{"id":"W4387120942","doi":"10.3390/su151914308","title":"Modeling the Transformation of Configuration Management Processes in a Multi-Project Environment","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Research Foundation of Ukraine","keywords":"Agile software development; Process management; Computer science; Project management; Project team; Systems engineering; Project management triangle; Configuration Management (ITSM); Knowledge management; Engineering; Software 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173967,0.0001139915,0.000132822,0.0004034541,0.0001090582,0.0001024337,0.0001935172,0.00003162011,0.00002228529],"category_scores_gemma":[0.00009839248,0.00008538162,0.00004818795,0.0009454476,0.00003847304,0.001356408,0.00009092464,0.0000622842,0.00005753246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379134,"about_ca_system_score_gemma":0.00002744785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004493279,"about_ca_topic_score_gemma":0.00007433108,"domain_scores_codex":[0.9988166,0.00001996908,0.0005244068,0.0001535,0.0002776478,0.0002078665],"domain_scores_gemma":[0.9994231,0.00001908686,0.0001344408,0.0002277677,0.0001918615,0.000003674945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004246409,0.0006859027,0.05612838,0.04187659,0.000145691,0.00001418449,0.02687602,0.6757368,0.00003596708,0.1480553,0.001773432,0.04824707],"study_design_scores_gemma":[0.001038188,0.00001003499,0.0134141,0.00007462943,0.00003038331,1.40643e-7,0.04354256,0.9194543,0.00002253869,0.003523789,0.01869386,0.0001955054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738635,0.00004595512,0.09087148,0.003342694,0.000204235,0.005249134,0.000003891964,0.0003070347,0.02611209],"genre_scores_gemma":[0.999306,0.00003151032,0.00002642668,0.0001128229,0.00003357016,0.0002468807,0.00005225491,0.000007816041,0.0001827532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2437175,"threshold_uncertainty_score":0.3481761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878262357392182,"score_gpt":0.2623269833490666,"score_spread":0.2335443597751448,"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."}}