{"id":"W7116728566","doi":"10.18280/mmep.121111","title":"Absorbing Analysis of a One-Out-of-Three Cold-Warm Standby Cloud Server System with Repairable Switch","year":2025,"lang":"","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cloud computing; Reliability (semiconductor); Downtime; Data loss; Standby power","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001576835,0.0004460125,0.001397899,0.0006896589,0.0001653074,0.0001868048,0.0005996438,0.0001785087,0.00000413414],"category_scores_gemma":[0.00002852663,0.0003903293,0.0002952534,0.00218113,0.00008925928,0.00004162228,0.0004575975,0.0003369378,0.000002252403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100538,"about_ca_system_score_gemma":0.0000625912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227221,"about_ca_topic_score_gemma":0.000007942366,"domain_scores_codex":[0.9966152,0.00004838253,0.001307079,0.0007640957,0.0006600235,0.0006051703],"domain_scores_gemma":[0.9978528,0.000386146,0.0003655097,0.001009944,0.0002263499,0.0001592395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001784304,0.0001996295,0.00009438256,0.01162616,0.002388175,0.000004896057,0.002119341,0.8555173,0.0000900901,0.1275158,0.000004459053,0.0004219485],"study_design_scores_gemma":[0.0004866763,0.0001704468,0.00001738174,0.009453776,0.001885334,0.00000155482,0.0001256532,0.9858442,0.0002532733,0.001335204,0.0000545631,0.0003719247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2081668,0.001135692,0.7891099,0.00007031224,0.0001848001,0.000422079,0.000002755042,0.0001898295,0.000717785],"genre_scores_gemma":[0.9346381,0.00002589605,0.06491177,0.000008082989,0.0000316111,0.00002475779,8.688378e-7,0.00003088226,0.0003280303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7264713,"threshold_uncertainty_score":0.9998549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364181844890734,"score_gpt":0.2071723327336749,"score_spread":0.1835305142847676,"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."}}