{"id":"W4319299040","doi":"10.5430/wjel.v13n2p176","title":"Speaking Anxiety during MUET-CEFR Aligned Oral Presentations among ESL Learners in Perak","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluency; Anxiety; Psychology; Descriptive statistics; Public speaking; Meaning (existential); Applied psychology; Mathematics education; Linguistics; Statistics","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":[0.0009841814,0.0003741998,0.0004426282,0.0006408295,0.001063689,0.001603492,0.0004642424,0.0005963487,0.00190559],"category_scores_gemma":[0.002139155,0.0002888592,0.0003733031,0.0003113161,0.000684504,0.0008369513,0.001119827,0.0008955568,0.0004005528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007241267,"about_ca_system_score_gemma":0.0009457015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003355028,"about_ca_topic_score_gemma":0.007984497,"domain_scores_codex":[0.9993962,0.000129362,0.00007311054,0.00005260032,0.0001956879,0.0001529149],"domain_scores_gemma":[0.9986267,0.00025774,0.0004597319,0.00003268917,0.0001971336,0.0004259925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003348929,0.001595934,0.7537597,0.0005077874,0.00004510933,0.009582224,0.1503137,0.0002080657,0.01462452,0.0002588029,0.0009606768,0.06780858],"study_design_scores_gemma":[0.00001670034,0.002760798,0.5746782,0.0002523077,0.00005561574,0.005036059,0.4093547,0.0006352362,0.003866219,0.0002015123,0.003034727,0.0001078231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996791,0.0000405849,0.00002357604,0.00003468104,0.000002286966,0.000005840417,0.000006119741,0.000001628182,0.0002062676],"genre_scores_gemma":[0.9988396,0.0001845463,0.0001049247,0.00005437565,0.000004429954,0.00001599855,0.00001781832,0.000001495703,0.0007769616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003355028,"threshold_uncertainty_score":0.006671011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884882207295549,"score_gpt":0.2675729852160463,"score_spread":0.2487241631430908,"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."}}