{"id":"W1993803168","doi":"10.1109/snpd.2010.28","title":"Web Object Prefetching: Approaches and a New Algorithm","year":2010,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Computer science; Categorization; The Internet; Object (grammar); Web application; Algorithm; Data mining; Theoretical computer science; Artificial intelligence; World Wide Web","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":[0.0001544743,0.00008472565,0.00008276423,0.00005026992,0.00007533361,0.0002216038,0.0003430664,0.00004299186,0.00001140759],"category_scores_gemma":[0.00001614898,0.00006652493,0.00003392647,0.00008876499,0.00001961371,0.000291808,0.0001926705,0.0001969961,0.00002393456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000035279,"about_ca_system_score_gemma":0.00006681005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002368161,"about_ca_topic_score_gemma":0.00008557247,"domain_scores_codex":[0.9993677,0.00001587548,0.00008180643,0.0002677505,0.0001177523,0.0001491243],"domain_scores_gemma":[0.9994817,0.00003955014,0.00002096517,0.0003259435,0.00001119476,0.0001206016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001376314,0.00002850279,0.0004741818,0.000003119188,0.00001249286,0.000005376479,0.0004413757,0.000002443608,0.004718563,0.03838028,0.002347821,0.9535845],"study_design_scores_gemma":[0.0006065035,0.00007160098,0.002054846,0.00000767247,0.000007963766,0.0001388226,0.0000621324,0.9762362,0.001014484,0.00634649,0.01313908,0.000314205],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1967432,0.000167572,0.7705528,0.002291162,0.0007349867,0.0001341913,9.41104e-7,0.0005244349,0.02885073],"genre_scores_gemma":[0.8667917,0.000006965629,0.1274144,0.0003195794,0.0001459332,0.000002983883,5.741601e-7,0.00000520643,0.005312627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9762338,"threshold_uncertainty_score":0.2712808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04109175377186935,"score_gpt":0.218315555043357,"score_spread":0.1772238012714877,"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."}}