{"id":"W3179881763","doi":"10.5539/elt.v13n6p64","title":"Adopting an SFL Approach to Teaching L2 Writing through the Teaching Learning Cycle","year":2020,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubric; Psychology; Experiential learning; Exposition (narrative); Teaching method; Mathematics education; Higher education; Pedagogy; Art","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":[0.00337871,0.0004885836,0.0003115156,0.001462787,0.001448746,0.002225236,0.0009036611,0.000504848,0.001764027],"category_scores_gemma":[0.007609221,0.0002415016,0.0003605345,0.0006061866,0.002542962,0.001798349,0.002046568,0.0007282409,0.0004018256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260162,"about_ca_system_score_gemma":0.005832485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004595757,"about_ca_topic_score_gemma":0.009249769,"domain_scores_codex":[0.9968013,0.002095619,0.00009408729,0.0003483608,0.0005400153,0.0001205508],"domain_scores_gemma":[0.9960285,0.001918784,0.0005241025,0.0003429091,0.0008012894,0.0003842784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003393208,0.002981429,0.06791979,0.0007982546,0.00003281334,0.0003701636,0.08269228,0.01022349,0.03263135,0.03875643,0.002368438,0.7608862],"study_design_scores_gemma":[0.0008673696,0.0120001,0.1847921,0.001266572,0.000165034,0.002236305,0.1460042,0.2866511,0.07608691,0.1441295,0.1453803,0.0004205892],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8001446,0.000116427,0.1705765,0.0009662879,0.00003533658,0.001088527,0.00006928015,0.0004469138,0.02655635],"genre_scores_gemma":[0.8642052,0.00007781336,0.13041,0.000129738,0.000006404181,0.0006703163,0.00005158229,0.00002479304,0.004424139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004595757,"threshold_uncertainty_score":0.02365428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302920327550318,"score_gpt":0.3357906237084418,"score_spread":0.30549859095341,"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."}}