{"id":"W3015260169","doi":"10.36227/techrxiv.12094110.v1","title":"Application development using MicroServices","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Microservices; Computer science; Simple (philosophy); Architecture; Set (abstract data type); Service (business); Software engineering; Database; Operating system; Cloud computing; Programming language; Business; Geography","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":[0.0002003356,0.0001699046,0.0002038167,0.0000439685,0.00009560114,0.0001661785,0.001199477,0.0001660467,0.00000338971],"category_scores_gemma":[0.000004772683,0.0001403554,0.00005686115,0.000158787,0.00001268028,0.0001384599,0.002004011,0.0002027826,0.0001751066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129288,"about_ca_system_score_gemma":0.0003739395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102996,"about_ca_topic_score_gemma":0.00001116303,"domain_scores_codex":[0.998666,0.00002412847,0.0003249226,0.0006133104,0.0002155511,0.0001560404],"domain_scores_gemma":[0.9989178,0.00001618481,0.0001581736,0.0007409881,0.00009574945,0.00007112714],"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":[0.00002575351,0.0004846155,0.1272538,0.01247331,0.0004642133,0.00001909372,0.02546448,0.01049593,0.01990935,0.01256972,0.002023593,0.7888161],"study_design_scores_gemma":[0.0003181909,0.00002255724,0.04135122,0.0003445196,0.00002205828,0.00001657724,0.00008881785,0.8439096,0.03678584,0.006973484,0.06876945,0.001397667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04730892,0.0001809402,0.9498978,0.0005641041,0.0005427831,0.0003697984,6.426378e-7,0.000456735,0.0006783129],"genre_scores_gemma":[0.5774068,0.00001024748,0.421985,0.0003944273,0.0001045008,0.00005003628,0.0000115456,0.000007053568,0.00003041917],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8334137,"threshold_uncertainty_score":0.5723528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574228157487351,"score_gpt":0.2786303462568107,"score_spread":0.2428880646819371,"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."}}