{"id":"W4288699401","doi":"10.5539/ies.v15n4p133","title":"Reviewer Acknowledgements for International Education Studies, Vol. 15, No. 4","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; Library science; Computer science","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":[0.04470445,0.003192789,0.007186224,0.009700869,0.005806627,0.01142452,0.006765911,0.02080138,0.1087672],"category_scores_gemma":[0.4194389,0.001941798,0.004499651,0.00496575,0.003617856,0.007754451,0.004254302,0.01246805,0.05693499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006298772,"about_ca_system_score_gemma":0.01371686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007311639,"about_ca_topic_score_gemma":0.0101612,"domain_scores_codex":[0.9473454,0.01055032,0.01249659,0.002657551,0.02483749,0.002112618],"domain_scores_gemma":[0.2801613,0.03381093,0.01499642,0.006393114,0.6562442,0.008394114],"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":[0.00002226495,0.000003242877,0.00004688733,0.000583473,0.000007665476,0.00003668098,0.00003320183,0.000006191628,0.00002062837,0.00008229422,0.995787,0.003370398],"study_design_scores_gemma":[0.0002219774,0.00003744754,0.0007594404,0.005701617,0.00009473302,0.0004667029,0.0004619905,0.0001922537,0.000193966,0.000937629,0.9908235,0.0001086605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001159749,0.003714876,0.00075464,0.1634988,0.8245339,0.001159546,0.0008251041,0.0004108051,0.004986297],"genre_scores_gemma":[0.005009346,0.01141922,0.002854278,0.259493,0.6064091,0.00701528,0.001890982,0.001128735,0.1047801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1087672,"threshold_uncertainty_score":0.3638626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093620536422516,"score_gpt":0.4834900956549029,"score_spread":0.3741280420126513,"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."}}