{"id":"W1993031964","doi":"10.5539/elt.v1n1p113","title":"Cognitive Transfer and English writing","year":2008,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Cognition; Linguistics; Transfer of training; Cognitive psychology","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":[0.001533758,0.0002519663,0.0002102344,0.001142825,0.001165519,0.002716451,0.0005186598,0.0008003642,0.007411828],"category_scores_gemma":[0.01927035,0.00007350514,0.0002905046,0.0007072503,0.003943365,0.002631228,0.002113529,0.001422549,0.0005605328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665929,"about_ca_system_score_gemma":0.001113805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806572,"about_ca_topic_score_gemma":0.0008765348,"domain_scores_codex":[0.9984936,0.0006682898,0.00005700986,0.0001335497,0.0004831169,0.0001643896],"domain_scores_gemma":[0.9928474,0.005401436,0.0004519299,0.0002148952,0.0007411681,0.0003431854],"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":[0.0002576163,0.001220585,0.01877791,0.0005255859,0.00006234844,0.002270818,0.06042425,0.003045598,0.002292329,0.443285,0.006690045,0.4611479],"study_design_scores_gemma":[0.0001355515,0.0006493442,0.07160158,0.0007934678,0.00007544224,0.003316585,0.04668998,0.006815296,0.005296456,0.7745438,0.09000193,0.0000806231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3332219,0.007402347,0.01251248,0.0120018,0.0004964374,0.00006485495,0.00002488563,0.0001109503,0.6341644],"genre_scores_gemma":[0.9786813,0.001572828,0.001188816,0.0004526558,0.0001379184,0.0000299396,0.00001121109,0.00001593186,0.0179095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007411828,"threshold_uncertainty_score":0.02479506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019532910355104,"score_gpt":0.2394986775406578,"score_spread":0.2193033484371068,"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."}}