{"id":"W3112329866","doi":"10.1177/8756972820973082","title":"Agile, Traditional, and Hybrid Approaches to Project Success: Is Hybrid a Poor Second Choice?","year":2020,"lang":"en","type":"article","venue":"Project Management Journal","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":224,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"","keywords":"Agile software development; Scope (computer science); Stakeholder; Process management; Quality (philosophy); Management science; Project management; Quality management; Explanatory power; Engineering; Computer science; Operations management; Systems engineering; Management; Management system; Economics; Software 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03368289,0.0004379241,0.0008480186,0.003910561,0.001560671,0.005577241,0.001316062,0.001124939,0.004216627],"category_scores_gemma":[0.0964619,0.0004537446,0.0009470323,0.003613468,0.003955056,0.007371281,0.004801857,0.002111817,0.0006653506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101306,"about_ca_system_score_gemma":0.002103622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002641353,"about_ca_topic_score_gemma":0.003857452,"domain_scores_codex":[0.9735348,0.01786893,0.001362082,0.001402888,0.004704336,0.001126814],"domain_scores_gemma":[0.8604361,0.09378954,0.0201403,0.005718512,0.01054957,0.009366101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006805371,0.0004202014,0.7931085,0.0004173944,0.0004320109,0.0003996421,0.01252801,0.0007913347,0.0004605693,0.01198575,0.001652026,0.177124],"study_design_scores_gemma":[0.0002741291,0.003918842,0.7835006,0.002489144,0.0005553988,0.004076438,0.09519325,0.02040226,0.001476713,0.0698878,0.01784839,0.0003769955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636561,0.002293811,0.01564,0.005585324,0.0001268738,0.0001060282,0.0001307396,0.0000506764,0.01241052],"genre_scores_gemma":[0.9949387,0.000500013,0.003216011,0.0004427893,0.00004129291,0.0001023464,0.00005024075,0.00002005384,0.0006884949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03368289,"threshold_uncertainty_score":0.1781343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448008784362642,"score_gpt":0.2773897992683274,"score_spread":0.1325889208320633,"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."}}