{"id":"W4298147517","doi":"10.5539/jel.v11n5p201","title":"Reviewer Acknowledgements for Journal of Education and Learning, Vol. 11, No. 5","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","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":[0.002495391,0.0001086189,0.0002406116,0.0004153498,0.0004455404,0.000042005,0.0001358118,0.00005510373,0.002921421],"category_scores_gemma":[0.006148847,0.0001039157,0.00007809055,0.0001665516,0.00003969327,0.0002061424,0.00002572102,0.0007439478,0.00002852669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009313915,"about_ca_system_score_gemma":0.0006115445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002812077,"about_ca_topic_score_gemma":7.54097e-7,"domain_scores_codex":[0.9984288,0.000502789,0.0006030779,0.000133848,0.0001782422,0.0001531951],"domain_scores_gemma":[0.9936231,0.0001820164,0.001276839,0.00007056017,0.0047271,0.0001203545],"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":[0.0000840236,0.0006694068,0.0745613,0.00005029004,0.00008390927,2.635728e-7,0.01374944,0.000007651955,0.00007935964,0.00005900851,0.7321076,0.1785477],"study_design_scores_gemma":[0.0006379469,0.0005372285,0.08420247,0.00009599423,0.00007345994,0.0001128651,0.0194583,0.000004628392,0.000004278194,0.0002158935,0.8945603,0.00009660458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163571,0.01280319,0.0002975017,0.001239517,0.06494716,0.000197641,4.14396e-7,0.00000590896,0.004151587],"genre_scores_gemma":[0.7053825,0.001507246,0.007837809,0.001731384,0.01255768,0.00009000595,0.00003559629,0.00005873853,0.270799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2666475,"threshold_uncertainty_score":0.9979901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920068344192655,"score_gpt":0.3707184498411282,"score_spread":0.3415177663992016,"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."}}