{"id":"W2617392468","doi":"","title":"In situ teacher education that positions diversity as generative: Reciprocal learning between teachers, teacher candidates, and students","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":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Diversity (politics); Reflexivity; Teacher education; Curriculum; Pedagogy; Reciprocal; Mathematics education; Sociology; Professional development; 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":[],"consensus_categories":[],"category_scores_codex":[0.006251171,0.0003429313,0.0004311567,0.0007612355,0.0143555,0.008637197,0.00162287,0.001722136,0.00659865],"category_scores_gemma":[0.01081254,0.0004392421,0.0003178989,0.00066948,0.0178779,0.004709246,0.01470384,0.003183051,0.0007958907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003143226,"about_ca_system_score_gemma":0.004768992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479047,"about_ca_topic_score_gemma":0.009334303,"domain_scores_codex":[0.9907988,0.007323892,0.0001151946,0.0006038743,0.0004209523,0.0007372788],"domain_scores_gemma":[0.9924287,0.003685693,0.0006107097,0.00134052,0.0004492012,0.001485201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008643704,0.0003192417,0.007753799,0.0001024617,0.00001757578,0.000872775,0.9325686,0.0001847696,0.003333275,0.02941079,0.00150737,0.02384293],"study_design_scores_gemma":[0.00004842604,0.0002743096,0.003854451,0.0001552388,0.0000266005,0.0006478993,0.9254468,0.0003412835,0.002379064,0.01710206,0.04969686,0.00002700803],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966526,0.0002893323,0.01869563,0.004082833,0.0002249026,0.0001212449,0.00002257168,0.0001138207,0.07979705],"genre_scores_gemma":[0.9950951,0.0000494341,0.001649859,0.0001646829,0.00000932954,0.00003416524,0.000006265338,0.00001742079,0.002973732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0143555,"threshold_uncertainty_score":0.03305978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437752131259129,"score_gpt":0.4075370830371741,"score_spread":0.2637618699112612,"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."}}