{"id":"W7028226878","doi":"","title":"ERIC ED499856: Global Higher Education Rankings: Affordability and Accessibility in Comparative Perspective, 2005","year":2005,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Economic and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Comparative education; Futures contract; Section (typography); Quality (philosophy); International education","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005279962,0.0002418374,0.0004887516,0.00005107024,0.0001395316,0.00008977406,0.0002701812,0.0004199225,0.328343],"category_scores_gemma":[0.00008721292,0.0002608943,0.00009205583,0.00001505634,0.0005614937,0.000001477923,0.00006184543,0.0002021533,0.001316757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006460274,"about_ca_system_score_gemma":0.000239571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.100891,"about_ca_topic_score_gemma":0.1178749,"domain_scores_codex":[0.9984196,0.0002353513,0.0005123562,0.0002737043,0.000253019,0.0003059804],"domain_scores_gemma":[0.9989417,0.00009918643,0.0004871345,0.0001959448,0.0001490884,0.0001269305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004221662,0.0001065793,0.0004317202,0.00008689763,0.00002332641,4.600086e-7,0.004857626,0.000005213242,8.226205e-9,0.002612371,0.9903525,0.00148105],"study_design_scores_gemma":[0.0002926671,0.00002196604,0.002369129,0.0001057057,0.00002104599,8.399648e-7,0.005390887,0.000001607611,1.655531e-7,0.0004110825,0.9911383,0.0002465865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001778608,0.002082475,4.290117e-8,0.0006040855,0.0003578229,0.0006237965,0.00006673626,0.0000901356,0.9943963],"genre_scores_gemma":[0.03984804,0.0006927209,0.0004346938,0.0001825667,0.0004250763,0.00002137629,0.00002909434,0.00002354484,0.9583429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3270262,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014110664893319,"score_gpt":0.2759819476541608,"score_spread":0.2618712827608418,"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."}}