{"id":"W3016627226","doi":"10.36227/techrxiv.12129120.v1","title":"Cloud Based Network Management Services","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Cloud computing; Computer science; Business; Network management; Process management; Computer network; 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":[0.0007094216,0.000833299,0.0005519626,0.00136779,0.00136531,0.004614108,0.001723345,0.001216374,0.02975089],"category_scores_gemma":[0.002024734,0.0002511604,0.0004253142,0.00330637,0.0003822334,0.002499817,0.002289994,0.001064005,0.01549511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122874,"about_ca_system_score_gemma":0.002338451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380327,"about_ca_topic_score_gemma":0.008161604,"domain_scores_codex":[0.9987701,0.0001271081,0.00005826712,0.0001745601,0.0005798975,0.0002900974],"domain_scores_gemma":[0.9986095,0.0001285212,0.0001451212,0.0003766774,0.0004601605,0.0002799734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005559019,0.0003899428,0.004012922,0.0005600044,0.0001200763,0.0006939468,0.0002683778,0.008819483,0.02126778,0.1089712,0.5097715,0.3445689],"study_design_scores_gemma":[0.0000749785,0.00005502856,0.004251963,0.000190988,0.00004849321,0.0007101838,0.0003041845,0.08740713,0.01446483,0.03905271,0.8533663,0.00007334206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05278495,0.009200359,0.2004975,0.01212168,0.004312903,0.00146266,0.0187634,0.03710616,0.6637504],"genre_scores_gemma":[0.6309785,0.01045258,0.07414924,0.003593199,0.002102784,0.0005121249,0.02270735,0.002859475,0.2526447],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02975089,"threshold_uncertainty_score":0.09952664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06766762637933062,"score_gpt":0.2749600565128639,"score_spread":0.2072924301335333,"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."}}