{"id":"W4288801760","doi":"10.5539/jel.v11n4p235","title":"Reviewer Acknowledgements for Journal of Education and Learning, Vol. 11, No. 4","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Library science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002494361,0.0001086101,0.0002405777,0.0004153635,0.0004455235,0.00004202026,0.0001358538,0.00005510153,0.002922069],"category_scores_gemma":[0.006128708,0.0001039141,0.00007808188,0.0001665075,0.00003969311,0.0002061427,0.00002571995,0.0007438759,0.00002868537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009312241,"about_ca_system_score_gemma":0.0006109803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002791246,"about_ca_topic_score_gemma":7.518763e-7,"domain_scores_codex":[0.9984292,0.0005024408,0.0006030933,0.0001338338,0.0001782334,0.0001531981],"domain_scores_gemma":[0.9936537,0.0001822157,0.001276952,0.00007057423,0.004696166,0.0001203506],"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":[0.00008525782,0.0006705083,0.07488819,0.00005036429,0.00008405215,2.640333e-7,0.01377892,0.000007587699,0.00007900879,0.00005908337,0.7316372,0.1786596],"study_design_scores_gemma":[0.0006386342,0.0005435016,0.08322136,0.00009599308,0.00007348123,0.0001129222,0.0194618,0.000004658179,0.000004253621,0.0002169678,0.8955298,0.00009665051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162385,0.01283235,0.0002986464,0.001235664,0.06502767,0.0001979303,4.178435e-7,0.000005916199,0.004162844],"genre_scores_gemma":[0.7078189,0.001502682,0.007814018,0.001725166,0.01251782,0.00008973353,0.00003557639,0.00005855091,0.2684375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2642747,"threshold_uncertainty_score":0.9979894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944730636105773,"score_gpt":0.3711096092083755,"score_spread":0.3416623028473178,"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."}}