{"id":"W4297496614","doi":"10.5539/ies.v15n5p174","title":"Reviewer Acknowledgements for International Education Studies, Vol. 15, No. 5","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":"Pedagogy; Mathematics education; Comparative education; Higher education; Psychology; Sociology; Library science; Political science; Computer 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":[0.04708423,0.003103327,0.0070362,0.009756168,0.005686042,0.01199959,0.00673193,0.02155695,0.1124508],"category_scores_gemma":[0.4261492,0.001898684,0.004570153,0.004941726,0.003499903,0.007725256,0.004239344,0.01245775,0.05836096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006326037,"about_ca_system_score_gemma":0.01304214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006798469,"about_ca_topic_score_gemma":0.009623908,"domain_scores_codex":[0.9402202,0.01188042,0.01452793,0.003042406,0.0280757,0.00225328],"domain_scores_gemma":[0.2804599,0.03381055,0.01584156,0.006367232,0.654978,0.008542905],"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":[0.00002247911,0.000003439694,0.00004787665,0.000618517,0.000008296926,0.00003689579,0.00003518788,0.000006195052,0.00002013992,0.00008795548,0.9955009,0.003612128],"study_design_scores_gemma":[0.0002103922,0.00003865668,0.0007892051,0.006326274,0.00009557177,0.0004759491,0.0004673788,0.0001929918,0.0001890047,0.0008685216,0.9902379,0.0001081275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001116004,0.003940789,0.0007712751,0.1633162,0.824351,0.001166292,0.0008041255,0.0004137598,0.005125017],"genre_scores_gemma":[0.005183358,0.01122258,0.002810957,0.269427,0.6036692,0.006410449,0.001878919,0.00107331,0.09832425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1124508,"threshold_uncertainty_score":0.3761854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084829301842366,"score_gpt":0.4830394170242071,"score_spread":0.3745564868399704,"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."}}