{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007472846,0.0004730061,0.0003085228,0.0009147287,0.00449264,0.004975955,0.001386939,0.001762616,0.003288435],"category_scores_gemma":[0.01487274,0.0003867132,0.0005459881,0.0002754458,0.00557865,0.004367194,0.0132446,0.003171199,0.000819691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574591,"about_ca_system_score_gemma":0.003820322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006564229,"about_ca_topic_score_gemma":0.001387012,"domain_scores_codex":[0.9907453,0.007045688,0.000140008,0.0004525318,0.0007576602,0.0008588178],"domain_scores_gemma":[0.9860409,0.007166358,0.001167314,0.001145437,0.0008469789,0.003632974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002645467,0.00513436,0.02915679,0.00123097,0.00009428208,0.002069908,0.4425631,0.001101102,0.01805314,0.03340628,0.02054361,0.4463819],"study_design_scores_gemma":[0.0003141877,0.002506748,0.04818342,0.002801111,0.0002488769,0.003864408,0.4876046,0.01203616,0.02258655,0.08158884,0.337972,0.0002931963],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7917046,0.001220204,0.08896536,0.02128717,0.000482816,0.0004740687,0.0000390523,0.0007724341,0.09505429],"genre_scores_gemma":[0.9710975,0.0004085518,0.02462867,0.0008978056,0.00004724272,0.0001582615,0.00001713137,0.00003903762,0.002705839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007472846,"threshold_uncertainty_score":0.03952062,"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."}}