{"id":"W2811415407","doi":"10.1177/875697281704800301","title":"Agile Methods on Large Projects in Large Organizations","year":2017,"lang":"en","type":"article","venue":"Project Management Journal","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Agile software development; Scrum; Documentation; Agile Unified Process; Agile usability engineering; Extreme programming practices; Lean software development; Engineering; Field (mathematics); Adaptation (eye); Empirical research; Process management; Knowledge management; Computer science; Software development; Software; Software engineering; Software development process","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":[0.002114142,0.0001337679,0.0001332865,0.0004154266,0.0005816653,0.001026941,0.001454167,0.00004378214,0.00003138397],"category_scores_gemma":[0.0004528018,0.0001165112,0.00004069088,0.0004014017,0.000008827346,0.001017418,0.000630362,0.0003609487,0.00002450507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006981434,"about_ca_system_score_gemma":0.00004552384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182576,"about_ca_topic_score_gemma":0.000007109606,"domain_scores_codex":[0.9987739,0.0001429669,0.0002154512,0.0002531184,0.0002450684,0.0003694705],"domain_scores_gemma":[0.998828,0.00008213877,0.0002372941,0.0007347903,0.00007101859,0.0000467738],"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":[0.00004167454,0.001514719,0.026153,0.000242963,0.0002858501,0.00137409,0.004700759,0.0003004265,0.00009071192,0.7044116,0.04146603,0.2194182],"study_design_scores_gemma":[0.002661781,0.0004590523,0.04097033,0.0004253894,0.00005604882,0.0002303386,0.0002745957,0.07534196,0.001410258,0.02151771,0.8557042,0.0009483063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0005775979,0.00006792659,0.9806145,0.0008445985,0.0005641109,0.0003452371,0.00000141129,0.000245876,0.01673875],"genre_scores_gemma":[0.1650302,0.0004116947,0.8328174,0.000355638,0.000139451,0.00004577069,0.000001625101,0.00002430667,0.00117389],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8142382,"threshold_uncertainty_score":0.9902814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692701814465561,"score_gpt":0.382741820742623,"score_spread":0.3458148025979674,"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."}}