{"id":"W4412903365","doi":"10.5539/ies.v18n4p151","title":"Reviewer Acknowledgements for International Education Studies, Vol. 18, No. 4","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":"Mathematics education; Pedagogy; Psychology; Sociology","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":[0.04271149,0.003015279,0.006774572,0.00938112,0.005495124,0.01098882,0.006695007,0.02003795,0.1144995],"category_scores_gemma":[0.4068035,0.001891517,0.004484232,0.004704243,0.003461763,0.007738646,0.004087476,0.01229401,0.0576021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006214012,"about_ca_system_score_gemma":0.0135947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0072398,"about_ca_topic_score_gemma":0.01042614,"domain_scores_codex":[0.9502345,0.009909009,0.01163889,0.002511804,0.02361581,0.002090062],"domain_scores_gemma":[0.2946576,0.03367025,0.01522318,0.006153321,0.6418966,0.008399086],"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":[0.00002297747,0.000003183929,0.00004593714,0.0005986372,0.000007453735,0.00003799757,0.00003403564,0.000006006776,0.00002069487,0.00008631312,0.9954754,0.003661419],"study_design_scores_gemma":[0.0002147098,0.00003569988,0.0007206982,0.005748236,0.00009287676,0.0004595728,0.0004435456,0.0001769503,0.000183293,0.0009115275,0.9909101,0.0001026932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000112361,0.003789301,0.0007621898,0.1626906,0.8253441,0.001116691,0.0008154523,0.0004164885,0.004952846],"genre_scores_gemma":[0.004899254,0.01158093,0.002944137,0.2544737,0.6123697,0.006787279,0.001883423,0.001123381,0.1039381],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1144995,"threshold_uncertainty_score":0.3830391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093917806655639,"score_gpt":0.5090775387072052,"score_spread":0.3996857580416412,"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."}}