{"id":"W4250837799","doi":"10.48009/1_iis_2021_136-148","title":"IMPLEMENTATION OF DEVOPS PARADIGM TO DEPLOYMENT AND PROVISIONING OF MICROSERVICES","year":2021,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Microservices; DevOps; Provisioning; Software deployment; Computer science; Paradigm shift; Software engineering; Process management; Business; Operating system; Cloud computing","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":[0.0004844344,0.00006303824,0.000178916,0.000130211,0.00002756711,0.00007316691,0.0001642781,0.00003397891,0.000002209747],"category_scores_gemma":[0.00001859381,0.00005497444,0.00001676834,0.0003626658,0.00001065522,0.00118829,0.00011582,0.00002797857,0.00000730163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000332728,"about_ca_system_score_gemma":0.00007012858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102256,"about_ca_topic_score_gemma":0.00006515702,"domain_scores_codex":[0.9988479,0.00004771179,0.0006844445,0.00009420404,0.0002277619,0.00009796593],"domain_scores_gemma":[0.9992706,0.00004123541,0.0002326626,0.0002501494,0.0001753477,0.00003000659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002031777,0.00006962048,0.7242755,0.005014645,0.00004497277,0.000002367898,0.1386746,0.005111105,0.002477551,0.02328735,0.0003732959,0.1006486],"study_design_scores_gemma":[0.003245764,0.0005896109,0.5511636,0.002954521,0.00001873064,0.000111802,0.05663509,0.04192585,0.2737456,0.0005221629,0.06827673,0.0008105863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692644,0.00059999,0.02903404,0.000182231,0.0003330125,0.000401756,0.000005459035,0.00002849961,0.0001506279],"genre_scores_gemma":[0.9958504,0.0000311546,0.004027823,0.00003664335,0.00001034811,0.00002971258,0.000005499385,0.000001661723,0.000006749439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271268,"threshold_uncertainty_score":0.2241792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00890413622883851,"score_gpt":0.2958305916064193,"score_spread":0.2869264553775808,"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."}}