{"id":"W4389047843","doi":"10.5539/ies.v16n6p143","title":"Reviewer Acknowledgements for International Education Studies, Vol. 16, No. 6","year":2023,"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":[0.04296269,0.003023783,0.006796167,0.008698916,0.00533533,0.01089539,0.006609078,0.02047985,0.1093505],"category_scores_gemma":[0.4119995,0.001823561,0.004499223,0.004758647,0.00339971,0.007547402,0.004010153,0.01325386,0.06109715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005914104,"about_ca_system_score_gemma":0.01258081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006650453,"about_ca_topic_score_gemma":0.009470049,"domain_scores_codex":[0.9483535,0.01016669,0.01247232,0.002511406,0.0244798,0.002016257],"domain_scores_gemma":[0.2961203,0.03266612,0.01546466,0.006227172,0.6408566,0.008665209],"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":[0.00002262508,0.00000319193,0.00004539549,0.0005800922,0.000007036306,0.00003744994,0.00003436229,0.000005945694,0.00002089713,0.00008624283,0.9956203,0.003536463],"study_design_scores_gemma":[0.0002120624,0.00003680151,0.0007286515,0.006073698,0.00008743998,0.0005356184,0.0004536346,0.0001900781,0.0001917056,0.0009406606,0.9904461,0.0001036869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001115211,0.003873577,0.000754388,0.1714264,0.816577,0.001059741,0.0008105166,0.0004008556,0.00498598],"genre_scores_gemma":[0.004774391,0.01231949,0.002918203,0.2560636,0.6144816,0.006297691,0.001876287,0.001141304,0.1001274],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1093505,"threshold_uncertainty_score":0.3658138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373666891612166,"score_gpt":0.5038096671903431,"score_spread":0.3664429780291265,"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."}}