{"id":"W7117475909","doi":"10.11114/jets.v14i1.8328","title":"Reviewer Acknowledgements for Journal of Education and Training Studies, Vol. 14, No. 1","year":2025,"lang":"","type":"article","venue":"Journal of Education and Training Studies","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open university; Higher education; University faculty; Training (meteorology); Quality (philosophy); University education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005073175,0.0003624107,0.001267458,0.0006909162,0.000466833,0.00007985723,0.0002283118,0.0001555237,0.00006949058],"category_scores_gemma":[0.0454469,0.0003008243,0.0001918988,0.0003420515,0.0002546203,0.0002439809,0.00007758787,0.0006130888,0.000006299285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003106055,"about_ca_system_score_gemma":0.002456235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.293249e-7,"about_ca_topic_score_gemma":0.000001590278,"domain_scores_codex":[0.9964556,0.0002757237,0.00222224,0.0003124402,0.000325474,0.0004085694],"domain_scores_gemma":[0.9673376,0.0009986216,0.002456928,0.0001471433,0.02884938,0.0002103188],"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":[0.00007862636,0.0004073454,0.001214823,0.0009706146,0.00256484,5.184058e-7,0.1063343,4.35967e-7,0.00001230219,0.0002152289,0.4777554,0.4104456],"study_design_scores_gemma":[0.00191471,0.0005230928,0.004754302,0.00990888,0.001021632,0.00003603747,0.2317881,0.000001667796,0.00001504903,0.002064482,0.7477574,0.0002146538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07179091,0.6120117,0.0001777607,0.003339658,0.3092962,0.0004801389,0.000004819492,0.00000536236,0.002893439],"genre_scores_gemma":[0.2745868,0.4947325,0.0211938,0.004241765,0.03568264,0.0002141859,0.000007666097,0.00009255468,0.169248],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.410231,"threshold_uncertainty_score":0.9999444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395882445044636,"score_gpt":0.4609420866717362,"score_spread":0.3213538421672726,"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."}}