{"id":"W2914598325","doi":"10.5539/ijel.v9n2p30","title":"Classroom Sources of English Language Anxiety: A Study of Fresh Engineering Students at Mehran UET, Pakistan","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"University of Sindh","keywords":"Communication apprehension; Anxiety; Fear of negative evaluation; Psychology; English language; Presentation (obstetrics); Apprehension; Foreign language; Foreign language anxiety; Test anxiety; Medical education; Mathematics education; Clinical psychology; Medicine; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005313566,0.0001716312,0.0004015763,0.0002287825,0.0000232463,0.0000481622,0.0008793771,0.0001015733,0.0004482998],"category_scores_gemma":[0.01103591,0.0001588502,0.0001565102,0.0001174605,0.00004914204,0.00005006145,0.0001546777,0.0003004456,0.00000547245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129178,"about_ca_system_score_gemma":0.00006669988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629913,"about_ca_topic_score_gemma":0.00005433361,"domain_scores_codex":[0.9977112,0.00007345627,0.0009685458,0.0001785247,0.0008788404,0.000189448],"domain_scores_gemma":[0.9878093,0.0004568907,0.0008700273,0.0002391816,0.01054943,0.00007516137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004495436,0.001725847,0.9127961,0.00006440601,0.00142972,0.00006428335,0.07156394,0.002510308,0.0001338768,0.005283324,0.003880067,0.00009856245],"study_design_scores_gemma":[0.008031691,0.002625164,0.4882122,0.0004716037,0.00036251,0.00002029538,0.3577372,0.00006264215,0.00142792,0.0003238791,0.1400622,0.0006627101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567024,0.0004866004,0.00001036622,0.00000512094,0.02412184,0.0001438412,0.00005872471,0.00001833039,0.01845283],"genre_scores_gemma":[0.9933973,0.00003663078,0.0002857134,0.00001977434,0.005778772,0.000003198422,0.00001132844,0.00002489326,0.0004423895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4245839,"threshold_uncertainty_score":0.9972945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430667920270934,"score_gpt":0.3379206377146555,"score_spread":0.3236139585119462,"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."}}