{"id":"W4377104327","doi":"10.5430/wjel.v13n6p186","title":"A Study on Implementing Sydney School Genre Pedagogy in Teaching Translation of Instructional Texts","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hanshan Normal University","keywords":"Competence (human resources); Computer science; Mathematics education; Target culture; Test (biology); Chinese culture; Class (philosophy); Pedagogy; Linguistics; Psychology; China; Artificial intelligence; History","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":[0.004345484,0.0005517027,0.0007640706,0.0008364592,0.00129113,0.0009034239,0.001129832,0.0007965948,0.002352964],"category_scores_gemma":[0.006328598,0.0004422364,0.0006504652,0.000814218,0.001029891,0.0009711846,0.001376649,0.001251634,0.0004533266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411644,"about_ca_system_score_gemma":0.003833168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469966,"about_ca_topic_score_gemma":0.005751108,"domain_scores_codex":[0.9973915,0.001500184,0.0001499053,0.0003722219,0.0003251729,0.0002609511],"domain_scores_gemma":[0.9965783,0.001642021,0.0002627868,0.0003772628,0.0004008786,0.0007387553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001605934,0.1009342,0.0352401,0.002446028,0.0001061163,0.00193207,0.1932152,0.00104008,0.05038264,0.00263013,0.002677063,0.6077904],"study_design_scores_gemma":[0.006215828,0.1825548,0.4686823,0.00155833,0.001050654,0.001809806,0.1591415,0.007077619,0.07778838,0.003849907,0.08995913,0.0003117922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956214,0.00006852882,0.001338854,0.0001044908,0.00002475616,0.0006410864,0.00001366069,0.00003443782,0.002152787],"genre_scores_gemma":[0.9692974,0.0004079088,0.02458903,0.0001381146,0.00003014317,0.001488662,0.00005859416,0.0000194044,0.003970703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004345484,"threshold_uncertainty_score":0.02298135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977021201116656,"score_gpt":0.3218961298035523,"score_spread":0.2921259177923857,"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."}}