{"id":"W4238992949","doi":"10.1163/9789087905224","title":"Higher Education in Turmoil","year":2008,"lang":"en","type":"book","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":530,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Higher education; International education; Accreditation; Political science; Globalization; Equity (law); Public relations; Public administration; Sociology; Business; International trade","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":[0.001980782,0.0005760457,0.0003542977,0.0009432569,0.006675625,0.008516213,0.0005032283,0.002120433,0.02400187],"category_scores_gemma":[0.002668009,0.0001533217,0.0002587682,0.0008729604,0.00553862,0.003313723,0.006062399,0.003973277,0.005384598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00422829,"about_ca_system_score_gemma":0.006608787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006301324,"about_ca_topic_score_gemma":0.01014427,"domain_scores_codex":[0.9984665,0.0005194492,0.00003675556,0.0001159104,0.0003071708,0.0005541544],"domain_scores_gemma":[0.9984565,0.0001649748,0.0001264668,0.0001283086,0.0003482928,0.0007754324],"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":[0.0001075222,0.00005304929,0.003802692,0.0002696111,0.00002044733,0.0004327934,0.006774242,0.0004158311,0.0003711539,0.4282405,0.4578014,0.1017108],"study_design_scores_gemma":[0.00000742577,0.00004430159,0.003994826,0.0002234359,0.000002180675,0.0001187258,0.0025204,0.00007487107,0.00007348429,0.01057455,0.9823595,0.000006292591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05731777,0.02792972,0.00176196,0.2429803,0.02673011,0.00008136798,0.0004018986,0.0004267956,0.6423701],"genre_scores_gemma":[0.5668412,0.01078754,0.001584908,0.05936593,0.004396631,0.0001235212,0.0003487203,0.0001559595,0.3563956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02400187,"threshold_uncertainty_score":0.08029425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092398451724166,"score_gpt":0.3209224601241927,"score_spread":0.299998475606951,"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."}}