{"id":"W4235699190","doi":"10.5539/ies.v12n3p170","title":"Reviewer Acknowledgements for International Education Studies, Vol. 12, No. 3","year":2019,"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; Psychology; Pedagogy; Higher education; Comparative education; Sociology; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006547951,0.0002128107,0.0002734617,0.0001976468,0.0003661786,0.0001411914,0.0005660646,0.00007984134,0.001885957],"category_scores_gemma":[0.1150555,0.000193622,0.0001556956,0.0001936874,0.0001770845,0.0006452686,0.0001154395,0.0001051849,0.003376803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195875,"about_ca_system_score_gemma":0.001072787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000207909,"about_ca_topic_score_gemma":0.0003668582,"domain_scores_codex":[0.9980405,0.00009836205,0.0005174621,0.0004512202,0.0006243087,0.0002681712],"domain_scores_gemma":[0.8063522,0.0002142254,0.0003084461,0.0001954426,0.1928255,0.0001041334],"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":[0.00001571889,0.0004177296,0.002627004,0.00005896879,0.0004109594,2.330261e-8,0.01191048,0.000002221838,0.0000162298,0.005093646,0.9622479,0.01719909],"study_design_scores_gemma":[0.0003240985,0.00001982665,0.001252822,0.0002365082,0.00004098282,2.096744e-7,0.04803708,0.000009754875,0.00002215392,0.001449233,0.9483976,0.0002097566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.04897435,0.01197849,0.00002322715,0.0133717,0.8569564,0.001626101,0.00004492782,0.0001267506,0.0668981],"genre_scores_gemma":[0.04418621,0.01483709,0.005733042,0.008507038,0.02263435,0.001715416,0.0004230212,0.0000342413,0.9019296],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8350315,"threshold_uncertainty_score":0.9990265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09639589437786847,"score_gpt":0.4776500119712633,"score_spread":0.3812541175933948,"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."}}