{"id":"W1986884147","doi":"10.5539/hes.v5n1p63","title":"Academic Ranking—From Its Genesis to Its International Expansion","year":2015,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Education and Public Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); Higher education; Popularity; Context (archaeology); Elite; Internationalization; Political science; Academic mobility; Sociology; Discipline; Quality (philosophy); Public relations; Social science; Epistemology; Computer science; Business; Geography; Politics; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00881467,0.000144745,0.0002304153,0.002594364,0.005203063,0.00951243,0.0005596104,0.0007265169,0.003169198],"category_scores_gemma":[0.009344834,0.0001631704,0.0001268548,0.005802862,0.01204281,0.006572529,0.00435748,0.002459745,0.0003431549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004804173,"about_ca_system_score_gemma":0.005257253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002774655,"about_ca_topic_score_gemma":0.003935501,"domain_scores_codex":[0.995243,0.002565292,0.0001892956,0.0003439026,0.0009158845,0.0007424603],"domain_scores_gemma":[0.9905711,0.004085743,0.001144669,0.0008532828,0.00204047,0.001304592],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000279204,0.00005195624,0.01165142,0.0001708071,0.000006384084,0.0003322546,0.2584013,0.000128087,0.0006736111,0.6507533,0.01107929,0.06672364],"study_design_scores_gemma":[0.000006802485,0.00008783711,0.02836786,0.0004265323,0.00001107053,0.0003697297,0.307114,0.0002678437,0.0006151291,0.03799593,0.6246979,0.00003948525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3294465,0.003331593,0.004684961,0.03086276,0.0004151407,0.00007628011,0.000226328,0.0001086951,0.6308479],"genre_scores_gemma":[0.9911453,0.0008148993,0.0007244084,0.0006459513,0.0001075993,0.00002286564,0.00003360865,0.00004019062,0.006465054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9911853,"threshold_uncertainty_score":0.04661703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2612832507054971,"score_gpt":0.5008623676100036,"score_spread":0.2395791169045065,"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."}}