{"id":"W2982693524","doi":"10.5539/ijel.v9n6p309","title":"High School Students’ Common Errors in Writing Essays","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Writing process; Psychology; Verb; Mathematics education; Pedagogy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008720501,0.0001086471,0.0002172312,0.0002648622,0.00006091466,0.0003326036,0.0005549169,0.00004170822,0.0009766705],"category_scores_gemma":[0.01711048,0.0001015865,0.00008679745,0.00002331264,0.0000407734,0.0001060234,0.00007620054,0.0007849465,0.00004738929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226369,"about_ca_system_score_gemma":0.00005091754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001431478,"about_ca_topic_score_gemma":0.0001273339,"domain_scores_codex":[0.9984287,0.0000838031,0.0006077261,0.00009909153,0.000631829,0.0001488266],"domain_scores_gemma":[0.994273,0.0002637049,0.0004028144,0.00008980994,0.00490455,0.00006608987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001454043,0.0004093222,0.5803926,0.0000338194,0.0002659638,0.0002064887,0.0309667,0.006150547,0.000009670219,0.3748517,0.005614007,0.0009537167],"study_design_scores_gemma":[0.002469098,0.0002410567,0.01298696,0.0008046508,0.00004059954,0.000004395349,0.01697203,0.0002761137,0.00002838766,0.005101611,0.9607463,0.0003288375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8255805,0.00009302161,0.000009223614,0.00003814502,0.02279928,0.00004476501,0.000008988109,0.0000235299,0.1514025],"genre_scores_gemma":[0.9797733,0.00001597872,0.0003004123,0.0002146027,0.01834454,5.711049e-7,0.000008147425,0.00001931686,0.001323152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9551322,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965825893451968,"score_gpt":0.2959330095988094,"score_spread":0.2762747506642897,"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."}}