{"id":"W1543756834","doi":"","title":"Simulating DB2 buffer pool management","year":2000,"lang":"en","type":"article","venue":"Conference of the Centre for Advanced Studies on Collaborative Research","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Buffer (optical fiber); Storage management; TRACE (psycholinguistics); Cache; Disk buffer; Database; Circular buffer; Channel (broadcasting); Operating system; Computer network; Telecommunications","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":[0.0006798175,0.0002541005,0.0003968927,0.0001744123,0.0007271463,0.00008819154,0.002310014,0.00006288197,0.0000243091],"category_scores_gemma":[0.001529161,0.000175513,0.00008138699,0.001986104,0.0007219544,0.0005089555,0.001200994,0.0003343667,0.00002985495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000271399,"about_ca_system_score_gemma":0.00012249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001246686,"about_ca_topic_score_gemma":0.00002444002,"domain_scores_codex":[0.9971344,0.0002541804,0.0003929228,0.0007024174,0.0008226662,0.0006934064],"domain_scores_gemma":[0.995045,0.001185028,0.0001714005,0.001401027,0.002135776,0.00006176038],"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":[0.0002956197,0.0001973514,0.00004367969,0.000199242,0.0002635859,0.00001236441,0.002968559,0.01841057,0.001527236,0.5936922,0.00334643,0.3790432],"study_design_scores_gemma":[0.006119287,0.00202619,0.0004385433,0.002213449,0.00005349581,0.000002706193,0.05235479,0.04447634,0.2548611,0.4472922,0.1886812,0.001480707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4054492,0.0134253,0.3433851,0.1108247,0.00491278,0.03862032,0.002008314,0.00304394,0.07833035],"genre_scores_gemma":[0.9413123,0.00116416,0.05026312,0.00007732873,0.00002668945,0.0002792165,0.000003459045,0.0000206582,0.006853051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5358631,"threshold_uncertainty_score":0.7157214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036938121967527,"score_gpt":0.40580909882531,"score_spread":0.3021152866285572,"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."}}