{"id":"W3081268221","doi":"10.1109/isit44484.2020.9174519","title":"On the Randomized Babai Point","year":2020,"lang":"en","type":"article","venue":"","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Integer (computer science); Point (geometry); Mathematics; Randomized algorithm; Gaussian; Discrete mathematics; Algorithm; Combinatorics; Mathematical optimization; Computer science","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":[0.01858262,0.00223447,0.003484272,0.00378187,0.002534952,0.003239972,0.003162021,0.004608047,0.006765241],"category_scores_gemma":[0.08614669,0.001734278,0.002092526,0.003251901,0.01108156,0.01143799,0.006884671,0.008830687,0.002165694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551871,"about_ca_system_score_gemma":0.002974663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002198942,"about_ca_topic_score_gemma":0.001159522,"domain_scores_codex":[0.9863679,0.007203404,0.0003647938,0.001866061,0.003201032,0.0009969536],"domain_scores_gemma":[0.913083,0.07214011,0.003921009,0.005526552,0.004242611,0.001086844],"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":[0.000264511,0.00003634542,0.0006856334,0.0001106953,0.00007312837,0.0001422986,0.0001666938,0.1059695,0.0008534111,0.874001,0.003385384,0.01431139],"study_design_scores_gemma":[0.00007181401,0.00008301862,0.0001843425,0.00008397109,0.00002499152,0.000113105,0.00004124852,0.3950494,0.0007731144,0.6010068,0.002514861,0.00005322446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01753206,0.001363767,0.9677784,0.002216857,0.0002233263,0.00008492547,0.0001645261,0.000435056,0.01020101],"genre_scores_gemma":[0.6934171,0.003235169,0.2819692,0.002204502,0.001452064,0.001211278,0.0005832531,0.0007496149,0.01517791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01858262,"threshold_uncertainty_score":0.09827548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734732236782615,"score_gpt":0.2106632343562866,"score_spread":0.1933159119884604,"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."}}