{"id":"W4230556792","doi":"10.5539/ies.v14n1p130","title":"Reviewer Acknowledgements for International Education Studies, Vol. 14, No. 1","year":2020,"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; Mathematics education; Higher education; Pedagogy; Sociology; Psychology; Political science; Library science; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004494505,0.0002110282,0.0002667493,0.0001168241,0.0004709784,0.0001441642,0.0005803262,0.00007235165,0.001011648],"category_scores_gemma":[0.2773923,0.0001953757,0.0001523319,0.0002775704,0.0002220901,0.0005723669,0.0001245928,0.0001143533,0.001503883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007938871,"about_ca_system_score_gemma":0.001049886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105765,"about_ca_topic_score_gemma":0.0001628978,"domain_scores_codex":[0.9980615,0.0001019416,0.0005305615,0.0004523425,0.000608363,0.0002452452],"domain_scores_gemma":[0.7465041,0.0001759864,0.0002943305,0.0001275305,0.2527211,0.0001770046],"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":[0.00001803165,0.0002887201,0.0004995381,0.00005516515,0.000385163,4.629844e-8,0.02389187,0.000002195154,0.00001227874,0.003152821,0.9532783,0.01841588],"study_design_scores_gemma":[0.0002823579,0.00002180878,0.0003278304,0.00013946,0.00005232562,1.402785e-7,0.04966344,0.00001615358,0.00002837753,0.0008825602,0.9483855,0.0002000352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01186845,0.02136316,0.0001222095,0.09688555,0.8327087,0.001573999,0.00008381446,0.0002201695,0.03517392],"genre_scores_gemma":[0.07551257,0.04497142,0.02183108,0.07633153,0.1004242,0.004470296,0.001087176,0.00008824156,0.6752836],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7322845,"threshold_uncertainty_score":0.9999015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442961107290918,"score_gpt":0.4882393326559169,"score_spread":0.3439432219268251,"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."}}