{"id":"W2090057889","doi":"10.1145/2513190.2513203","title":"Lazy data structure maintenance for main-memory analytics over sliding windows","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Overhead (engineering); Sliding window protocol; Data structure; Address space; Parallel computing; Operating system; Window (computing)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001840515,0.0001683315,0.0002094246,0.00005483098,0.0001471937,0.0001385645,0.001143896,0.000053162,0.0001387677],"category_scores_gemma":[0.0001184753,0.0001244783,0.00004075992,0.0001996428,0.00003303083,0.002258294,0.0008566186,0.00009654341,0.00003596725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003615895,"about_ca_system_score_gemma":0.00005957608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001617394,"about_ca_topic_score_gemma":0.0001656635,"domain_scores_codex":[0.998549,0.00002052458,0.0002613304,0.0005735102,0.0001984533,0.000397166],"domain_scores_gemma":[0.9976494,0.0001230096,0.0001092032,0.001913762,0.00009940267,0.000105273],"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":[0.000005806765,0.00001948335,0.0003176167,0.00008902846,0.00004501305,0.00001404828,0.0001761033,0.000385388,0.004239415,0.7744685,0.2011044,0.01913516],"study_design_scores_gemma":[0.0009259772,0.00006129272,0.0015361,0.00007960412,0.00001394593,0.00006651605,0.0003727374,0.527156,0.002180078,0.01125672,0.4557035,0.000647561],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002194056,0.00006261815,0.9946191,0.0005405486,0.0004637777,0.0004706939,0.0003658974,0.0001249173,0.001158389],"genre_scores_gemma":[0.1854373,0.00001196961,0.8060675,0.001345913,0.0003223018,0.0000326306,0.0001625534,0.00002351578,0.006596291],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7632118,"threshold_uncertainty_score":0.5076079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124195430124242,"score_gpt":0.2713907305566817,"score_spread":0.2401487762554393,"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."}}