{"id":"W4312185490","doi":"10.5267/j.uscm.2022.10.010","title":"Cloud computing usage by governmental organizations in Saudi Arabia based on Vision 2030","year":2022,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Standards and Technology; Academy of Marketing","keywords":"Nonprobability sampling; Cloud computing; Usability; Perception; Government (linguistics); Population; Business; Knowledge management; Computer science; Psychology; Environmental health","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":[0.0007314479,0.0001326333,0.0001173085,0.0007976138,0.0006186624,0.001009465,0.0001443599,0.000208325,0.001051963],"category_scores_gemma":[0.001853899,0.00007047092,0.0001401893,0.0009122681,0.0002849376,0.0004213817,0.000481532,0.0002347456,0.000207186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150296,"about_ca_system_score_gemma":0.0009233204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02659245,"about_ca_topic_score_gemma":0.02942593,"domain_scores_codex":[0.9994181,0.0001689622,0.00005982202,0.00004229704,0.0001608677,0.0001499513],"domain_scores_gemma":[0.9970211,0.0005182932,0.001111034,0.00007120069,0.000801579,0.0004767015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021408,0.0001207382,0.9562539,0.0000930755,0.00002477982,0.000232992,0.01161488,0.000226547,0.001326611,0.0003111183,0.001120807,0.02857249],"study_design_scores_gemma":[0.000003942185,0.0001765853,0.9524773,0.00007925276,0.00001881353,0.0002835091,0.0422077,0.0008493077,0.0005366327,0.00005794552,0.003291174,0.00001774086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990332,0.0001023883,0.00001608512,0.000130597,0.0000014966,0.000003148017,0.00005732665,0.000002218708,0.0006536126],"genre_scores_gemma":[0.9995769,0.0001033309,0.00004344836,0.00003502024,0.00000137505,0.000001845297,0.00004740354,8.132074e-7,0.0001899948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02659245,"threshold_uncertainty_score":0.05287534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006338110446529223,"score_gpt":0.2172084344458022,"score_spread":0.2108703239992729,"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."}}