{"id":"W2271638346","doi":"","title":"VNT: A User-Extensible Virtual Network Toolkit","year":2008,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Extensibility; Human–computer interaction; World Wide Web; Operating system","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":[0.001753199,0.001306165,0.001098787,0.001249805,0.0007205653,0.002757869,0.003388323,0.001239327,0.0157314],"category_scores_gemma":[0.005906459,0.001409374,0.00122528,0.0008840212,0.0007303315,0.004281283,0.004601758,0.002689516,0.008701667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007212284,"about_ca_system_score_gemma":0.001219141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00313338,"about_ca_topic_score_gemma":0.003371025,"domain_scores_codex":[0.9988531,0.0002218329,0.0001416234,0.0001482134,0.0004513246,0.0001839884],"domain_scores_gemma":[0.9983066,0.0005942381,0.00007577381,0.000527698,0.000220855,0.0002747583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003433531,0.000612413,0.004884219,0.00230958,0.0005342721,0.00211454,0.002194668,0.06921931,0.05524559,0.0950626,0.306573,0.4578162],"study_design_scores_gemma":[0.0006599349,0.0001783622,0.001994848,0.0004048804,0.0002323829,0.001229382,0.0002193411,0.2810213,0.04258839,0.06342901,0.6075593,0.0004828766],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00650443,0.0003745221,0.6226061,0.0001834074,0.0003402928,0.000336323,0.003114477,0.3527055,0.01383492],"genre_scores_gemma":[0.2615266,0.002052833,0.4795992,0.001142164,0.0002212231,0.002256075,0.03493629,0.1498318,0.0684338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0157314,"threshold_uncertainty_score":0.05262673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021515082217873,"score_gpt":0.2332648564704691,"score_spread":0.2117497742525961,"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."}}