{"id":"W74833669","doi":"10.17705/1cais.02609","title":"Developments in Practice XXXIV: Application Portfolio Management","year":2010,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Rationalization (economics); Portfolio; Process management; Corporate governance; Process (computing); Categorization; Business; Knowledge management; Project portfolio management; Management science; Computer science; Project management; Management; Engineering; Economics; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001635769,0.00009094251,0.0001479513,0.0003545877,0.0002792344,0.000218198,0.001239666,0.00009033027,5.825227e-7],"category_scores_gemma":[0.0007930037,0.00007905737,0.00007057433,0.001018807,0.00002178978,0.002519999,0.0003720586,0.0001507125,0.00005651136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020865,"about_ca_system_score_gemma":0.00003091746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004042111,"about_ca_topic_score_gemma":0.00009238943,"domain_scores_codex":[0.9987294,0.0000175609,0.0007017019,0.00008203066,0.0003388197,0.0001304844],"domain_scores_gemma":[0.9959972,0.0001190361,0.0016122,0.001089499,0.001176273,0.00000578964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001607937,0.0001349544,0.04545655,0.0003062476,0.0001252968,1.121618e-8,0.0002082388,0.003520746,0.00007515895,0.9395155,0.001684717,0.00895653],"study_design_scores_gemma":[0.0005681076,9.421067e-7,0.01729483,0.00005645457,0.0001222345,4.378265e-7,0.001029408,0.03636774,0.00001697624,0.0006942161,0.9437054,0.0001432834],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01378061,0.0001801355,0.01224606,0.01076934,0.00220578,0.00448497,0.00004880191,0.0003228227,0.9559615],"genre_scores_gemma":[0.9964197,0.00002998366,0.002204664,0.0004206255,0.00005891695,0.0004085491,0.0001748613,0.000007931519,0.0002747799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9826391,"threshold_uncertainty_score":0.3223866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129345174659764,"score_gpt":0.2543098909954631,"score_spread":0.2413753735294867,"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."}}