{"id":"W2144363643","doi":"10.1109/enabl.2003.1231428","title":"Requirements engineering and agile software development","year":2004,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":460,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Agile software development; Lean software development; Agile usability engineering; Agile Unified Process; Requirement; Software development; Computer science; Software engineering; Requirements engineering; Software development process; Extreme programming practices; Software requirements; Systems engineering; Software; Engineering; Software construction","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":[],"consensus_categories":[],"category_scores_codex":[0.0001254828,0.00008003333,0.00005898097,0.00005325983,0.00004521,0.00008966833,0.0002297172,0.00002760337,0.000006331638],"category_scores_gemma":[0.00005969653,0.00007406559,0.000009970574,0.0001103409,0.000004294066,0.0004564786,0.0001702088,0.00005774236,0.00001356886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003582842,"about_ca_system_score_gemma":0.00002756085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001145626,"about_ca_topic_score_gemma":9.602777e-7,"domain_scores_codex":[0.9994811,0.000002662208,0.00009654943,0.0001659917,0.0001117302,0.0001420115],"domain_scores_gemma":[0.9996871,0.00003891801,0.00001932827,0.0001797301,0.00001718801,0.00005772572],"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":[0.000007838093,0.0002361192,0.005358291,0.0002832123,0.0001647054,0.0001827576,0.004294157,0.01704644,0.005062326,0.3418138,0.001940341,0.62361],"study_design_scores_gemma":[0.002107791,0.0003901477,0.03856349,0.0004667975,0.00002011384,0.0003593041,0.00003117763,0.01741324,0.2191003,0.01788879,0.701131,0.002527867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01420214,0.0001070941,0.9840773,0.0001751421,0.0001114186,0.00005449441,9.500882e-8,0.00111004,0.0001622875],"genre_scores_gemma":[0.1524557,0.00001223442,0.8473523,0.00009841046,0.00001159131,0.00001030555,4.521825e-7,0.000005651737,0.00005333761],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6991907,"threshold_uncertainty_score":0.3020307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785589211886602,"score_gpt":0.2393697863407979,"score_spread":0.2215138942219319,"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."}}