{"id":"W2768550081","doi":"10.26522/brocked.v26i2.603","title":"A Communities of Practice Approach to Field Experiences in Teacher Education","year":2017,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Practicum; Negotiation; Field (mathematics); Teacher education; Identity (music); Pedagogy; Student teacher; Psychology; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01797542,0.0007316509,0.0006491102,0.007621401,0.02127077,0.0172814,0.004133107,0.004493738,0.00848485],"category_scores_gemma":[0.01474795,0.0007901753,0.0006897788,0.003980364,0.04575796,0.01527006,0.01585909,0.004851486,0.0005310889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01172957,"about_ca_system_score_gemma":0.01164554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009414582,"about_ca_topic_score_gemma":0.02040658,"domain_scores_codex":[0.9661739,0.02904999,0.0004601772,0.001433746,0.0013518,0.001530408],"domain_scores_gemma":[0.9818228,0.01297116,0.001119341,0.001411258,0.0008836808,0.00179163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002761667,0.0001546056,0.001775902,0.0002264747,0.00001024863,0.0006537246,0.7828893,0.0001782979,0.0002298087,0.1905679,0.001186289,0.02209984],"study_design_scores_gemma":[0.00002777694,0.00007893281,0.001780689,0.0006562956,0.00001042229,0.0006485567,0.8312857,0.0003115839,0.0001909787,0.07597824,0.08900633,0.00002456359],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3723867,0.00829295,0.2013835,0.0314205,0.0009583683,0.003342672,0.0001771074,0.0002077561,0.3818305],"genre_scores_gemma":[0.9471548,0.001628404,0.0336152,0.0009979834,0.00009417755,0.001687618,0.00004574038,0.00005581517,0.01472021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02127077,"threshold_uncertainty_score":0.09506422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1533695536276757,"score_gpt":0.451485237044212,"score_spread":0.2981156834165363,"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."}}