{"id":"W4234946469","doi":"10.5539/ies.v14n4p103","title":"Reviewer Acknowledgements for International Education Studies, Vol. 14, No. 4","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":"International education; Comparative education; Pedagogy; Mathematics education; Library science; Higher education; Sociology; Psychology; Political science; Law; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000579236,0.0002028307,0.0002636347,0.0001460354,0.0005493084,0.0001770316,0.0004381781,0.00008016974,0.001413579],"category_scores_gemma":[0.2855194,0.0001942598,0.0001670387,0.0003027747,0.0002139551,0.0005464797,0.0001353715,0.0001085816,0.001032867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158543,"about_ca_system_score_gemma":0.001979477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113484,"about_ca_topic_score_gemma":0.0006005987,"domain_scores_codex":[0.9979783,0.0001364153,0.0005321103,0.0004668084,0.0006262272,0.0002601019],"domain_scores_gemma":[0.6634791,0.000200753,0.000238878,0.0001700111,0.3358064,0.0001048417],"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":[0.000008774864,0.0005537476,0.0005764934,0.00004826436,0.0004747559,1.356552e-7,0.01130843,0.000001449816,0.00001856048,0.005582236,0.9581729,0.02325425],"study_design_scores_gemma":[0.0002690791,0.000009538141,0.0005722085,0.0002286996,0.00005766891,5.875547e-7,0.05677923,0.000004798624,0.00008386256,0.002200719,0.9395949,0.0001987157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01293304,0.03361172,0.00006337891,0.02755298,0.8805301,0.0007989746,0.00006141802,0.0001205728,0.04432786],"genre_scores_gemma":[0.01350319,0.03351178,0.01190756,0.0117016,0.02858205,0.001795352,0.0007233759,0.00003245687,0.8982427],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8539148,"threshold_uncertainty_score":0.999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154579057972218,"score_gpt":0.492657985014235,"score_spread":0.3772000792170132,"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."}}