{"id":"W4254408354","doi":"10.5539/ies.v14n7p108","title":"Reviewer Acknowledgements for International Education Studies, Vol. 14, No. 7","year":2021,"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; Comparative education; Higher education; Sociology; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.041095,0.003026453,0.006833239,0.009447603,0.005580253,0.01129211,0.006661011,0.02054252,0.1108434],"category_scores_gemma":[0.4066215,0.0018176,0.004335022,0.004856871,0.003444907,0.00751652,0.004120224,0.01333772,0.06408647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006161871,"about_ca_system_score_gemma":0.01326939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006878658,"about_ca_topic_score_gemma":0.009676854,"domain_scores_codex":[0.948158,0.01006408,0.01128587,0.002611746,0.02574849,0.002131803],"domain_scores_gemma":[0.2625807,0.03307395,0.01318015,0.005548351,0.6774457,0.008171055],"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":[0.00001737005,0.000003077454,0.0000409954,0.0005052518,0.000006280927,0.00003250431,0.00002994514,0.000005449954,0.00001813338,0.00008621023,0.9958584,0.003396513],"study_design_scores_gemma":[0.000165295,0.0000327932,0.0006729391,0.005405728,0.00007815098,0.0004520559,0.000444293,0.0001731255,0.0001729994,0.0008644097,0.9914398,0.00009830105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001114356,0.003772257,0.0007372595,0.1758357,0.8116042,0.000996546,0.0007670161,0.0004080618,0.005767555],"genre_scores_gemma":[0.004413058,0.01184509,0.002509702,0.2462676,0.6260245,0.005466688,0.001898075,0.00112763,0.1004477],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1108434,"threshold_uncertainty_score":0.3708081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146175512466304,"score_gpt":0.4921617674268424,"score_spread":0.3775442161802121,"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."}}