{"id":"W2623060285","doi":"10.5539/elt.v10n7p123","title":"How Does the First Language Have an Influence on Language Learning? A Case study in an English ESL Classroom","year":2017,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Foreign language; Punctuation; Handwriting; Linguistics; Language acquisition; Language assessment; Language education; Mathematics education","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":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002822596,0.0005046605,0.000457859,0.0002555737,0.004349047,0.004647967,0.001205724,0.0001220841,0.0001771678],"category_scores_gemma":[0.004162199,0.000337698,0.0001309351,0.0000341191,0.0002590065,0.002086373,0.000263502,0.003542199,0.00001290104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114778,"about_ca_system_score_gemma":0.0000313493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0244871,"about_ca_topic_score_gemma":0.1695835,"domain_scores_codex":[0.9962259,0.001386739,0.0003812565,0.0007937651,0.0004989401,0.000713393],"domain_scores_gemma":[0.9971221,0.0004909594,0.0004007767,0.001711237,0.00009126096,0.0001836487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003222914,0.0004315415,0.05501211,0.00002850128,0.00003558027,0.004510109,0.9276611,0.0003377779,0.00004831983,0.0008149239,0.00003922511,0.01104856],"study_design_scores_gemma":[0.001064413,0.0005606649,0.002785552,0.000139701,0.00004617217,0.00003320156,0.9849881,0.0006967932,0.00002950754,0.000007964076,0.009104724,0.0005432091],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840884,0.0001779775,0.000004053411,0.0001785763,0.0006969624,0.0005481087,0.00002199795,0.0007002387,0.01358373],"genre_scores_gemma":[0.990596,0.000001461576,0.00004895869,0.0003371596,0.003805781,0.00006898121,0.00003500275,0.0001161609,0.004990519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450964,"threshold_uncertainty_score":0.9999075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184636133926499,"score_gpt":0.2873117312124788,"score_spread":0.2688481178198289,"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."}}