{"id":"W4406847932","doi":"10.5539/ies.v18n1p117","title":"Reviewer Acknowledgements for International Education Studies, Vol. 18, No. 1","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":"Pedagogy; Psychology; Mathematics education; Higher education; International education; Social science; Sociology; Political science; 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":[],"consensus_categories":[],"category_scores_codex":[0.04899781,0.002985797,0.007015691,0.01000469,0.005788075,0.01143871,0.006531102,0.01963777,0.1137833],"category_scores_gemma":[0.4481067,0.001919511,0.004354763,0.005181411,0.003411825,0.008201141,0.004226838,0.01259479,0.05674873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006555226,"about_ca_system_score_gemma":0.01440718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007033516,"about_ca_topic_score_gemma":0.01054486,"domain_scores_codex":[0.9434053,0.01189228,0.01342888,0.003066357,0.02595782,0.0022494],"domain_scores_gemma":[0.2721836,0.03964425,0.01672833,0.006481431,0.6567706,0.008191722],"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":[0.00002141317,0.000003171162,0.00004224656,0.0006742373,0.0000069858,0.00003179721,0.00003925701,0.000005682844,0.00001873118,0.00009014027,0.995312,0.003754403],"study_design_scores_gemma":[0.0001894904,0.00003457909,0.0007046718,0.006694988,0.00008464727,0.0004241138,0.0004632651,0.000151571,0.000158829,0.0008649746,0.9901302,0.00009864524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001064259,0.004457999,0.0007578633,0.1782942,0.8089055,0.001164437,0.000944366,0.0004074353,0.004961776],"genre_scores_gemma":[0.004584511,0.01305552,0.002931943,0.2731273,0.6062915,0.007237235,0.002091839,0.001171185,0.08950893],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1137833,"threshold_uncertainty_score":0.380643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106273484782365,"score_gpt":0.5092391969104102,"score_spread":0.3986118484321737,"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."}}