{"id":"W2026487650","doi":"10.1109/iwsm-mensura.2011.45","title":"Using the COSMIC Method to Evaluate the Quality of the Documentation of Agile User Stories","year":2011,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Agile software development; Documentation; User story; Computer science; Software documentation; Quality (philosophy); COSMIC cancer database; User requirements document; Software; Software engineering; Software development; Software development process; Astrophysics; Physics","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":[0.01119337,0.0006523923,0.0007070454,0.01523794,0.001111631,0.002420216,0.000854802,0.001065107,0.002142997],"category_scores_gemma":[0.07069515,0.0003360717,0.0007931704,0.01092533,0.001159703,0.00196753,0.002087796,0.0006585277,0.0006095718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237869,"about_ca_system_score_gemma":0.001563107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00347794,"about_ca_topic_score_gemma":0.005211931,"domain_scores_codex":[0.9786131,0.005884509,0.002728981,0.0009356911,0.01138504,0.0004525686],"domain_scores_gemma":[0.8656628,0.04720397,0.02176932,0.01286162,0.05062802,0.001874349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001252803,0.000501383,0.5424163,0.0009723281,0.0006567957,0.0005998794,0.01789868,0.007080927,0.02609281,0.01267485,0.006081106,0.3837721],"study_design_scores_gemma":[0.0001076347,0.002383734,0.850935,0.000549469,0.0005441612,0.002721093,0.01260431,0.04020801,0.05415868,0.005518746,0.02969498,0.0005741615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8587474,0.001063256,0.1047779,0.0001823956,0.0001052617,0.0008260772,0.001662335,0.001377668,0.0312577],"genre_scores_gemma":[0.8727618,0.0004829245,0.1207616,0.00007909221,0.00003861029,0.0007670227,0.001958511,0.0002738443,0.002876638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523794,"threshold_uncertainty_score":0.05919695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1974892678294357,"score_gpt":0.4453230164703116,"score_spread":0.2478337486408759,"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."}}