); Statistical model; Computational complexity theory; Statistical hypothesis testing","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":[0.003848286,0.001589131,0.002185035,0.001348514,0.001354294,0.003703006,0.004070092,0.002096039,0.02977359],"category_scores_gemma":[0.02060931,0.0008328783,0.001613905,0.001996508,0.002675317,0.004957637,0.006571813,0.004117918,0.01006069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647722,"about_ca_system_score_gemma":0.002758473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378051,"about_ca_topic_score_gemma":0.001156514,"domain_scores_codex":[0.9951997,0.001369915,0.0001890438,0.0006831822,0.001742615,0.000815592],"domain_scores_gemma":[0.9856532,0.008587449,0.0004097314,0.003570982,0.001416243,0.0003624789],"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":[0.0004110066,0.0001007449,0.0002660659,0.0002848074,0.0000748787,0.0001274508,0.0001474572,0.0538996,0.002963744,0.7955966,0.02122161,0.124906],"study_design_scores_gemma":[0.00004646536,0.00008408826,0.0001019792,0.00006372904,0.00003874677,0.0002116661,0.00003204993,0.3363853,0.00444686,0.6444585,0.01407591,0.00005471753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.004075363,0.0005378621,0.9656488,0.0005403113,0.0003182794,0.00006477502,0.0003837273,0.002035617,0.02639532],"genre_scores_gemma":[0.4999509,0.00178552,0.3932219,0.001162856,0.001360621,0.0006977078,0.001860468,0.002843296,0.09711678],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02977359,"threshold_uncertainty_score":0.09960258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262067235576316,"score_gpt":0.2633588761988614,"score_spread":0.2407382038430982,"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."}}