{"id":"W2971100669","doi":"10.2478/popets-2019-0061","title":"A Bit More Than a Bit Is More Than a Bit Better","year":2019,"lang":"en","type":"article","venue":"Proceedings on Privacy Enhancing Technologies","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Download; Server; Upload; Protocol (science); Theoretical computer science; Bit (key); Computer network; Arithmetic; Computer security; Mathematics; World Wide Web","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":[0.008465236,0.0007902074,0.001714704,0.001856985,0.002815566,0.008503621,0.003409344,0.003804575,0.01975653],"category_scores_gemma":[0.04964298,0.0008940456,0.00116479,0.003247047,0.008031736,0.02386047,0.004803021,0.006009745,0.005401049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316609,"about_ca_system_score_gemma":0.002339545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009962156,"about_ca_topic_score_gemma":0.0005991114,"domain_scores_codex":[0.9887056,0.00508988,0.0005239302,0.001920827,0.002835021,0.0009247755],"domain_scores_gemma":[0.9281697,0.04284589,0.004230905,0.01932577,0.003973601,0.00145415],"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":[0.0006946994,0.0001750761,0.001308321,0.0004317495,0.0001370093,0.0001772929,0.0004972137,0.02073975,0.004859105,0.9107046,0.01228685,0.04798837],"study_design_scores_gemma":[0.00007309225,0.0001766093,0.000351471,0.0001335354,0.00009491461,0.0005387756,0.0002757963,0.08576564,0.007276891,0.886225,0.01899642,0.00009180806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1404472,0.005862529,0.7253743,0.02977449,0.001155854,0.000297598,0.001014733,0.001551413,0.09452186],"genre_scores_gemma":[0.8616835,0.002272659,0.1117174,0.003031275,0.0007694059,0.0002911656,0.000429635,0.0007464744,0.01905861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01975653,"threshold_uncertainty_score":0.06609213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152946743341263,"score_gpt":0.2431186547008687,"score_spread":0.2315891872674561,"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."}}