{"id":"W4200058684","doi":"10.5539/ies.v14n10p127","title":"Reviewer Acknowledgements for International Education Studies, Vol. 14, No. 10","year":2021,"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; Comparative education; Pedagogy; Higher education; Mathematics education; Political science; Sociology; Library science; Psychology; Law; 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":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0417797,0.003074468,0.00681703,0.009256872,0.005512415,0.01136084,0.00623889,0.01877472,0.1139101],"category_scores_gemma":[0.4148869,0.001855858,0.004028075,0.005003013,0.00349478,0.007720286,0.004037773,0.01239877,0.06352005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006103078,"about_ca_system_score_gemma":0.01328509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007442093,"about_ca_topic_score_gemma":0.01066617,"domain_scores_codex":[0.950535,0.009945435,0.01097842,0.002604105,0.02389648,0.002040602],"domain_scores_gemma":[0.2743871,0.03550668,0.01429007,0.005887311,0.6615355,0.008393455],"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":[0.00001952585,0.000002996066,0.00004220332,0.0005456802,0.00000605042,0.00003131557,0.000030486,0.000005509506,0.00001820673,0.0000783786,0.9956834,0.003536173],"study_design_scores_gemma":[0.0001846079,0.00003288907,0.0007511326,0.005289661,0.00007760312,0.0004429978,0.0004408295,0.0001767785,0.0001752144,0.0008603499,0.9914655,0.0001024611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001109003,0.003816662,0.0007719499,0.164895,0.8224425,0.001114006,0.0008828114,0.0004228638,0.005543342],"genre_scores_gemma":[0.004760012,0.01223089,0.002661566,0.2427118,0.6184654,0.006388227,0.002044635,0.001159003,0.1095785],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1139101,"threshold_uncertainty_score":0.3810671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143722383152934,"score_gpt":0.4913518386054601,"score_spread":0.3769796002901666,"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."}}