{"id":"W4306763675","doi":"10.1145/3551661.3561372","title":"Cache-Aided Delivery Network in a Shared Cache Framework with Correlated Sources","year":2022,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Cache; Computer science; Smart Cache; Computer network; Cache algorithms; Cluster analysis; Distributed computing; CPU cache","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":[0.0004453466,0.0001916178,0.0002382861,0.0001409353,0.0003691916,0.000178743,0.001022852,0.00007027696,0.0002288787],"category_scores_gemma":[0.00002753363,0.0001675301,0.00007626877,0.00118305,0.00003231782,0.000294187,0.0006929657,0.0007615034,0.00003373946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314301,"about_ca_system_score_gemma":0.0001183804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741609,"about_ca_topic_score_gemma":0.0002896341,"domain_scores_codex":[0.9980474,0.0002307204,0.0002638743,0.0005297856,0.0004465177,0.0004817099],"domain_scores_gemma":[0.9989148,0.0002641494,0.0000952889,0.0005801116,0.00004539028,0.0001002656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005797656,0.0006488634,0.1841846,0.00002583684,0.0002720722,0.001455431,0.01150413,0.7095412,0.0003214014,0.04116534,0.0295284,0.02077292],"study_design_scores_gemma":[0.002110366,0.00065635,0.01752844,0.0001618151,0.00003533884,0.0002326557,0.001743269,0.9667258,0.00004044899,0.003989668,0.005723945,0.001051859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869386,0.001065319,0.1243263,0.001164714,0.0005925309,0.0003016873,0.000005185126,0.0005724573,0.002585829],"genre_scores_gemma":[0.9902899,0.000008901631,0.006174911,0.001886466,0.00005934805,0.00006328636,0.00001021476,0.00001640874,0.00149055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2571846,"threshold_uncertainty_score":0.6831679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158178445562688,"score_gpt":0.1905783857693313,"score_spread":0.1789966013137044,"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."}}