{"id":"W4414608045","doi":"10.5539/ies.v18n5p196","title":"Reviewer Acknowledgements for International Education Studies, Vol. 18, No. 5","year":2025,"lang":"en","type":"article","venue":"International Education Studies","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"International education; Comparative education; Higher education; International relations; International comparisons; International studies; Education policy","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":[0.04427968,0.00293808,0.00659789,0.009383087,0.005381139,0.01158262,0.006657872,0.02066533,0.1207328],"category_scores_gemma":[0.409567,0.001848408,0.004545756,0.004673366,0.003324917,0.00770501,0.004059642,0.01219595,0.06083518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006173742,"about_ca_system_score_gemma":0.01285967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006698128,"about_ca_topic_score_gemma":0.009875649,"domain_scores_codex":[0.9445235,0.01097024,0.01321127,0.002839831,0.02624094,0.002214266],"domain_scores_gemma":[0.2989834,0.03339982,0.01588865,0.006116944,0.6370184,0.008592885],"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":[0.00002304174,0.000003325013,0.00004566871,0.0006181417,0.000007887065,0.0000372552,0.00003469696,0.000005926493,0.00001976498,0.000090858,0.9952408,0.0038727],"study_design_scores_gemma":[0.0002029122,0.00003659868,0.0007344267,0.00627379,0.00009244745,0.0004629511,0.000438657,0.000175666,0.0001766865,0.0008417332,0.9904631,0.0001011017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001072726,0.004009406,0.0007795976,0.1616879,0.8258286,0.001124268,0.0008086843,0.0004245118,0.00522982],"genre_scores_gemma":[0.005010283,0.01146338,0.002878719,0.2623356,0.6094535,0.006223617,0.00191605,0.001081566,0.09963733],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1207328,"threshold_uncertainty_score":0.4038914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085068966101573,"score_gpt":0.5086200802520501,"score_spread":0.4001131836418927,"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."}}