{"id":"W7124913407","doi":"10.1109/cloudcom67567.2025.11331498","title":"Quality of Experience Assessment of Cloud Storage Services in Smart Cities","year":2025,"lang":"","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Upload; Cloud computing; Cloud storage; Quality of experience; Broadband; Mobile device; Quality of service; Service (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427916,0.0003518614,0.0003586262,0.001131423,0.000296229,0.0008599738,0.0002875822,0.0003346277,0.0008303116],"category_scores_gemma":[0.004367407,0.0001378816,0.0002954671,0.001293457,0.0003585144,0.0008095133,0.0005878368,0.0002189298,0.0001637828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006851896,"about_ca_system_score_gemma":0.0003070995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009735755,"about_ca_topic_score_gemma":0.008613504,"domain_scores_codex":[0.9989198,0.0003558643,0.00009977562,0.00007539896,0.0003816774,0.0001674619],"domain_scores_gemma":[0.9967424,0.001039956,0.000580651,0.0001798281,0.001097243,0.0003599389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003679069,0.001358694,0.6971073,0.0004712794,0.0003755156,0.0008834617,0.005373166,0.1563103,0.03508935,0.00129709,0.002968826,0.09508602],"study_design_scores_gemma":[0.0000795886,0.003359432,0.6440674,0.00004942009,0.0001286371,0.0003664953,0.008148411,0.3252427,0.01589444,0.0005694334,0.00197243,0.0001216001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978606,0.00002760682,0.001181799,0.00002499199,0.000002072692,0.00002071447,0.0001029053,0.00002474352,0.0007546673],"genre_scores_gemma":[0.9993057,0.00001619319,0.0004641841,0.000005310863,0.00000114643,0.000007441979,0.000104163,0.000003199574,0.00009259905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009735755,"threshold_uncertainty_score":0.01935822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419386036986029,"score_gpt":0.3266317667319912,"score_spread":0.302437906362131,"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."}}