{"id":"W4241616317","doi":"10.5539/ies.v9n8p203","title":"Reviewer Acknowledgements for International Education Studies, Vol. 9, No. 8","year":2016,"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; Psychology; Mathematics education; Higher education; Political science; Medical education; Sociology; Social science; Library science; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006495728,0.0002004094,0.0002329027,0.000186687,0.0004490049,0.00009756471,0.000535893,0.00007226704,0.001328672],"category_scores_gemma":[0.2754109,0.0001447951,0.0001422879,0.0001882553,0.0002981431,0.0006789506,0.0001053634,0.00005991657,0.00168869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383873,"about_ca_system_score_gemma":0.001030592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239155,"about_ca_topic_score_gemma":0.0003303527,"domain_scores_codex":[0.9981425,0.0001038597,0.0005064578,0.0004199925,0.0005611079,0.0002660938],"domain_scores_gemma":[0.7256843,0.000302226,0.0002881994,0.000171312,0.2734388,0.0001151015],"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":[0.00001342867,0.000334018,0.001008395,0.00002476746,0.0003427629,2.635095e-8,0.006325698,1.813975e-7,0.00002918555,0.005210328,0.9199814,0.06672982],"study_design_scores_gemma":[0.0003429889,0.00001556283,0.0009211748,0.00034695,0.00004096105,1.815701e-7,0.02210229,0.000001205536,0.00005514218,0.003061444,0.9729151,0.0001970522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01708146,0.01251486,0.0001425901,0.03725458,0.9064165,0.001129203,0.0000740871,0.0001519851,0.02523468],"genre_scores_gemma":[0.03601277,0.03259662,0.00730638,0.007965886,0.04335711,0.002652799,0.0001723284,0.00003671148,0.8698994],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8630595,"threshold_uncertainty_score":0.9995843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104356573092617,"score_gpt":0.4874411771508915,"score_spread":0.3770055198416298,"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."}}