{"id":"W4210545930","doi":"10.5539/ies.v14n8p104","title":"Reviewer Acknowledgements for International Education Studies, Vol. 14, No. 8","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; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005794663,0.0002028528,0.0002636704,0.0001460068,0.000549315,0.0001770234,0.0004380451,0.00008017026,0.001413881],"category_scores_gemma":[0.2861663,0.0001942699,0.0001670479,0.0003027143,0.0002139654,0.0005464615,0.0001353598,0.0001085962,0.001033926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158847,"about_ca_system_score_gemma":0.001981837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141661,"about_ca_topic_score_gemma":0.0006019328,"domain_scores_codex":[0.9979783,0.0001365062,0.0005320967,0.0004668447,0.0006261589,0.0002601224],"domain_scores_gemma":[0.6624911,0.0002004391,0.000238692,0.0001698577,0.3367952,0.000104772],"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":[0.000008666632,0.0005535524,0.0005716711,0.00004826493,0.0004746682,1.356211e-7,0.01131026,0.00000146542,0.00001854172,0.005556574,0.957929,0.02352726],"study_design_scores_gemma":[0.0002689041,0.000009453071,0.0005714185,0.000228867,0.00005767933,5.875791e-7,0.05677837,0.000004799476,0.00008524604,0.00220022,0.9395957,0.0001987335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01301125,0.03360649,0.00006331154,0.0276857,0.8801538,0.0007984748,0.00006087927,0.0001199078,0.04450018],"genre_scores_gemma":[0.01333047,0.0329956,0.01183097,0.01163028,0.02838764,0.001783271,0.0007143659,0.00003221033,0.8992952],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.854795,"threshold_uncertainty_score":0.9997439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145457478108924,"score_gpt":0.4921871589438814,"score_spread":0.377641411132989,"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."}}