{"id":"W2097429059","doi":"10.1109/ms.2010.36","title":"Agility and Architecture: Can They Coexist?","year":2010,"lang":"en","type":"article","venue":"IEEE Software","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agile software development; Computer science; Software engineering; Software architecture; Agile Unified Process; Software development; Popularity; Architecture; Lean software development; Process management; Software development process; Systems engineering; Engineering management; Engineering; Software","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":[0.009872717,0.001289898,0.002206663,0.004261133,0.003258753,0.02017578,0.002827771,0.007112941,0.01307186],"category_scores_gemma":[0.01961672,0.001344137,0.0008963016,0.004480472,0.02399967,0.04405821,0.01302778,0.01006022,0.002850391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004349804,"about_ca_system_score_gemma":0.005592011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005408723,"about_ca_topic_score_gemma":0.004638184,"domain_scores_codex":[0.9877442,0.006122348,0.0004154728,0.001242629,0.002102707,0.0023727],"domain_scores_gemma":[0.9784126,0.01097438,0.00255827,0.001556504,0.002571388,0.003926946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002543177,0.0001460586,0.01524694,0.000835994,0.0001836704,0.0004160048,0.0110824,0.0006636421,0.0005049435,0.7601831,0.01602535,0.1944575],"study_design_scores_gemma":[0.00005004807,0.0001483902,0.009670347,0.001336308,0.00008863406,0.000643387,0.01361941,0.001180216,0.0001313453,0.9149159,0.05812607,0.00008980731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07921042,0.1879272,0.06039147,0.3671506,0.004537971,0.0001677001,0.000243904,0.0008619344,0.2995088],"genre_scores_gemma":[0.8933938,0.05035556,0.01467726,0.02198481,0.004484292,0.0002768897,0.0001687915,0.000218791,0.01443978],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02017578,"threshold_uncertainty_score":0.05221254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863158711266795,"score_gpt":0.2656386771158057,"score_spread":0.2470070900031378,"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."}}