{"id":"W2203688075","doi":"10.1145/1508865.1508880","title":"GINI","year":2009,"lang":"en","type":"article","venue":"","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; The Internet; Virtual machine; Network topology; Set (abstract data type); Operating system; Computer network; Distributed computing; Human–computer interaction; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.002064789,0.0008087969,0.0007553887,0.001385921,0.001011902,0.00289138,0.002666038,0.001090443,0.08495085],"category_scores_gemma":[0.008751624,0.0006003944,0.0008258577,0.001297549,0.0004733004,0.003361844,0.003610259,0.00246055,0.05780935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447903,"about_ca_system_score_gemma":0.002240543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554044,"about_ca_topic_score_gemma":0.004353424,"domain_scores_codex":[0.9987004,0.0002219435,0.00005638224,0.0002470817,0.0005862805,0.0001879127],"domain_scores_gemma":[0.9972461,0.00049315,0.0001088081,0.0007160422,0.0009637387,0.0004721444],"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":[0.0003207855,0.00009633262,0.001760184,0.0003103951,0.00003620785,0.0001490935,0.0003355565,0.002928933,0.003956838,0.05532877,0.755016,0.1797608],"study_design_scores_gemma":[0.00005182188,0.00004634301,0.0009396389,0.00007404159,0.00001943187,0.0002458993,0.00006470623,0.01279789,0.003541741,0.01573954,0.9664326,0.00004622485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01613171,0.002179451,0.2953882,0.006504557,0.002931912,0.0009038326,0.02391656,0.2411222,0.4109216],"genre_scores_gemma":[0.1197533,0.002794905,0.3515419,0.003393616,0.0005625158,0.001166543,0.1042733,0.08011765,0.3363964],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08495085,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004959376068410198,"score_gpt":0.2004039766983546,"score_spread":0.1954446006299443,"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."}}