{"id":"W4402523638","doi":"10.5539/ies.v17n5p148","title":"Reviewer Acknowledgements for International Education Studies, Vol. 17, No. 5","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":[0.04441666,0.003038981,0.006834265,0.009816767,0.00559529,0.01134254,0.006717585,0.02042147,0.1174],"category_scores_gemma":[0.4264043,0.001879851,0.004444635,0.004924688,0.003501167,0.007624919,0.004155672,0.01229443,0.05879152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006296051,"about_ca_system_score_gemma":0.01355719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006954203,"about_ca_topic_score_gemma":0.009773954,"domain_scores_codex":[0.9444602,0.01103465,0.01317819,0.002749969,0.0263648,0.002212326],"domain_scores_gemma":[0.2845804,0.03469587,0.01552027,0.006179187,0.6505823,0.008441929],"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":[0.00002244528,0.000003242385,0.00004618321,0.0005877172,0.000007802453,0.00003852471,0.00003680003,0.000006100158,0.00001978326,0.00008967443,0.9955323,0.003609447],"study_design_scores_gemma":[0.0002183742,0.00003764547,0.0007464188,0.006114004,0.00009650179,0.0005028816,0.000490045,0.0001902314,0.0001937515,0.000934615,0.9903659,0.000109674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001168539,0.003724122,0.0007996074,0.1635235,0.8243095,0.001150268,0.0008251321,0.0004315803,0.005119403],"genre_scores_gemma":[0.005216414,0.0112163,0.002868046,0.2528801,0.6158341,0.006614745,0.00193302,0.001159704,0.1022776],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1174,"threshold_uncertainty_score":0.392742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097470130182194,"score_gpt":0.5001928124352782,"score_spread":0.3904457994170588,"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."}}