{"id":"W4387217556","doi":"10.5539/jel.v12n5p242","title":"Reviewer Acknowledgements for Journal of Education and Learning, Vol. 12, No. 5","year":2023,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Library science; Mathematics education; Pedagogy; 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"],"consensus_categories":[],"category_scores_codex":[0.001563089,0.0001081497,0.000192468,0.0005022588,0.0004250873,0.0001432911,0.000116496,0.00004099562,0.0002042531],"category_scores_gemma":[0.07288846,0.00009315162,0.00007837241,0.0004259899,0.0000747465,0.0005234452,0.00002326406,0.0005217648,0.00006457623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004680085,"about_ca_system_score_gemma":0.0007202089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.81335e-7,"about_ca_topic_score_gemma":3.982763e-7,"domain_scores_codex":[0.9985004,0.0003958307,0.0004958899,0.0001726348,0.0002801072,0.0001551379],"domain_scores_gemma":[0.9920359,0.000429683,0.0009923828,0.00005806008,0.006318365,0.000165613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001115961,0.0008164012,0.01787187,0.0002641379,0.00001647352,8.743631e-7,0.005180778,0.00005415753,0.04184874,0.0001646163,0.3947225,0.5389479],"study_design_scores_gemma":[0.0004698485,0.000686407,0.02353097,0.000321502,0.00004971208,0.00006572718,0.004920923,0.0002068915,0.001688882,0.0002833428,0.9676553,0.0001204777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489926,0.001006852,0.0008919336,0.0007837591,0.0453338,0.0002778497,7.269535e-7,0.00001967591,0.002692865],"genre_scores_gemma":[0.8447198,0.004609444,0.0007662902,0.002037618,0.007283492,0.00002491029,0.000004706176,0.00003861523,0.1405151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5729328,"threshold_uncertainty_score":0.934921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04265604622395701,"score_gpt":0.3442661795982341,"score_spread":0.3016101333742771,"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."}}