{"id":"W4391287860","doi":"10.5539/ies.v17n1p85","title":"Reviewer Acknowledgements for International Education Studies, Vol. 17, No. 1","year":2024,"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":[0.04899511,0.003131866,0.007305773,0.01060545,0.006033611,0.01125972,0.00668595,0.01942806,0.112088],"category_scores_gemma":[0.4645102,0.0019808,0.004279824,0.005522027,0.003615022,0.008146853,0.004392718,0.012651,0.05608384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006689562,"about_ca_system_score_gemma":0.01519364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007284876,"about_ca_topic_score_gemma":0.01034689,"domain_scores_codex":[0.9432507,0.012026,0.01335524,0.002973089,0.02613249,0.002262569],"domain_scores_gemma":[0.2590258,0.04109747,0.01629239,0.006570079,0.6690147,0.007999603],"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":[0.00002090626,0.000003121409,0.00004266198,0.000638784,0.000006972318,0.00003325945,0.00004160978,0.000005931608,0.00001902388,0.00008932545,0.9956162,0.003482192],"study_design_scores_gemma":[0.0002064691,0.00003592754,0.0007060129,0.006478566,0.00008914517,0.0004663111,0.0005203341,0.00016536,0.0001763479,0.0009756651,0.990071,0.000108804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001170482,0.004118951,0.0007822281,0.180216,0.8072783,0.001196258,0.0009737089,0.0004215475,0.004895955],"genre_scores_gemma":[0.004769982,0.01287573,0.002941374,0.2615233,0.6127873,0.007878247,0.002151898,0.001289479,0.09378275],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.112088,"threshold_uncertainty_score":0.3749716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118806980145423,"score_gpt":0.5008071948513676,"score_spread":0.3889264968368253,"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."}}