{"id":"W2087831714","doi":"10.1145/2678508.2678516","title":"PSoCCN","year":2014,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Middleware (distributed applications); Computer network; Publication; Routing (electronic design automation); The Internet; Distributed computing; 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":[0.00008654005,0.00002336184,0.00002725627,0.00001486895,0.00002764206,0.00004716379,0.0002487327,0.00000857051,0.00001195289],"category_scores_gemma":[0.000009959523,0.0000182714,0.00001928991,0.00004189566,0.000003997513,0.00009469668,0.00005663147,0.00002358057,0.0002854409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000280436,"about_ca_system_score_gemma":0.00000344138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002695594,"about_ca_topic_score_gemma":0.000002492131,"domain_scores_codex":[0.9997492,0.00001270712,0.00003262706,0.00008492719,0.0000568999,0.00006364477],"domain_scores_gemma":[0.999738,0.00002138146,0.000006247467,0.0002000585,0.00001045226,0.00002385967],"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":[3.377283e-7,0.00001015231,0.0004624196,8.410972e-7,0.000002117542,8.482864e-7,0.00004095731,0.00001244514,0.00112474,0.839866,0.01039013,0.1480891],"study_design_scores_gemma":[0.0003426561,0.00008978615,0.004163646,0.000006652088,0.000002122235,0.00001680803,0.00001107722,0.8205558,0.001670486,0.02116858,0.1517273,0.0002451277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01492058,0.000009138696,0.8663203,0.0009833472,0.0001749637,0.000009091779,2.114753e-8,0.0001815273,0.1174011],"genre_scores_gemma":[0.9905556,6.979628e-7,0.004148565,0.00140807,0.00003269627,6.381206e-7,7.730927e-8,9.221953e-7,0.003852738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.975635,"threshold_uncertainty_score":0.3668861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006331498808918925,"score_gpt":0.179195612809862,"score_spread":0.1728641140009431,"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."}}