{"id":"W4406494712","doi":"10.18260/1-2-1153-49660","title":"USING CLOUD COMPUTING TO UNITE OUR UNIVERSITY","year":2025,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cloud computing; Computer science; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002697823,0.0004947386,0.0004518675,0.00145816,0.007153124,0.01097343,0.001553037,0.001614399,0.01986019],"category_scores_gemma":[0.009617425,0.000299652,0.0005083031,0.001771947,0.001608988,0.008592322,0.01366072,0.003390892,0.01187425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003799672,"about_ca_system_score_gemma":0.008749246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006509732,"about_ca_topic_score_gemma":0.007223641,"domain_scores_codex":[0.995891,0.001025517,0.0001757413,0.0004857129,0.001081545,0.001340558],"domain_scores_gemma":[0.9869472,0.0006753151,0.000533127,0.001281699,0.002007292,0.008555479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001147803,0.0002417506,0.008742581,0.0002338566,0.00006696108,0.0008803103,0.003442089,0.001438263,0.002893145,0.09377159,0.5332875,0.3548872],"study_design_scores_gemma":[0.00001318758,0.00008439684,0.002220555,0.0001834592,0.00002017048,0.0003607447,0.002126011,0.00282333,0.001289958,0.01636699,0.9744546,0.00005652568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0686536,0.00871198,0.09975687,0.2113755,0.02024727,0.0005855804,0.0005437172,0.008738503,0.581387],"genre_scores_gemma":[0.6693658,0.01067895,0.08370002,0.03588564,0.008307075,0.0004815716,0.001201608,0.002379711,0.1879994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01986019,"threshold_uncertainty_score":0.06643903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600481996598291,"score_gpt":0.2650950167235124,"score_spread":0.2390901967575295,"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."}}