{"id":"W4243358050","doi":"10.5539/ies.v12n4p253","title":"Reviewer Acknowledgements for International Education Studies, Vol. 12, No. 4","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; Higher education; Pedagogy; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04139967,0.003016228,0.007050186,0.009703563,0.005571343,0.01153653,0.006722124,0.02026519,0.1095435],"category_scores_gemma":[0.420373,0.001797984,0.004449375,0.005075961,0.003742127,0.008174933,0.004350828,0.01276107,0.05807661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006429671,"about_ca_system_score_gemma":0.01319866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006877743,"about_ca_topic_score_gemma":0.009660279,"domain_scores_codex":[0.95126,0.009903609,0.0120059,0.002475746,0.02225753,0.002097325],"domain_scores_gemma":[0.2846435,0.03146685,0.01543619,0.006532428,0.6541122,0.007808866],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002152947,0.000002997982,0.00004727194,0.0006738339,0.000007467433,0.00003891124,0.00003449306,0.000006203076,0.00001885431,0.0001066618,0.9951178,0.003924071],"study_design_scores_gemma":[0.0001833183,0.00003243865,0.0006554329,0.006240153,0.00009451884,0.0005820796,0.0004720795,0.0001867155,0.0001842436,0.00111514,0.9901439,0.0001098793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000106566,0.00422259,0.0007641063,0.1766093,0.8112749,0.0009384867,0.0008173799,0.0003892634,0.004877472],"genre_scores_gemma":[0.004984646,0.01237494,0.002773377,0.2475507,0.6372262,0.005687882,0.001749121,0.001007569,0.08664554],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9586003,"threshold_uncertainty_score":0.3664596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09717554193642138,"score_gpt":0.4782169887855695,"score_spread":0.3810414468491481,"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."}}