{"id":"W2070117088","doi":"10.1108/sd.2012.05628iaa.004","title":"Advancing project and portfolio management research: applying strategic management theories","year":2012,"lang":"en","type":"article","venue":"Strategic Direction","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Project portfolio management; Knowledge management; Strategic management; Variety (cybernetics); Project management; Management science; Portfolio; Process management; Business; Computer science; Management; Engineering; Economics; Marketing","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":[0.01940179,0.001220512,0.00106213,0.009047573,0.002807541,0.01545671,0.002004892,0.003381276,0.004270276],"category_scores_gemma":[0.02308158,0.0006563954,0.0007292103,0.01089616,0.0174464,0.02030564,0.007421731,0.004203883,0.0007528447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00601087,"about_ca_system_score_gemma":0.01116003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002232218,"about_ca_topic_score_gemma":0.002426256,"domain_scores_codex":[0.983072,0.01268683,0.0005896845,0.000506149,0.002541225,0.0006040509],"domain_scores_gemma":[0.9710912,0.02382844,0.001583079,0.001127623,0.001337616,0.001032118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001268028,0.00009158569,0.002229127,0.0004928515,0.00002304216,0.0001311158,0.005177421,0.002697306,0.0001034013,0.9015394,0.001196533,0.08630555],"study_design_scores_gemma":[0.00001570352,0.00007765867,0.001382651,0.001323659,0.00001404846,0.0001766899,0.01206259,0.005568561,0.000279677,0.9425386,0.0365282,0.00003196017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09249791,0.0635424,0.4374107,0.05972918,0.001258824,0.0005629981,0.0001150977,0.0001376649,0.3447452],"genre_scores_gemma":[0.7933761,0.06984273,0.1282756,0.002488764,0.0006257948,0.0005859538,0.0001239465,0.00004876068,0.004632437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01940179,"threshold_uncertainty_score":0.1026077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2238789194506967,"score_gpt":0.4371832461111839,"score_spread":0.2133043266604872,"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."}}