{"id":"W3187068675","doi":"10.1109/tse.2021.3099532","title":"What Makes Agile Software Development Agile?","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Software Engineering","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; University of Calgary","funders":"European Regional Development Fund; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Christian Doppler Forschungsgesellschaft; Bundesministerium für Digitalisierung und Wirtschaftsstandort; Science Foundation Ireland; Ministerio de Ciencia, Innovación y Universidades; Österreichische Nationalstiftung für Forschung, Technologie und Entwicklung","keywords":"Agile software development; Extreme programming practices; Computer science; Agile Unified Process; Lean software development; Software development; Software; Agile usability engineering; Process management; Process (computing); Software development process; Empirical research; Software engineering; Knowledge management; Engineering management; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002404745,0.0004008151,0.0003104147,0.0002750965,0.0002466763,0.0006085063,0.0006719906,0.000185897,0.0001188692],"category_scores_gemma":[0.0001298327,0.0004504531,0.0001738629,0.0008068845,0.00001724813,0.001892286,0.00001734701,0.0005802389,0.0001223628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787292,"about_ca_system_score_gemma":0.0001803534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005405118,"about_ca_topic_score_gemma":0.000005798309,"domain_scores_codex":[0.9978738,0.00003828169,0.0004011005,0.0006702066,0.0004728488,0.0005437536],"domain_scores_gemma":[0.9980125,0.0006213603,0.00007316171,0.0009011474,0.0001754467,0.0002163248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001729398,0.0004574457,0.0001089201,0.0003681795,0.0003621421,0.000604023,0.002092719,0.4615483,0.002210433,0.0007806438,0.001356177,0.5300937],"study_design_scores_gemma":[0.0009249193,0.0001969825,0.0009385581,0.001288522,0.00008100164,0.0006935001,0.0001287842,0.03257154,0.7075327,0.0001808171,0.2529111,0.002551599],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00397549,0.0008223358,0.9868106,0.000127578,0.003801997,0.0001568089,0.000006909343,0.004286204,0.00001206835],"genre_scores_gemma":[0.09894333,0.0003617719,0.8993737,0.0002712482,0.00008775509,0.0001578946,0.000007727683,0.00008149075,0.0007151356],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7053223,"threshold_uncertainty_score":0.9997947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605354201630535,"score_gpt":0.2346877297413807,"score_spread":0.2186341877250754,"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."}}