{"id":"W4389205262","doi":"10.1002/sce.21848","title":"The student hat in professional development: Building epistemic empathy to support teacher learning","year":2023,"lang":"en","type":"article","venue":"Science Education","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bill and Melinda Gates Foundation; York University; Carnegie Corporation of New York","keywords":"Empathy; Psychology; Curriculum; Mathematics education; Feeling; Pedagogy; Professional development; Confusion; Science education; Next Generation Science Standards; Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002302633,0.00008249169,0.00006800564,0.0002307015,0.0008058992,0.0001332482,0.0004923553,0.00003672346,0.0001414867],"category_scores_gemma":[0.0002687318,0.00006048581,0.00001540649,0.001292077,0.0001572659,0.0001603367,0.0001131976,0.0001775863,0.0007551576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930367,"about_ca_system_score_gemma":0.002109207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009711296,"about_ca_topic_score_gemma":0.00007235666,"domain_scores_codex":[0.9985822,0.00008413498,0.0002396671,0.0003304988,0.0003512631,0.0004121925],"domain_scores_gemma":[0.9994296,0.0001448719,0.0000743966,0.0001818694,0.00009028502,0.0000789851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001917013,0.0003631272,0.6996324,0.00001267288,0.00000802994,0.000002038441,0.1215669,0.0002504806,0.001507337,0.04991416,0.03245742,0.09426633],"study_design_scores_gemma":[0.00003938505,0.00002647854,0.87813,0.00002812517,7.82954e-7,0.000003798458,0.09465779,0.000005730928,0.00006786599,0.0007262335,0.02623506,0.00007872269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753109,0.00006093892,0.00000513756,0.005951444,0.008633802,0.0002500825,2.127643e-7,0.00005126948,0.009736246],"genre_scores_gemma":[0.9323515,0.000005329954,0.0001735361,0.0001296971,0.0001414179,0.0002493552,0.000008666777,0.000006492485,0.06693406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1784977,"threshold_uncertainty_score":0.9706275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0503043635992728,"score_gpt":0.4401725331937566,"score_spread":0.3898681695944838,"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."}}