{"id":"W4249757461","doi":"10.5539/ies.v10n8p154","title":"Reviewer Acknowledgements for International Education Studies, Vol. 10, No. 8","year":2017,"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; Pedagogy; Psychology; Sociology","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":[0.04997045,0.003378344,0.008367992,0.009873113,0.005510136,0.01115631,0.006937117,0.01948192,0.07654731],"category_scores_gemma":[0.4980473,0.002024716,0.004742514,0.005193198,0.004072499,0.008598272,0.004621573,0.01364748,0.04391379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006833075,"about_ca_system_score_gemma":0.01328027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00653288,"about_ca_topic_score_gemma":0.008843179,"domain_scores_codex":[0.9388161,0.01235197,0.0158514,0.003394208,0.02728539,0.002300955],"domain_scores_gemma":[0.2187915,0.03418694,0.01853559,0.007204372,0.7139274,0.007354239],"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":[0.00002997902,0.000003867786,0.00007687439,0.001091786,0.00001246162,0.00005596749,0.00006910317,0.00000883316,0.00003074866,0.0001207375,0.993509,0.004990671],"study_design_scores_gemma":[0.0002552922,0.00003653767,0.0008784957,0.01007412,0.000138515,0.0007410219,0.0007397623,0.0002536091,0.0002561309,0.001285854,0.9851992,0.0001414407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001610691,0.004940801,0.0009748593,0.1727209,0.8141533,0.001422745,0.0009307347,0.000464711,0.004230862],"genre_scores_gemma":[0.006918298,0.01366459,0.003311554,0.2553269,0.6359001,0.008880772,0.001686379,0.001283091,0.07302832],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07654731,"threshold_uncertainty_score":0.2642722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1496916790561321,"score_gpt":0.5178078844958599,"score_spread":0.3681162054397278,"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."}}