{"id":"W2047000830","doi":"10.1109/vissof.2007.4290720","title":"Visual Analysis of Azureus using VERSO","year":2007,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Task (project management); Computer science; Artificial intelligence; Engineering","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":[0.0004996034,0.0009437657,0.0004152271,0.001958171,0.0007375618,0.002458401,0.000466632,0.0005146668,0.03910017],"category_scores_gemma":[0.002185388,0.0002302756,0.0006438316,0.0008958717,0.0005428386,0.002248292,0.001045481,0.0008758061,0.007132871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004636474,"about_ca_system_score_gemma":0.000300437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861093,"about_ca_topic_score_gemma":0.003517982,"domain_scores_codex":[0.9998013,0.00004934566,0.00001465627,0.00005436804,0.00005395714,0.0000263581],"domain_scores_gemma":[0.9993188,0.0003198027,0.00003884679,0.00009777049,0.0001636962,0.00006113526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001299532,0.0001192431,0.005257306,0.002530342,0.0001382365,0.002857388,0.01007433,0.01144713,0.1575049,0.05247599,0.1338739,0.6224218],"study_design_scores_gemma":[0.0001077097,0.0002896023,0.01680598,0.0009593287,0.00008845199,0.00187156,0.005634197,0.09720708,0.05476602,0.0455286,0.7765041,0.0002374088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1074328,0.002318453,0.6296737,0.002274694,0.001494528,0.000575427,0.01459241,0.04190393,0.199734],"genre_scores_gemma":[0.4494951,0.002132043,0.4544488,0.0005833265,0.0005077603,0.0003875947,0.01613109,0.01229744,0.06401678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03910017,"threshold_uncertainty_score":0.1308031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661050425939417,"score_gpt":0.3423521174109593,"score_spread":0.3157416131515651,"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."}}