{"id":"W4378234506","doi":"10.5539/ies.v16n3p97","title":"Reviewer Acknowledgements for International Education Studies, Vol. 16, No. 3","year":2023,"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":[0.0448017,0.003148467,0.007246167,0.008931347,0.005708034,0.01154661,0.006644168,0.02084116,0.1068414],"category_scores_gemma":[0.4119559,0.001881297,0.004699523,0.005092314,0.003705611,0.007285166,0.00401537,0.01273761,0.05869323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006385225,"about_ca_system_score_gemma":0.01409022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007364703,"about_ca_topic_score_gemma":0.01000245,"domain_scores_codex":[0.9483103,0.01014066,0.01217704,0.002631454,0.02462298,0.002117574],"domain_scores_gemma":[0.2839545,0.03276986,0.01513668,0.00641486,0.6533443,0.008379795],"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":[0.00002320305,0.000003126153,0.00004566875,0.0005662241,0.000007367013,0.00003830643,0.00003589747,0.000006237104,0.00002175952,0.00008605164,0.9956393,0.003526848],"study_design_scores_gemma":[0.0002388842,0.00003664372,0.00075503,0.006091038,0.00009742552,0.0005652733,0.0004697142,0.0002155508,0.0002128347,0.001084091,0.9901206,0.0001127313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001229354,0.003864025,0.00087591,0.1664038,0.820781,0.001298425,0.0008597063,0.0004752148,0.005319101],"genre_scores_gemma":[0.005370042,0.01225246,0.003094671,0.2661783,0.6040892,0.007407157,0.001869552,0.001338059,0.09840055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1068414,"threshold_uncertainty_score":0.3574201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373860231412567,"score_gpt":0.5036946864626307,"score_spread":0.366308663321374,"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."}}