{"id":"W4230035235","doi":"10.1145/774838.774839","title":"EVolve","year":2003,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Visualization; Java; Extensibility; Protocol (science); Data visualization; Context (archaeology); Variety (cybernetics); Human–computer interaction; Programming language; Software engineering; Data mining; Artificial intelligence","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":[0.0009097414,0.0008618286,0.0005168597,0.001159938,0.0006799628,0.002154495,0.001266782,0.0009286038,0.02501045],"category_scores_gemma":[0.003620452,0.0005420059,0.001027238,0.0009355369,0.0003805183,0.003127031,0.002150392,0.001511298,0.007454527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004095376,"about_ca_system_score_gemma":0.0007880871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224341,"about_ca_topic_score_gemma":0.002848319,"domain_scores_codex":[0.9994763,0.0001039509,0.00004124082,0.0001136151,0.0002133379,0.00005158702],"domain_scores_gemma":[0.9990469,0.0003198425,0.00006189488,0.0002923592,0.0001955205,0.00008343654],"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":[0.0006740848,0.0001855608,0.005566671,0.001231631,0.0002158085,0.0005829774,0.001746936,0.02583138,0.02241999,0.1519353,0.3100103,0.4795994],"study_design_scores_gemma":[0.0001182039,0.00009775983,0.00305088,0.0002141654,0.00007966736,0.0008581606,0.0002542443,0.09838495,0.02457238,0.05938994,0.8128603,0.0001192798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0176314,0.001048082,0.7241804,0.0009973127,0.0003669391,0.0002768706,0.01197535,0.1707063,0.07281733],"genre_scores_gemma":[0.1541029,0.002275939,0.6931555,0.0008325749,0.0001674038,0.0008619529,0.03496595,0.0501182,0.06351952],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02501045,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007577685580018667,"score_gpt":0.2108294848545255,"score_spread":0.2032517992745068,"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."}}