{"id":"W2028918024","doi":"10.1016/j.procs.2011.07.066","title":"Cloud Services Testing: An Understanding","year":2011,"lang":"en","type":"article","venue":"Procedia Computer Science","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Cloud computing; Computer science; Cloud testing; Task (project management); Pace; Service (business); Software; Work (physics); Test (biology); Data science; Cloud computing security; Computer security; Software engineering; World Wide Web; Systems 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":[0.00420155,0.001215477,0.0008393143,0.006239647,0.001917819,0.0106041,0.002772641,0.005176272,0.003232128],"category_scores_gemma":[0.008122765,0.0007681568,0.00096276,0.004366039,0.01060329,0.01941115,0.00357859,0.005617708,0.001009559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005652938,"about_ca_system_score_gemma":0.003953003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008723878,"about_ca_topic_score_gemma":0.003033764,"domain_scores_codex":[0.9960278,0.001312496,0.0003837073,0.0006253985,0.001334496,0.0003161001],"domain_scores_gemma":[0.9924706,0.004718001,0.0004014617,0.0007244879,0.001331432,0.000353953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002794232,0.00007745386,0.001748618,0.0007543316,0.00002114835,0.000368411,0.00452479,0.002490349,0.0008152121,0.8709968,0.01078534,0.1073896],"study_design_scores_gemma":[0.00001001508,0.00007687739,0.002401555,0.001940266,0.00001911696,0.001604334,0.003968208,0.01306166,0.0008633428,0.663443,0.3125547,0.00005690194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.02405363,0.2830909,0.365852,0.1157033,0.002812147,0.0003613678,0.0006278143,0.0006883549,0.2068105],"genre_scores_gemma":[0.459031,0.3329324,0.1494671,0.02127567,0.006950154,0.0005879407,0.0007945917,0.0004923596,0.02846883],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0106041,"threshold_uncertainty_score":0.04101509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08710239138076126,"score_gpt":0.2461313668587417,"score_spread":0.1590289754779804,"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."}}