{"id":"W4384522742","doi":"10.21203/rs.3.rs-3158138/v1","title":"A Systematic Review on Microservice Testing","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microservices; Computer science; Novelty; Scalability; Architectural style; Artifact (error); Software engineering; Software; Architecture; Data science; Artificial intelligence; Cloud computing; 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":[0.006829642,0.001691628,0.005253352,0.01454513,0.0007040362,0.002386292,0.002467951,0.001859342,0.00710674],"category_scores_gemma":[0.03065224,0.0009765844,0.004933821,0.01540833,0.0007799698,0.002885696,0.001606017,0.001250938,0.0007389217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003573255,"about_ca_system_score_gemma":0.0144698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008361612,"about_ca_topic_score_gemma":0.02166355,"domain_scores_codex":[0.9943189,0.001784309,0.001964989,0.0004413182,0.001328216,0.0001621424],"domain_scores_gemma":[0.9718801,0.02014584,0.003607108,0.0004034432,0.003632114,0.0003314655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001130502,0.00002389059,0.0003643719,0.8870129,0.002009552,0.0001385503,0.0002017962,0.0001245731,0.0001900731,0.0004826456,0.004418041,0.1049205],"study_design_scores_gemma":[0.00008083161,0.000152372,0.001782608,0.9295672,0.0118761,0.0003981303,0.0002684994,0.00006650275,0.0001925068,0.0004358747,0.05514866,0.00003064083],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003951335,0.9980458,0.0002171452,0.0002882083,0.0001215389,0.000218067,0.0002766652,0.000008814844,0.0004286597],"genre_scores_gemma":[0.003070258,0.9954124,0.000554839,0.0002882807,0.00004691849,0.0003066673,0.0001929329,0.000004186571,0.0001235206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01454513,"threshold_uncertainty_score":0.03611898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2273047825016473,"score_gpt":0.4741726404251263,"score_spread":0.246867857923479,"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."}}