{"id":"W4297183486","doi":"10.1080/14623943.2022.2128100","title":"From doctor to facilitator: reflecting on the metaphors of early career EFL teachers","year":2022,"lang":"en","type":"article","venue":"Reflective Practice","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Facilitator; Feeling; Psychology; Pedagogy; Foreign language; Control (management); Qualitative research; Mathematics education; Social psychology; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001189336,0.0001709952,0.0002001211,0.0001189052,0.0009278516,0.0001400447,0.000337755,0.00002738509,0.004787171],"category_scores_gemma":[0.001720338,0.000130566,0.0001054705,0.0001515939,0.00007871223,0.0005331592,0.0001360977,0.0007024495,0.0001624974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259978,"about_ca_system_score_gemma":0.0001111411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005589674,"about_ca_topic_score_gemma":0.0005092786,"domain_scores_codex":[0.9975077,0.00104355,0.0002844772,0.0003629537,0.0005670695,0.0002342852],"domain_scores_gemma":[0.9949197,0.003910513,0.0003745836,0.0004124332,0.0003076339,0.00007513658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000476031,0.0003698894,0.00006310034,0.000006348907,0.0004599771,0.000003867431,0.8990034,0.00005432033,0.001017128,0.08369986,0.01073244,0.004113665],"study_design_scores_gemma":[0.00008627999,0.0004775415,0.00009458254,0.000005851205,0.00008631509,0.000001276154,0.4207625,0.000001670133,0.0004173008,0.001011434,0.5769446,0.0001105758],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7121569,0.0003893844,0.000008213361,0.02024111,0.0008078908,0.0003414295,0.000118443,0.00004934326,0.2658873],"genre_scores_gemma":[0.9895917,0.00002158961,0.0002804976,0.002449656,0.0004311868,0.0002145731,0.000006750859,0.00002892077,0.006975138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5662122,"threshold_uncertainty_score":0.9961226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2244623653654996,"score_gpt":0.4021400482078846,"score_spread":0.177677682842385,"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."}}