{"id":"W74207012","doi":"","title":"Translated By Text: A Complex Perspective on Writing Instruction.","year":2003,"lang":"en","type":"article","venue":"English quarterly","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Pedagogy; Psychology; Professional writing; Mathematics education; Higher education; Linguistics; Sociology; Computer science; Philosophy; Political science; Artificial intelligence","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":[0.001716028,0.0005574636,0.0003728615,0.002044873,0.001827592,0.007597481,0.0008236541,0.002733293,0.01716947],"category_scores_gemma":[0.01099019,0.0002101085,0.0002249803,0.001687476,0.007853767,0.008190489,0.001866202,0.003184425,0.003251652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600701,"about_ca_system_score_gemma":0.001819836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244584,"about_ca_topic_score_gemma":0.003143558,"domain_scores_codex":[0.9980701,0.001312036,0.0001118381,0.0001387742,0.0002838029,0.00008354764],"domain_scores_gemma":[0.9939015,0.004539595,0.0002431298,0.0002924999,0.0008192472,0.0002039602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004261038,0.00004973617,0.0003549736,0.0003846935,0.00001032164,0.0006577229,0.03463954,0.0004148745,0.0008417569,0.8024973,0.04573314,0.1143733],"study_design_scores_gemma":[0.00002113014,0.0000861953,0.00187026,0.0009544935,0.00001340663,0.0007956788,0.0213177,0.0008754324,0.001058577,0.3946137,0.5783702,0.00002331384],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01647491,0.04237684,0.02736268,0.08125781,0.003815191,0.00005113271,0.0001418351,0.0002165912,0.828303],"genre_scores_gemma":[0.6505267,0.04111964,0.02928806,0.01448901,0.004620132,0.0001583064,0.0002406752,0.0007228376,0.2588347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01716947,"threshold_uncertainty_score":0.0574376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906788844162406,"score_gpt":0.2395117827754701,"score_spread":0.220443894333846,"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."}}