{"id":"W4310547939","doi":"10.5539/jel.v11n6p140","title":"Reviewer Acknowledgements for Journal of Education and Learning, Vol. 11, No. 6","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":"Mathematics education; Psychology; Pedagogy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002495464,0.0001086199,0.0002406095,0.000415343,0.0004454773,0.00004202177,0.0001358215,0.00005510145,0.002901537],"category_scores_gemma":[0.006149072,0.0001039195,0.00007808578,0.0001665593,0.00003969524,0.0002061572,0.00002572198,0.0007439943,0.00002857816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009304101,"about_ca_system_score_gemma":0.0006116286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002835924,"about_ca_topic_score_gemma":7.648607e-7,"domain_scores_codex":[0.9984288,0.000502807,0.0006030888,0.00013385,0.0001782428,0.000153208],"domain_scores_gemma":[0.9936219,0.0001820485,0.001276921,0.00007056421,0.004728162,0.0001203652],"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":[0.0000845341,0.0006733607,0.07456871,0.00005039407,0.00008408439,2.640178e-7,0.0138107,0.000007578923,0.00007942194,0.00005955009,0.7317628,0.1788186],"study_design_scores_gemma":[0.0006379143,0.0005369634,0.08372463,0.0000959045,0.0000734242,0.0001127373,0.01947325,0.000004603079,0.000004251132,0.0002167191,0.895023,0.00009656623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161315,0.01285756,0.0002985922,0.001242514,0.06506312,0.0001982059,4.140525e-7,0.00000591858,0.004202193],"genre_scores_gemma":[0.7045675,0.001502944,0.007822848,0.001728505,0.01253743,0.00008994427,0.0000353916,0.00005864275,0.2716568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2674546,"threshold_uncertainty_score":0.9980099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02919798825030585,"score_gpt":0.3707050562687266,"score_spread":0.3415070680184208,"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."}}