{"id":"W3010971356","doi":"10.5430/ijhe.v9n3p71","title":"Change of the Higher Education Paradigm in the Context of Digital Transformation: from Resource Management to Access Control","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Foundation for Basic Research","keywords":"Digital transformation; Context (archaeology); Information technology management; Knowledge management; Engineering management; Computer science; Resource management (computing); Process management; Business; Engineering; Information system; Management information systems; World Wide Web","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":[0.003508548,0.0003287422,0.0003318641,0.00131972,0.002827025,0.01242074,0.001312341,0.002323199,0.003411993],"category_scores_gemma":[0.002852286,0.0002546422,0.0004953964,0.001719376,0.01224559,0.01230798,0.005297021,0.002397187,0.0004688636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007381469,"about_ca_system_score_gemma":0.00663408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005051841,"about_ca_topic_score_gemma":0.00388673,"domain_scores_codex":[0.996082,0.002205727,0.0001131202,0.0004270417,0.0007418325,0.000430262],"domain_scores_gemma":[0.9980666,0.0008222819,0.0002078767,0.0002925649,0.0002795393,0.0003311845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009934687,0.00003416497,0.0007072756,0.00004400982,0.000004842625,0.000156585,0.002934806,0.001354347,0.0003020843,0.9851593,0.0006527704,0.008639845],"study_design_scores_gemma":[0.00001717438,0.00007428086,0.002111981,0.0002083485,0.00001478809,0.0003800234,0.01296361,0.01291162,0.0008919855,0.8536705,0.1167123,0.00004336418],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1551828,0.002800917,0.2992941,0.05311649,0.0005142668,0.0003273675,0.0001655601,0.0001931564,0.4884053],"genre_scores_gemma":[0.9571877,0.0009598415,0.0268518,0.0009738325,0.0001377672,0.0001530632,0.00003913542,0.00003786094,0.01365904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01242074,"threshold_uncertainty_score":0.05355656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384507099684464,"score_gpt":0.3076790320893928,"score_spread":0.2738339610925482,"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."}}