{"id":"W2951287769","doi":"10.48550/arxiv.1502.05204","title":"Clustered Integer 3SUM via Additive Combinatorics","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Combinatorics; Mathematics; Integer (computer science); Monotone polygon; Bounded function; Sublinear function; Exponential time hypothesis; Constant (computer programming); Discrete mathematics; Upper and lower bounds; Time complexity; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002842315,0.0003954507,0.0004151395,0.0002499941,0.0001632956,0.0001837585,0.002945604,0.0004012032,0.00004364313],"category_scores_gemma":[0.00004161187,0.000418099,0.0001785962,0.0005490046,0.0001116867,0.000732408,0.007499585,0.00085258,0.0002749006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829066,"about_ca_system_score_gemma":0.0003167271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002043123,"about_ca_topic_score_gemma":0.00001532082,"domain_scores_codex":[0.9977154,0.0001881772,0.0002264291,0.001279977,0.0001813088,0.0004086929],"domain_scores_gemma":[0.9969387,0.0001021911,0.0003145633,0.001832193,0.0004730088,0.0003393385],"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":[0.000214917,0.001264624,0.001214579,0.0002379093,0.0005567377,0.003469758,0.002097166,0.08347542,0.00003873002,0.7473302,0.1396896,0.02041034],"study_design_scores_gemma":[0.0006479553,0.00007884295,0.0001858084,0.0001080237,0.00003993992,0.00000869932,0.00005934534,0.8109041,0.00006160379,0.1777049,0.009635646,0.000565156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007528138,0.0000957621,0.9833805,0.00007898996,0.002268174,0.0002866238,0.0001081626,0.000340542,0.00591311],"genre_scores_gemma":[0.9941838,0.0001087672,0.002553514,0.0001203766,0.0001355515,0.000001470879,0.0001609109,0.00002401747,0.002711642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9866556,"threshold_uncertainty_score":0.9998271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07588828621721617,"score_gpt":0.1926219606029567,"score_spread":0.1167336743857405,"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."}}