{"id":"W1899230393","doi":"10.37119/ojs2010.v16i2.101","title":"Mathematics Teacher Educator Identity: A Conversation Between a Specialist and Generalist","year":2013,"lang":"en","type":"article","venue":"in education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Curriculum; Conversation; Narrative; Identity (music); Pedagogy; Generalist and specialist species; Mathematics education; Narrative inquiry; Sociology; Psychology; Art; Communication; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01311286,0.0006988817,0.001027796,0.001693636,0.02295845,0.01004425,0.001884917,0.007204991,0.002968778],"category_scores_gemma":[0.02089415,0.0008023561,0.0005623343,0.0009402771,0.02579851,0.01390696,0.0124779,0.01251639,0.0005090658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007965265,"about_ca_system_score_gemma":0.00369659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272435,"about_ca_topic_score_gemma":0.01600441,"domain_scores_codex":[0.9765387,0.018549,0.000421308,0.00102581,0.001248809,0.002216491],"domain_scores_gemma":[0.982062,0.01066566,0.001379592,0.0004746467,0.001307306,0.0041107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000114929,0.000008809824,0.0005247221,0.00001943625,0.000002102468,0.0006667608,0.9932724,0.000009314422,0.0002070886,0.003525086,0.0009564798,0.0007963455],"study_design_scores_gemma":[0.000002851926,0.00002012841,0.0002712013,0.00005528658,0.000002188769,0.0007795364,0.9741717,0.00005617934,0.00008080502,0.0007091599,0.02384206,0.000008901468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8701846,0.002147494,0.007066458,0.08390097,0.000829843,0.000104434,0.00005169852,0.00007603387,0.03563848],"genre_scores_gemma":[0.9875855,0.0005894049,0.0007496713,0.005653934,0.0001247648,0.00003251863,0.00001738775,0.00004301746,0.005203748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02295845,"threshold_uncertainty_score":0.06934828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095845042679379,"score_gpt":0.4005052776832201,"score_spread":0.2909207734152822,"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."}}