{"id":"W2005324530","doi":"10.1109/services.2013.54","title":"Pattern-Based Deployment Service for Next Generation Clouds","year":2013,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Software deployment; Cloud computing; Computer science; Service (business); Interface (matter); Distributed computing; Data as a service; Software engineering; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001443772,0.0005096709,0.0004437983,0.0008879047,0.001072196,0.002090739,0.001544714,0.001444432,0.006842835],"category_scores_gemma":[0.003708937,0.0004240511,0.0007808633,0.001337868,0.0005216582,0.003249495,0.002618099,0.001734488,0.003794621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247229,"about_ca_system_score_gemma":0.002229491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00624827,"about_ca_topic_score_gemma":0.006307086,"domain_scores_codex":[0.9986004,0.0002422306,0.0001636901,0.000130596,0.000648427,0.0002146898],"domain_scores_gemma":[0.9985312,0.0001841699,0.0001237389,0.0005838102,0.0003581821,0.0002188238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000583998,0.0003255641,0.004649885,0.0005314599,0.00009492028,0.00210689,0.001180699,0.01631057,0.03315384,0.3481227,0.1760285,0.4169109],"study_design_scores_gemma":[0.0001208643,0.0001026786,0.001992146,0.0001538608,0.00004078499,0.001729465,0.0003049359,0.1747047,0.0168023,0.1100566,0.6939099,0.00008180732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01443439,0.0005601021,0.9186761,0.003411712,0.0006754259,0.0004870683,0.0009415023,0.03153636,0.02927743],"genre_scores_gemma":[0.25523,0.001389871,0.7046813,0.001861778,0.0002811752,0.0006628291,0.005398994,0.003225023,0.02726897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006842835,"threshold_uncertainty_score":0.02289152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04432130369254235,"score_gpt":0.240465076896639,"score_spread":0.1961437732040966,"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."}}