{"id":"W2027885345","doi":"10.1002/pmj.20067","title":"Protecting Software Development Projects against Underestimation","year":2008,"lang":"en","type":"article","venue":"Project Management Journal","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Universidad de Buenos Aires; Polytechnique Montréal; École de technologie supérieure","keywords":"Scope (computer science); Business; Portfolio; Project portfolio management; Risk analysis (engineering); Process management; Project management; Computer science; Operations management; Engineering management; Engineering; Finance; Systems engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02245763,0.0009198468,0.001042039,0.002632876,0.001618054,0.004498435,0.001793426,0.001995946,0.002431902],"category_scores_gemma":[0.1303491,0.000634001,0.0006045382,0.001584097,0.001395482,0.006654934,0.009013637,0.002511012,0.001923047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210634,"about_ca_system_score_gemma":0.006444175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165549,"about_ca_topic_score_gemma":0.0007291024,"domain_scores_codex":[0.9806631,0.008133368,0.001716279,0.00136271,0.006766274,0.001358227],"domain_scores_gemma":[0.8688427,0.04439249,0.02449092,0.03791049,0.02014285,0.00422057],"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":[0.0004551095,0.0002694956,0.0545512,0.0005887381,0.000148518,0.0006634683,0.005344975,0.04280072,0.009472392,0.1066568,0.02068313,0.7583655],"study_design_scores_gemma":[0.0003309394,0.002146825,0.08320017,0.003588289,0.0003760654,0.005137315,0.007011497,0.1872429,0.03946468,0.3808787,0.2902791,0.0003435989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3027439,0.003508824,0.605562,0.01409252,0.0005242068,0.0005960849,0.0004914845,0.003682719,0.06879831],"genre_scores_gemma":[0.9229796,0.001198191,0.06654034,0.00103501,0.0002712267,0.0003076718,0.0002957742,0.0004472208,0.006924918],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02245763,"threshold_uncertainty_score":0.1187687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05882667950883303,"score_gpt":0.2780389522028095,"score_spread":0.2192122726939765,"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."}}