{"id":"W2167637916","doi":"10.1080/17425964.2011.591149","title":"Teacher Educator Identity Emerging through Positioning Self and Others","year":2011,"lang":"en","type":"article","venue":"Studying Teacher Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pedagogy; Identity (music); Teacher education; Psychology; Sociology; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131201,0.0001887058,0.0001734744,0.0001252136,0.001073557,0.0001596187,0.0002462336,0.000103858,0.0008438467],"category_scores_gemma":[0.0002725911,0.0002045624,0.00005983198,0.0003915476,0.0002321612,0.001046523,0.00005094277,0.0002964142,0.00007631972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159767,"about_ca_system_score_gemma":0.0005960914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009419997,"about_ca_topic_score_gemma":0.001026071,"domain_scores_codex":[0.9981371,0.0004748654,0.0002582048,0.0004052481,0.0003274019,0.0003971854],"domain_scores_gemma":[0.9992784,0.00005294446,0.0001583708,0.000237961,0.000130104,0.000142175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003510237,0.0007184052,0.2242504,0.0000133804,0.00004777944,1.243926e-7,0.7581442,4.018409e-8,0.00001513826,0.007513278,0.00473145,0.004562259],"study_design_scores_gemma":[0.0001304434,0.00001913532,0.1794561,0.00003584824,0.00007487994,0.000001241534,0.7955732,0.000001068213,0.00001646275,0.003455554,0.02099008,0.0002460039],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8523116,0.002044532,0.0002868392,0.01342993,0.001984495,0.0005248511,6.207233e-7,0.0004135245,0.1290037],"genre_scores_gemma":[0.9896724,0.0001172639,0.004234192,0.0006081241,0.0009838677,0.0001282049,0.000003825778,0.0000310451,0.00422114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373608,"threshold_uncertainty_score":0.9971763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1426747666591525,"score_gpt":0.4065139162826777,"score_spread":0.2638391496235253,"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."}}