{"id":"W2174589003","doi":"10.1145/2567671","title":"The Hardness of Being Private","year":2014,"lang":"en","type":"article","venue":"ACM Transactions on Computation Theory","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Grantová Agentura České Republiky","keywords":"Common value auction; Context (archaeology); Communication complexity; Intersection (aeronautics); Conjecture; Computer science; Function (biology); Differential privacy; Mathematics; Exponential function; Upper and lower bounds; Discrete mathematics; Theoretical computer science; Algorithm; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007850204,0.00008459967,0.00009120652,0.00009574671,0.000404343,0.00008159564,0.0008200089,0.00003303953,0.000006805405],"category_scores_gemma":[0.000062636,0.00006472084,0.00008690533,0.0003748688,0.0001018885,0.0002632943,0.00001750798,0.0001248578,0.00001653287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008464091,"about_ca_system_score_gemma":0.00001574167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003165451,"about_ca_topic_score_gemma":0.000002889037,"domain_scores_codex":[0.9990301,0.0002591361,0.0002009329,0.0001905731,0.0001890269,0.0001302704],"domain_scores_gemma":[0.9980036,0.001146393,0.00008554121,0.0006550709,0.00006945545,0.00003994302],"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":[0.00001431878,0.00004060934,0.000007500276,0.000005582742,0.00001495755,1.403293e-7,0.0004243058,0.00177856,0.00007422223,0.6757676,0.00001671806,0.3218555],"study_design_scores_gemma":[0.000245957,0.00008060332,0.0009045186,0.00001697391,0.000009708676,0.000002964375,0.00004865153,0.02361074,0.003822608,0.9682961,0.002863681,0.00009748904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009431102,0.00001723208,0.9888892,0.0005198556,0.0004964262,0.00009020069,0.000003929584,0.000109539,0.0004424915],"genre_scores_gemma":[0.9567579,0.00001533891,0.0430298,0.0001505443,0.00001636117,0.000009364945,0.000002631722,0.000005112704,0.00001293334],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9473268,"threshold_uncertainty_score":0.3109921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100595072265786,"score_gpt":0.2427421522029972,"score_spread":0.2326826449764186,"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."}}