{"id":"W4210251017","doi":"10.5539/ies.v15n1p226","title":"Reviewer Acknowledgements for International Education Studies, Vol. 15, No. 1","year":2022,"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":[0.0526428,0.003178804,0.007511534,0.0104307,0.006143336,0.01191166,0.006635513,0.02049564,0.104619],"category_scores_gemma":[0.4668494,0.001990757,0.004379132,0.005482333,0.003607553,0.00819226,0.004459021,0.01295944,0.05449605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006656274,"about_ca_system_score_gemma":0.01471551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007092787,"about_ca_topic_score_gemma":0.01016038,"domain_scores_codex":[0.9383349,0.01312551,0.01486509,0.003317626,0.02805031,0.002306591],"domain_scores_gemma":[0.2526363,0.04028712,0.01652591,0.006818857,0.6756154,0.008116303],"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":[0.00002128781,0.000003321745,0.0000451435,0.0006777757,0.000007463052,0.00003195169,0.00004083143,0.000006084674,0.00001975163,0.00008845254,0.9955398,0.003518101],"study_design_scores_gemma":[0.0001973423,0.0000367794,0.0007528704,0.006676513,0.00008833283,0.0004421807,0.0004966318,0.0001676439,0.0001732576,0.000902196,0.9899596,0.0001065617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001106113,0.00434265,0.0007568278,0.179285,0.8081644,0.001200614,0.0009404482,0.000396797,0.004802694],"genre_scores_gemma":[0.004703464,0.01275545,0.00285465,0.280293,0.6008905,0.007551721,0.002062665,0.001171499,0.08771715],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.104619,"threshold_uncertainty_score":0.3499855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105912702609122,"score_gpt":0.4836451867389789,"score_spread":0.3730539164780667,"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."}}