{"id":"W4404929739","doi":"10.30857/2415-3206.2024.1.3","title":"EXPERIENCE OF THE WORLD’S LEADING COUNTRIES IN THE CONTEXT OF SUSTAINABLE DEVELOPMENT OF HIGHER EDUCATION INSTITUTIONS","year":2024,"lang":"en","type":"article","venue":"Management","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Sustainable development; Economic growth; Political science; Development economics; Geography; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004684208,0.0000467265,0.0000723866,0.0001048216,0.0001642616,0.00002991961,0.0002761013,0.00001323408,0.0001506354],"category_scores_gemma":[0.00001231142,0.00003090565,0.00002301269,0.0008358827,0.0001951731,0.0001287753,0.00005282696,0.00003598872,0.00000625694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326626,"about_ca_system_score_gemma":0.0008482103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007685272,"about_ca_topic_score_gemma":0.001340691,"domain_scores_codex":[0.9991351,0.00004806946,0.0002502054,0.00009089436,0.0003556244,0.0001201047],"domain_scores_gemma":[0.9996618,0.00004324977,0.00008220202,0.0001294039,0.00007229055,0.00001104718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001695345,0.00006397742,0.003955406,0.0001127974,0.00001077228,4.562567e-7,0.1636041,0.000007909143,0.000005828414,0.8239486,0.006038227,0.002250253],"study_design_scores_gemma":[0.00003297,0.000001751895,0.06070624,0.0001435833,0.000005285036,2.696915e-8,0.1137431,2.763499e-7,0.0004938887,0.0005561343,0.8242836,0.00003317266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6645024,0.00145351,0.0001333795,0.008581364,0.001500781,0.0009719198,0.000001821071,0.00001675851,0.322838],"genre_scores_gemma":[0.9291146,0.00004078986,0.0003024982,0.0002381783,0.00001904838,0.0001179668,7.662804e-7,0.000001965131,0.07016422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8233924,"threshold_uncertainty_score":0.1649352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579850195843012,"score_gpt":0.3489020839607038,"score_spread":0.3231035820022736,"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."}}