{"id":"W2155725072","doi":"10.1002/pmj.21281","title":"Project Management for Development in Africa: Why Projects are Failing and What Can be Done about It","year":2012,"lang":"en","type":"article","venue":"Project Management Journal","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Project management; Extreme project management; Program management; Accountability; Project management triangle; OPM3; Business; Project charter; Process management; Engineering management; Political science; Environmental resource management; Engineering; Economics; Systems 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":[0.02309042,0.0007725069,0.0007327484,0.00246708,0.009486268,0.01326426,0.00168807,0.00395593,0.004905194],"category_scores_gemma":[0.06287246,0.0005206966,0.0003807342,0.004987972,0.01318479,0.01172003,0.007476694,0.0042715,0.0006998745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006012948,"about_ca_system_score_gemma":0.02495158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008915364,"about_ca_topic_score_gemma":0.009386239,"domain_scores_codex":[0.9739683,0.01695733,0.001239106,0.0007872919,0.003476475,0.003571467],"domain_scores_gemma":[0.9626606,0.01965591,0.006397836,0.001248161,0.005745885,0.004291551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001099378,0.0002174364,0.05323307,0.006278243,0.00009481092,0.002283678,0.132122,0.001799498,0.001210822,0.2020665,0.06295213,0.5376318],"study_design_scores_gemma":[0.00004132682,0.000283738,0.03684087,0.01396622,0.00006471119,0.001961189,0.39054,0.0014583,0.000823274,0.1142724,0.4396047,0.0001432826],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1490792,0.1085288,0.01387089,0.6642384,0.001743755,0.0002236711,0.0001498178,0.0001744991,0.06199104],"genre_scores_gemma":[0.9181135,0.05117425,0.01446282,0.01066998,0.0003681786,0.0002311452,0.00006516175,0.00007528686,0.004839659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02309042,"threshold_uncertainty_score":0.1221153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1668561107025114,"score_gpt":0.3656129613371085,"score_spread":0.198756850634597,"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."}}