{"id":"W4376279028","doi":"10.32996/bjtep.2023.2.2.1","title":"A Pedagogical Approach to Fostering Culturally Diverse Learners’ Engagement in Self-Regulated Learning","year":2023,"lang":"en","type":"article","venue":"British Journal of Teacher Education and Pedagogy","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Brandon University","funders":"","keywords":"Psychology; Student engagement; Pedagogy; Mathematics education; Self-regulated learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00417092,0.0001360697,0.000271033,0.0004267176,0.0001961214,0.0001119953,0.0001695636,0.0001171026,0.000315875],"category_scores_gemma":[0.0004784568,0.0001442724,0.00006640666,0.0005217641,0.00003372292,0.0001174311,0.000100771,0.001321943,0.00004776552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008303421,"about_ca_system_score_gemma":0.0001293611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003894971,"about_ca_topic_score_gemma":0.00001521369,"domain_scores_codex":[0.9966972,0.002085631,0.000452523,0.0002628737,0.0002010235,0.0003007191],"domain_scores_gemma":[0.9992962,0.0001074154,0.00022603,0.00008971833,0.0001417101,0.0001388762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008335288,0.0008806612,0.05283902,0.00003491574,0.00008959201,0.0000776432,0.2404934,0.00047067,0.0005952047,0.001026028,0.008144922,0.6952645],"study_design_scores_gemma":[0.0009067687,0.0002312371,0.6942516,0.0001435294,0.00003043748,0.001345546,0.1388459,0.00007582831,0.00000364942,0.00008427483,0.1638467,0.000234586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977935,0.0005215966,0.0007354295,0.0006948494,0.0006587966,0.0001419904,5.413067e-7,0.0000840287,0.01922774],"genre_scores_gemma":[0.9680125,0.00005811471,0.004886521,0.0001953659,0.0003824098,0.00001483241,0.0000122517,0.00002398908,0.026414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.69503,"threshold_uncertainty_score":0.5883258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1701513609107711,"score_gpt":0.4567069255406632,"score_spread":0.2865555646298921,"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."}}