{"id":"W2761888830","doi":"","title":"Sharing our journey as teacher educators: The challenges and joys of teaching with cases","year":2017,"lang":"en","type":"article","venue":"2017 Conference of the Canadian Society for the Study of Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Dilemma; Friendship; Pedagogy; Identity (music); Teacher education; Qualitative research; Mathematics education; Teaching method; Psychology; Sociology; Epistemology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03913528,0.001365028,0.001627327,0.003310915,0.04306982,0.02934322,0.005421577,0.007344161,0.003695974],"category_scores_gemma":[0.09047041,0.001572766,0.0009981847,0.002400391,0.05048469,0.02907543,0.02694449,0.0145462,0.001029255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105892,"about_ca_system_score_gemma":0.01351722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007274972,"about_ca_topic_score_gemma":0.01279315,"domain_scores_codex":[0.9161304,0.06754297,0.001727436,0.002649469,0.005901183,0.00604855],"domain_scores_gemma":[0.910787,0.05746967,0.005678665,0.005316636,0.005855769,0.01489233],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001128278,0.00003994216,0.0006706424,0.00003850391,0.000002492277,0.00148908,0.9854719,0.00004260019,0.0001250978,0.007200575,0.001416697,0.003491123],"study_design_scores_gemma":[0.000002904277,0.00001900072,0.0001154809,0.0001121798,0.00000244923,0.00112141,0.9695096,0.00007406808,0.0001310862,0.002881885,0.02601293,0.00001694468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339429,0.003233173,0.02684046,0.08207648,0.001563216,0.0005583292,0.00007643593,0.0002202089,0.05148879],"genre_scores_gemma":[0.9777599,0.001777648,0.006966325,0.003509457,0.0001579065,0.000274743,0.00003392835,0.0001382889,0.009381706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9608647,"threshold_uncertainty_score":0.2069696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2830891506439394,"score_gpt":0.4200291593865112,"score_spread":0.1369400087425718,"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."}}