{"id":"W4404770323","doi":"10.5539/ies.v17n6p118","title":"Reviewer Acknowledgements for International Education Studies, Vol. 17, No. 6","year":2024,"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; Psychology; Pedagogy; Regional science; Sociology; Political science; Social science","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":[0.04233718,0.003047971,0.006737442,0.009435852,0.005444896,0.01079104,0.006721057,0.01980926,0.114798],"category_scores_gemma":[0.4219078,0.001865055,0.004373854,0.004868023,0.003398553,0.007732076,0.004133585,0.01296733,0.06127647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005869294,"about_ca_system_score_gemma":0.01284358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006603509,"about_ca_topic_score_gemma":0.009429218,"domain_scores_codex":[0.947668,0.01032501,0.01239162,0.002519326,0.0250468,0.002049307],"domain_scores_gemma":[0.2881441,0.03412721,0.01537431,0.006136366,0.647725,0.008492965],"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":[0.00002133609,0.000003146848,0.00004388733,0.0005693006,0.000006971807,0.00003797085,0.00003558462,0.000005861463,0.00001988313,0.00008727946,0.9957141,0.003454721],"study_design_scores_gemma":[0.0002044241,0.00003590039,0.0006903408,0.005870875,0.00008618975,0.0005145579,0.0004685314,0.0001793488,0.0001884125,0.0009107703,0.9907466,0.000104015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001120858,0.003720319,0.0007597075,0.1673261,0.8207003,0.001046885,0.00083586,0.0004117413,0.005086953],"genre_scores_gemma":[0.00468376,0.01200269,0.00285807,0.2423747,0.6246614,0.006391723,0.001960359,0.001179118,0.1038882],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9576628,"threshold_uncertainty_score":0.3840376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097477129756953,"score_gpt":0.5001943132463524,"score_spread":0.3904466002706571,"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."}}