{"id":"W2962803157","doi":"10.5539/cis.v12n3p42","title":"Analysis and Design of a Project Portfolio Management System","year":2019,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Portfolio; Project portfolio management; Application portfolio management; Prioritization; Process (computing); Process management; Risk analysis (engineering); Project management; Systems engineering; Business; Finance","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":[0.0004270449,0.00005874369,0.0001104847,0.000905267,0.00008750962,0.0002349843,0.0001486267,0.00002160783,0.000006846734],"category_scores_gemma":[0.000003226584,0.00004781479,0.00001671203,0.001453818,0.0000911049,0.008236072,0.0001393254,0.00002792004,0.00003594533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001031183,"about_ca_system_score_gemma":0.00001505038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000277441,"about_ca_topic_score_gemma":1.895653e-7,"domain_scores_codex":[0.9993759,0.000001480368,0.0002378566,0.00007904336,0.0002018559,0.0001038583],"domain_scores_gemma":[0.9995049,0.000005392436,0.0002294954,0.0001225664,0.000132702,0.000004928102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000272312,0.00001337298,0.0494962,0.001041245,0.00009505291,9.664421e-7,0.0004665398,0.002598039,0.000031162,0.811597,0.0007911014,0.1338421],"study_design_scores_gemma":[0.000379407,0.0000225558,0.1398867,0.00003903617,0.00005746154,0.000004616795,0.0008529195,0.8522651,0.0000611669,0.00009205272,0.006206733,0.0001322444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3957066,0.00001509726,0.5357032,0.0000411547,0.0001890198,0.0005574697,0.000001616323,0.000111326,0.06767451],"genre_scores_gemma":[0.9968075,0.00001947544,0.002825119,0.0003088137,0.00001335081,0.00000488398,0.000003443937,8.652667e-7,0.00001660205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.849667,"threshold_uncertainty_score":0.5970954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009468256381722965,"score_gpt":0.2073606636512402,"score_spread":0.1978924072695173,"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."}}