{"id":"W2148674447","doi":"10.5539/elt.v7n11p53","title":"From Language Learners to Language Teachers to Language Teacher Trainers: Narrative Stories of Four Instructional Coaches","year":2014,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Psychology; Context (archaeology); Mathematics education; Pedagogy; English language; Linguistics","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":[0.003630108,0.0009872749,0.0006170271,0.001364718,0.01276935,0.006057622,0.001950396,0.002667641,0.002065529],"category_scores_gemma":[0.01127382,0.0008301633,0.0003549581,0.000761718,0.01089477,0.005423709,0.006167331,0.005743824,0.0003323678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003968928,"about_ca_system_score_gemma":0.00243342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102245,"about_ca_topic_score_gemma":0.02792711,"domain_scores_codex":[0.9940038,0.004391085,0.0001577667,0.0003411764,0.0004119598,0.0006941961],"domain_scores_gemma":[0.9924452,0.004614048,0.0009546475,0.0001725766,0.0005201699,0.001293407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002192195,0.0000439633,0.002674514,0.00003686587,0.000005812347,0.001510502,0.991601,0.00003957752,0.0003254771,0.00111254,0.0007197738,0.001908041],"study_design_scores_gemma":[0.000002674429,0.00002531556,0.001117239,0.00007513232,0.000005982224,0.0006302768,0.9866734,0.00009010833,0.0004000465,0.0002490917,0.01071822,0.00001255016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846663,0.0007686288,0.0018412,0.003726328,0.00008721629,0.0000746604,0.00004721876,0.00001946445,0.008769002],"genre_scores_gemma":[0.9936621,0.000627272,0.000765398,0.0004574268,0.00002861042,0.00006208198,0.00003470767,0.00002902889,0.004333266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01276935,"threshold_uncertainty_score":0.02879667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814535464974609,"score_gpt":0.2631635494157596,"score_spread":0.2450181947660135,"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."}}