{"id":"W4393042598","doi":"10.1145/3652025","title":"Fast Multivariate Multipoint Evaluation over All Finite Fields","year":2024,"lang":"en","type":"article","venue":"Journal of the ACM","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Indian Institute of Technology Bombay; Department of Atomic Energy, Government of India","keywords":"Multivariate statistics; Computer science; Multivariate analysis; Algorithm; Machine learning","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":[0.002267251,0.001261072,0.001922756,0.0009988634,0.0009066992,0.00215374,0.001974838,0.0008310414,0.006701384],"category_scores_gemma":[0.008154328,0.0005763554,0.001494484,0.001816617,0.001317844,0.006778151,0.003886966,0.002459057,0.001993882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869026,"about_ca_system_score_gemma":0.001500086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088079,"about_ca_topic_score_gemma":0.003280344,"domain_scores_codex":[0.9974016,0.0004972551,0.0001426589,0.0006821363,0.0008201416,0.000456189],"domain_scores_gemma":[0.9947878,0.002499837,0.000421229,0.001603958,0.0004775224,0.0002096263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002804367,0.0002470881,0.008217995,0.0008202046,0.0002501479,0.0005784534,0.0006340308,0.1827254,0.03226111,0.1930268,0.01930168,0.5591326],"study_design_scores_gemma":[0.0002067252,0.0002475906,0.001363725,0.00007694537,0.00008448241,0.0003103889,0.0001348282,0.7099813,0.02715439,0.2506267,0.009746817,0.00006612844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1030743,0.00117447,0.8813391,0.0008230921,0.00008820738,0.0001311695,0.0006177045,0.00654319,0.006208793],"genre_scores_gemma":[0.6754553,0.0004311808,0.3142348,0.0002695645,0.0001684057,0.0001867271,0.0008294504,0.0008258744,0.007598766],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006701384,"threshold_uncertainty_score":0.02241832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456462603007133,"score_gpt":0.3175153950708174,"score_spread":0.2929507690407461,"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."}}