{"id":"W3153915193","doi":"10.5539/elt.v14n5p30","title":"English as a Career Subject: Analysis of Nepalese Students’ Expectations, Achievements and Reflections","year":2021,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Grants Commission; Tribhuvan University","keywords":"Subject (documents); Narrative; Psychology; Investment (military); Content analysis; Pedagogy; Mathematics education; Sociology; Linguistics; Social science; Law; Philosophy; Political science; Library 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":[0.001776173,0.0001732023,0.0002206108,0.001021481,0.002128213,0.003368347,0.0004714983,0.0005081372,0.00226432],"category_scores_gemma":[0.007002546,0.0002064341,0.0001450097,0.000677746,0.001407167,0.00109008,0.001769442,0.001279054,0.0005764579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158569,"about_ca_system_score_gemma":0.001336638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00413443,"about_ca_topic_score_gemma":0.008446557,"domain_scores_codex":[0.9989952,0.0003866047,0.00005090178,0.00007345041,0.0002925323,0.0002013817],"domain_scores_gemma":[0.9955694,0.002147452,0.0006703434,0.0001034387,0.0006410122,0.0008684391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004085349,0.0001125776,0.09740575,0.00005437357,0.000005150758,0.001473424,0.8839896,0.00003777603,0.001512542,0.0007908709,0.0006082354,0.01396884],"study_design_scores_gemma":[7.94285e-7,0.0000507947,0.05623453,0.00003997731,0.000002834473,0.0003247407,0.9365816,0.0001004496,0.0005368211,0.00008916269,0.006026305,0.00001195457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963198,0.00004987651,0.00007612205,0.0001609679,0.00000542769,0.000006694426,0.00002010055,0.000001915059,0.003359121],"genre_scores_gemma":[0.9958233,0.0001398861,0.00006820077,0.00004633304,0.000004470982,0.00001449715,0.00004192521,0.000004522321,0.003856864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00413443,"threshold_uncertainty_score":0.009393394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326824261077465,"score_gpt":0.3086631444586159,"score_spread":0.2853949018478413,"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."}}