{"id":"W2008063114","doi":"10.1145/1882291.1882335","title":"DSketch","year":2010,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Dependency (UML); Software engineering; Software; Process (computing); Software maintenance; Software system; Programming language; Software development","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001193449,0.00002694277,0.00002377867,0.0000371616,0.00001744423,0.00005997625,0.0005501898,0.00001968106,0.000128502],"category_scores_gemma":[0.0002244555,0.00002227145,0.00001108195,0.0001559885,0.000008619124,0.0001236596,0.0001280243,0.0001323224,0.0004579937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002874552,"about_ca_system_score_gemma":0.0000182531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009435846,"about_ca_topic_score_gemma":0.000003968029,"domain_scores_codex":[0.9996184,0.000002704161,0.00003129402,0.0001022846,0.0001247275,0.0001205499],"domain_scores_gemma":[0.9993947,0.0001603031,0.000002726871,0.0003660798,0.0000238216,0.00005236502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[6.00361e-7,0.00004662335,0.04882989,0.000008020161,0.000007669237,0.00003049094,0.0002189609,0.00002604569,0.05138834,0.6851838,0.02487043,0.1893892],"study_design_scores_gemma":[0.0004759526,0.00008402667,0.5042152,0.000004792196,0.000001009298,0.0001096559,0.000005885577,0.1087485,0.1085503,0.01280666,0.2644365,0.0005615166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1806912,0.000004193341,0.8078296,0.0008510591,0.0006136547,0.00003324057,5.489044e-8,0.0006663796,0.009310692],"genre_scores_gemma":[0.8614814,2.491616e-7,0.1369008,0.00005589788,0.00003870534,0.000002958318,5.731078e-8,0.000002369805,0.0015176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6807902,"threshold_uncertainty_score":0.5886735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029217490388157,"score_gpt":0.2582733578438773,"score_spread":0.2479811829399958,"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."}}