{"id":"W4410773385","doi":"10.5539/ies.v18n3p123","title":"Reviewer Acknowledgements for International Education Studies, Vol. 18, No. 3","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; Psychology; Pedagogy","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":[0.04356089,0.003033761,0.006913529,0.009140124,0.005598169,0.01158681,0.006591751,0.02026859,0.1155972],"category_scores_gemma":[0.4024467,0.001857376,0.004650292,0.004927135,0.003506133,0.007479937,0.003978576,0.01236315,0.06051597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006241762,"about_ca_system_score_gemma":0.01379749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007162182,"about_ca_topic_score_gemma":0.01025525,"domain_scores_codex":[0.9488922,0.009971103,0.01184328,0.002663242,0.02450498,0.002125136],"domain_scores_gemma":[0.2906055,0.0327523,0.01540286,0.006193358,0.6466054,0.008440549],"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":[0.00002202986,0.000003075964,0.00004299005,0.0005698597,0.00000713395,0.00003693501,0.0000341172,0.000005755417,0.00001997995,0.00008655462,0.9955445,0.00362715],"study_design_scores_gemma":[0.0002110982,0.00003392029,0.0007048488,0.005946958,0.00008971398,0.0004942563,0.0004288818,0.0001833897,0.0001851864,0.0009514247,0.9906684,0.0001020607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001121122,0.00396518,0.0008546296,0.1613873,0.8255674,0.001240468,0.0008702544,0.0004776766,0.00552491],"genre_scores_gemma":[0.00503578,0.01206504,0.003031605,0.2651283,0.6052811,0.006927183,0.001916324,0.001281149,0.09933355],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1155972,"threshold_uncertainty_score":0.3867112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085180878171163,"score_gpt":0.5085053401827975,"score_spread":0.3999872523656811,"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."}}