{"id":"W4385777000","doi":"10.5267/j.jpm.2023.7.001","title":"MCDM approach to investigate the effectiveness of SCRUM events in minimizing risk factors in project management","year":2023,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scrum; Agile software development; Computer science; Project management; Process management; Scope (computer science); Systems engineering; Engineering; Software; Software development; Software engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005797612,0.0001810547,0.00030235,0.001559837,0.0000393055,0.00005625068,0.001203033,0.00004001346,3.41925e-7],"category_scores_gemma":[0.0001614233,0.0001255704,0.0001004838,0.002771481,0.00001711519,0.0004218076,0.000672859,0.0003037221,0.000002141841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540757,"about_ca_system_score_gemma":0.0000376214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002467836,"about_ca_topic_score_gemma":0.000005776541,"domain_scores_codex":[0.9977181,0.0006162185,0.0005531239,0.0002710586,0.000528799,0.0003127045],"domain_scores_gemma":[0.9987047,0.0004254921,0.0003742045,0.0004138348,0.00004293865,0.00003880792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00153668,0.003414794,0.4894234,0.01184937,0.002818836,0.001382244,0.03964395,0.2871684,0.0005634648,0.05755498,0.01300854,0.09163543],"study_design_scores_gemma":[0.002216644,0.0008013173,0.9467331,0.00233638,0.0001308787,0.00002519421,0.00256403,0.02573282,0.00209161,0.005940877,0.01078704,0.0006401837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7075874,0.0001295942,0.2859639,0.0002055,0.0006213351,0.003202419,0.000002587179,0.0001752037,0.002111994],"genre_scores_gemma":[0.8983321,0.0003556094,0.1010134,0.00003191677,0.00002202977,0.0001410762,0.000001065888,0.00001908589,0.0000837338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4573097,"threshold_uncertainty_score":0.5120611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841959546757676,"score_gpt":0.3012589585265162,"score_spread":0.2628393630589394,"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."}}