{"id":"W4239546109","doi":"10.5539/ies.v10n12p166","title":"Reviewer Acknowledgements for International Education Studies, Vol. 10, No. 12","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":[0.05134572,0.003343665,0.00876657,0.00977094,0.00550162,0.01144041,0.00656988,0.01786402,0.08262144],"category_scores_gemma":[0.5052961,0.002013226,0.004689025,0.005530649,0.004011937,0.008538015,0.004544304,0.01274734,0.04659675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006491698,"about_ca_system_score_gemma":0.01351544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006893646,"about_ca_topic_score_gemma":0.009292051,"domain_scores_codex":[0.93839,0.01257392,0.01582613,0.003403423,0.02754196,0.002264428],"domain_scores_gemma":[0.209944,0.03311785,0.01763209,0.007128653,0.7249492,0.00722816],"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":[0.00003138402,0.000003966296,0.00007813743,0.001150539,0.00001255428,0.00005218903,0.00007204126,0.00000888711,0.00002987758,0.0001206415,0.9932892,0.005150693],"study_design_scores_gemma":[0.0002655643,0.00003909834,0.0009827175,0.01046223,0.0001460124,0.0007349945,0.000795327,0.0002749565,0.0002783948,0.001347446,0.9845178,0.0001555276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001738317,0.005356215,0.00115644,0.1662488,0.8192909,0.001604149,0.001116144,0.0005331743,0.004520387],"genre_scores_gemma":[0.007718278,0.01530434,0.003785034,0.2519094,0.6254478,0.009619083,0.002014693,0.001495593,0.08270578],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08262144,"threshold_uncertainty_score":0.2763963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1549186813029692,"score_gpt":0.5135609871582838,"score_spread":0.3586423058553145,"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."}}