{"id":"W2395813719","doi":"","title":"Change Management in Service Oriented Virtual Organizations - A Structural Framework to Identify the Impacts and Triggers of Changes.","year":2014,"lang":"en","type":"article","venue":"International Conference on Web Information Systems and Technologies","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Process management; Change management (ITSM); Computer science; Knowledge management; Service (business); Business; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001983888,0.0001084621,0.0001207068,0.0006279661,0.00008067751,0.0004019101,0.0002418999,0.00006786051,0.00001896482],"category_scores_gemma":[0.0003286521,0.00008066477,0.000007663715,0.0006706577,0.00004428437,0.001011029,0.0002379242,0.00008958363,0.00002278192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002923024,"about_ca_system_score_gemma":0.000008897506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002039085,"about_ca_topic_score_gemma":0.000186221,"domain_scores_codex":[0.9992443,0.000008507591,0.0002864623,0.0001084427,0.0002523103,0.0001000128],"domain_scores_gemma":[0.9990588,0.00004365859,0.0002482675,0.0001512719,0.0004908709,0.000007061291],"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":[0.00002494391,0.000006362739,0.005575576,0.00009996664,0.00002116472,2.618431e-7,0.0005513279,0.0001122643,0.00005351696,0.9810683,0.0001581895,0.01232809],"study_design_scores_gemma":[0.004260627,0.0002810518,0.2199566,0.004252735,0.0000978441,0.00001858393,0.1422541,0.3473815,0.0004232186,0.01761145,0.2620661,0.001396167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558131,0.00004449709,0.006269915,0.02362875,0.00149267,0.001443855,0.0000529112,0.0003680027,0.01088637],"genre_scores_gemma":[0.99882,0.00005996216,0.00007150727,0.0008302788,0.00006321821,0.0001111854,0.0000250913,0.000004580242,0.00001418279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9634569,"threshold_uncertainty_score":0.3875628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219963671478896,"score_gpt":0.2774985457561724,"score_spread":0.2552989090413835,"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."}}