{"id":"W7140151658","doi":"","title":"Mapping Research in Teacher Education in Canada","year":2008,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teacher education; Identity (music); Field (mathematics); Professional development; Student teacher; Certificate in Education; Education policy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004434243,0.0003915555,0.000861918,0.01613807,0.02197115,0.01121027,0.002314917,0.001251974,0.008344517],"category_scores_gemma":[0.01530397,0.0005225051,0.0004130818,0.05762213,0.005410022,0.00271029,0.004494557,0.001372589,0.000426394],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1424173,"about_ca_system_score_gemma":0.2971547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953062,"about_ca_topic_score_gemma":0.9977161,"domain_scores_codex":[0.9938049,0.001104646,0.000306835,0.0005997074,0.002848825,0.001335058],"domain_scores_gemma":[0.9892802,0.00311018,0.0005171645,0.0004135801,0.005749219,0.0009296546],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007303261,0.00007093937,0.05079338,0.003424703,0.00008003091,0.001151019,0.4065994,0.002223169,0.001821801,0.1275096,0.08628897,0.3199639],"study_design_scores_gemma":[0.000006853288,0.00001297597,0.06457077,0.001487516,0.00002800231,0.0002162734,0.2942622,0.0004260412,0.0004516177,0.005191558,0.633293,0.00005318234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2667894,0.08025987,0.01184264,0.03581275,0.001348647,0.0008047391,0.008015111,0.000448902,0.5946779],"genre_scores_gemma":[0.8371804,0.05631963,0.0133952,0.002387728,0.0001094702,0.0004900138,0.002815242,0.0003165418,0.08698568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9955658,"threshold_uncertainty_score":0.9946744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1413025553507912,"score_gpt":0.4134142197696079,"score_spread":0.2721116644188167,"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."}}