{"id":"W2971625872","doi":"10.5430/ijhe.v8n5p221","title":"Metacognitive Knowledge and Its Effect on Second Language Writing: Students' Perceptions of Writing Task","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metacognition; Task (project management); Psychology; Perception; Writing process; Mathematics education; Second language writing; Process (computing); Second language; Cognition; Linguistics; Computer science","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":[0.001060416,0.0002380199,0.0002353377,0.0004309112,0.0003187411,0.001896442,0.000231635,0.000435965,0.002591618],"category_scores_gemma":[0.009518191,0.0001980274,0.0002789204,0.0002498066,0.0005456778,0.0006000032,0.0006608835,0.0009574115,0.0004060657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339051,"about_ca_system_score_gemma":0.0004282572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199891,"about_ca_topic_score_gemma":0.001401587,"domain_scores_codex":[0.9993316,0.0002016873,0.00007201608,0.00008636845,0.0002004572,0.0001077907],"domain_scores_gemma":[0.989377,0.005682711,0.002543105,0.0003405714,0.0006929418,0.001363674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007927204,0.003369811,0.8758118,0.0002124176,0.00009136961,0.0005026204,0.0561686,0.0004019266,0.01702737,0.0001874708,0.0002845849,0.04514923],"study_design_scores_gemma":[0.00002054705,0.001376846,0.9783447,0.00004036345,0.00003320919,0.0002058403,0.01574724,0.0006739371,0.002704625,0.0001950977,0.000630494,0.00002723268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995253,0.00002709969,0.00003537281,0.00001437532,0.000001177325,0.000003554695,0.000005181323,0.00000163874,0.0003862829],"genre_scores_gemma":[0.9995252,0.00003321235,0.00004438704,0.000008252485,0.000001435571,0.000006184959,0.00001022722,9.552816e-7,0.0003702326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002591618,"threshold_uncertainty_score":0.008669794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380172933094254,"score_gpt":0.3487275842335736,"score_spread":0.334925854902631,"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."}}