{"id":"W4318323739","doi":"10.5539/jel.v12n1p125","title":"Development of Grade 11 student Learning Achievements on Quadratic Functions Using Brain-Based Learning (BBL) Management","year":2023,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Mathematics education; Psychology; Test (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052387,0.0003896135,0.0003033338,0.0008270836,0.0003024251,0.0009334343,0.000386553,0.0001984472,0.002209179],"category_scores_gemma":[0.004010697,0.00009644356,0.0003388137,0.0003256121,0.000220154,0.0003782728,0.0008030595,0.0003900321,0.0006336056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004314873,"about_ca_system_score_gemma":0.0005452015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776764,"about_ca_topic_score_gemma":0.002091009,"domain_scores_codex":[0.9993858,0.0001343377,0.00006537526,0.0001083187,0.0002177092,0.00008837262],"domain_scores_gemma":[0.9974052,0.0005846375,0.000714481,0.0001612553,0.0006566145,0.0004778772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007104711,0.006013699,0.7202401,0.0001655472,0.00007848236,0.0002161832,0.004212824,0.001166738,0.01833445,0.0006606146,0.001134174,0.2470666],"study_design_scores_gemma":[0.00002278618,0.003760743,0.9749809,0.00003300062,0.00005233109,0.0001133547,0.001954027,0.001726547,0.01525216,0.0002396062,0.00183911,0.00002551365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973611,0.00001212306,0.0006371332,0.00001973537,0.000002907338,0.00004317665,0.00004808717,0.00002149511,0.001854235],"genre_scores_gemma":[0.9964821,0.00002649136,0.001770821,0.000005728367,0.000001672244,0.00005740992,0.00009673832,0.00000481968,0.00155409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002209179,"threshold_uncertainty_score":0.00739044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06612548042041626,"score_gpt":0.3547159282626516,"score_spread":0.2885904478422354,"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."}}