{"id":"W2907486783","doi":"10.5539/ijel.v9n1p178","title":"Iraqi EFL Students’ Difficulties in Writing Composition: An Experimental Study (University of Baghdad)","year":2018,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composition (language); Psychology; Test (biology); Mathematics education; Academic writing; Academic year; Medical education; Pedagogy; Medicine; Art; Literature","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":[0.003569459,0.0007093215,0.0009017496,0.0009838819,0.003310046,0.001555458,0.0006374773,0.0009551479,0.004346194],"category_scores_gemma":[0.004406242,0.0005889618,0.0005549341,0.0005412674,0.001194539,0.0009163766,0.00111267,0.001658536,0.001070674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555874,"about_ca_system_score_gemma":0.001218942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558308,"about_ca_topic_score_gemma":0.003095983,"domain_scores_codex":[0.9987092,0.000380632,0.0001111301,0.0001896327,0.0002997666,0.0003096839],"domain_scores_gemma":[0.9965855,0.0009041046,0.0004762965,0.000296873,0.0007530893,0.0009841986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.005432679,0.2209507,0.2383931,0.0008897488,0.0001480781,0.006197886,0.3637746,0.00051183,0.06056521,0.001235054,0.003967636,0.09793354],"study_design_scores_gemma":[0.001003181,0.07758565,0.6584302,0.0001774245,0.0001535256,0.001425992,0.2368852,0.0008198687,0.01125894,0.0005939381,0.01151615,0.0001500584],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995629,0.00001206401,0.00002694736,0.00002264204,0.000004994102,0.00004752292,0.000009602159,0.000001603666,0.0003116351],"genre_scores_gemma":[0.9945398,0.0001133887,0.0006605744,0.0001528077,0.00001623568,0.0003769014,0.00005899554,0.000004897158,0.004076335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004346194,"threshold_uncertainty_score":0.01887733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206216306542341,"score_gpt":0.3706263355319845,"score_spread":0.3385641724665611,"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."}}