{"id":"W4385308707","doi":"10.5539/ies.v16n4p92","title":"Reviewer Acknowledgements for International Education Studies, Vol. 16, No. 4","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":"International education; Mathematics education; Pedagogy; Comparative education; Psychology; Higher education; 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":[0.04342804,0.003128328,0.007091689,0.009101342,0.005615992,0.01099062,0.006731149,0.02055728,0.10773],"category_scores_gemma":[0.413327,0.001905834,0.004558009,0.004879831,0.003651822,0.007548633,0.004097179,0.01269072,0.05698251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006346687,"about_ca_system_score_gemma":0.01388141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007375489,"about_ca_topic_score_gemma":0.01015406,"domain_scores_codex":[0.9504752,0.009931521,0.01173117,0.002453753,0.02333664,0.002071708],"domain_scores_gemma":[0.2887479,0.0334677,0.01492611,0.006357247,0.6480668,0.008434298],"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":[0.00002395269,0.000003192812,0.00004749381,0.0005857616,0.000007550689,0.00003858223,0.00003461215,0.000006353008,0.000021959,0.00008482754,0.9956295,0.00351618],"study_design_scores_gemma":[0.0002424011,0.00003802897,0.0007608185,0.005839061,0.00009891953,0.0005232339,0.000476381,0.0002041442,0.0002062108,0.001046025,0.9904529,0.0001118408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001215951,0.003698425,0.0007795896,0.1673425,0.820815,0.001161028,0.0008142485,0.0004175751,0.004850083],"genre_scores_gemma":[0.005157141,0.01180413,0.003006964,0.2555801,0.6108252,0.007185394,0.001853919,0.001189747,0.1033973],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.10773,"threshold_uncertainty_score":0.3603928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384446921587177,"score_gpt":0.5042619156667887,"score_spread":0.365817223508071,"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."}}