{"id":"W1877148809","doi":"10.5555/2147671.2147693","title":"Using strategy trees in change management in clouds","year":2011,"lang":"en","type":"article","venue":"Conference on Network and Service Management","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cloud computing; Computer science; Software deployment; Schedule; Order (exchange); Service provider; Change management (ITSM); Change order; Service (business); Process management; Service level; Computer security; Business; Project management; Marketing; Operating system; Engineering; Project portfolio management; Systems engineering; Lean manufacturing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005135072,0.000287818,0.0002712405,0.0003197207,0.0001079412,0.000150919,0.000907658,0.00006406184,0.00002230644],"category_scores_gemma":[5.541057e-7,0.0002752395,0.00003620594,0.001015827,0.00002684533,0.00006543969,0.001132162,0.0001802344,0.00002192777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006929172,"about_ca_system_score_gemma":0.000008388573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004716156,"about_ca_topic_score_gemma":0.0008637264,"domain_scores_codex":[0.997882,0.0001202542,0.0003683903,0.0007178183,0.0002705219,0.0006409957],"domain_scores_gemma":[0.9991264,0.00001729078,0.00009882609,0.0006345593,0.00002481976,0.00009805118],"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":[0.00004790268,0.0003114344,0.002983125,0.0001880507,0.00007164861,0.0005367852,0.003178317,0.02439156,0.000001155793,0.5392556,0.00008411805,0.4289503],"study_design_scores_gemma":[0.001307845,0.0001533656,0.1512767,0.0006393242,0.00002695619,0.000003646945,0.001622539,0.8266471,0.000002436682,0.01587671,0.001896497,0.000546861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.553349,0.0004365039,0.01630263,0.001684144,0.0007276953,0.001910209,7.861181e-7,0.0002872951,0.4253018],"genre_scores_gemma":[0.9894145,0.0003661801,0.008114357,0.001693165,0.00008295857,0.00007519648,0.000001406246,0.00001442439,0.0002378626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8022555,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433711134612613,"score_gpt":0.2760781293276257,"score_spread":0.1327070158663644,"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."}}