{"id":"W4239553643","doi":"10.1145/1539024.1508880","title":"GINI","year":2009,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Virtual machine; The Internet; Set (abstract data type); Network topology; Operating system; 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":[0.002222765,0.0008298892,0.0007561096,0.001402297,0.001157269,0.003220342,0.002728555,0.001139829,0.1051489],"category_scores_gemma":[0.008952175,0.0006282949,0.0008102742,0.001285739,0.0005077368,0.003722436,0.004092436,0.002670329,0.08014254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533724,"about_ca_system_score_gemma":0.002488771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003923617,"about_ca_topic_score_gemma":0.005384133,"domain_scores_codex":[0.9984905,0.000258421,0.00006470457,0.0002791318,0.0006843142,0.0002229086],"domain_scores_gemma":[0.9969237,0.0004804008,0.0001093523,0.0008284242,0.001076887,0.0005812758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002873818,0.00008543013,0.001319255,0.0002455185,0.00002602775,0.0001250445,0.000309756,0.001529796,0.003177075,0.04010991,0.8057852,0.1469995],"study_design_scores_gemma":[0.00004275494,0.00004069059,0.0007154758,0.00006247299,0.0000145893,0.0001859533,0.00006303399,0.006915395,0.002489509,0.01103727,0.9783962,0.00003676442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01298144,0.001977406,0.2228677,0.007508446,0.003334173,0.0009189777,0.02423736,0.2455784,0.4805961],"genre_scores_gemma":[0.09773494,0.002599126,0.2732194,0.00416794,0.0006051111,0.001118486,0.107492,0.08040351,0.4326595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1051489,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008488547664246456,"score_gpt":0.2144740664703227,"score_spread":0.2059855188060763,"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."}}