{"id":"W2077846458","doi":"10.1145/2002259.2002320","title":"eQoSystem","year":2011,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001021117,0.0008125834,0.001050825,0.001007996,0.0009201316,0.002964859,0.002438005,0.001275076,0.6452242],"category_scores_gemma":[0.00271326,0.0004074715,0.0005096909,0.001286832,0.0006564307,0.002759971,0.002905558,0.00140503,0.4225267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009282937,"about_ca_system_score_gemma":0.0012024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009443891,"about_ca_topic_score_gemma":0.0008137162,"domain_scores_codex":[0.9991416,0.0001263394,0.00005441913,0.0002080849,0.000346397,0.0001232023],"domain_scores_gemma":[0.9985203,0.0002269475,0.00005395846,0.0005233473,0.0004721745,0.0002032454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007974713,0.0001586024,0.0003603074,0.0006637418,0.00004787671,0.0001567672,0.00005818175,0.0007903494,0.007038761,0.02151642,0.6930941,0.2753174],"study_design_scores_gemma":[0.0002706257,0.0001461321,0.0004898038,0.0001078176,0.00003425964,0.0001920378,0.00003679128,0.004358947,0.007275006,0.009811925,0.9772424,0.00003428199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007082309,0.002756865,0.1320357,0.004992064,0.006505075,0.001755939,0.04391536,0.09957497,0.7013818],"genre_scores_gemma":[0.07536028,0.002148906,0.03308509,0.002065816,0.001198634,0.0009551539,0.04742038,0.007319316,0.8304464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3547758,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05003994524597186,"score_gpt":0.2114066067574507,"score_spread":0.1613666615114788,"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."}}