{"id":"W2907801988","doi":"10.1109/soca.2018.00024","title":"Kubernetes or OpenShift? Which Technology Best Suits Eclipse Hono IoT Deployments","year":2018,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Software deployment; Eclipse; Provisioning; Computer science; Internet of Things; Variety (cybernetics); Service (business); Computer security; Computer network; Software engineering; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004061296,0.0002034798,0.0002577889,0.0001845803,0.0002376644,0.0001467684,0.001582542,0.0002188298,0.0003093262],"category_scores_gemma":[0.0002007244,0.0001326222,0.00004161012,0.001294574,0.0001633482,0.0003830431,0.0007472462,0.0001592112,0.003504949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005861666,"about_ca_system_score_gemma":0.0001709959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001253822,"about_ca_topic_score_gemma":0.0006154206,"domain_scores_codex":[0.9981791,0.00004560253,0.0003541101,0.0006301525,0.00028337,0.0005076068],"domain_scores_gemma":[0.9981465,0.00009169292,0.00009016379,0.001213575,0.0003411598,0.0001169297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001059423,0.0008366003,0.6870992,0.0001856672,0.000173384,0.0000508902,0.001792494,0.00002046051,0.0009897961,0.02930392,0.05131744,0.2281242],"study_design_scores_gemma":[0.009919149,0.01369564,0.1330063,0.001165263,0.0001515049,0.001173696,0.001298319,0.06769179,0.2438148,0.04419069,0.4778457,0.006047099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623474,0.00008353461,0.01570543,0.002483876,0.002258006,0.000546083,0.000002130243,0.001083901,0.01548962],"genre_scores_gemma":[0.9758895,0.00001717941,0.01785218,0.0003724411,0.0004633582,0.00004411038,8.111949e-7,0.00001457039,0.005345859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5540929,"threshold_uncertainty_score":0.9972709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376237350078606,"score_gpt":0.2880252142316042,"score_spread":0.2642628407308181,"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."}}