{"id":"W4226176932","doi":"10.23977/aetp.2022.060319","title":"Cloud Computing Applications in Universities","year":2022,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cloud computing; Utility computing; Computer science; Information technology; End-user computing; The Internet; Data science; Cloud testing; Cloud computing security; Service (business); World Wide Web; Business; Marketing; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001488935,0.0002436195,0.0003067416,0.00169995,0.002477485,0.005948156,0.0008767641,0.001658095,0.01341433],"category_scores_gemma":[0.005128067,0.0001947765,0.0003590685,0.005184927,0.0008166684,0.003244825,0.00294476,0.001480105,0.007819684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002656122,"about_ca_system_score_gemma":0.004032827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003947043,"about_ca_topic_score_gemma":0.003421382,"domain_scores_codex":[0.9979694,0.0006440133,0.0001423293,0.0001816447,0.0007601253,0.0003024862],"domain_scores_gemma":[0.9981441,0.0003701193,0.0001927361,0.0002896727,0.0005693865,0.0004339984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006791712,0.0001452961,0.004731786,0.0005549828,0.00002073318,0.000711966,0.001205087,0.003266025,0.002368421,0.376217,0.1832773,0.4274336],"study_design_scores_gemma":[0.00001225456,0.00003758139,0.003301963,0.0004221672,0.00001087957,0.0008301849,0.0007563174,0.00803185,0.00135619,0.07237138,0.9128383,0.00003092478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0333447,0.0500318,0.06649863,0.05138961,0.004836802,0.0004502516,0.0008154787,0.002284251,0.7903485],"genre_scores_gemma":[0.7162312,0.0488242,0.05673167,0.008695626,0.005012746,0.000349383,0.001227844,0.0005594691,0.1623679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01341433,"threshold_uncertainty_score":0.04487538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008669067738659155,"score_gpt":0.3062488158253893,"score_spread":0.2975797480867302,"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."}}