{"id":"W2140919369","doi":"10.5430/ijhe.v4n1p136","title":"EFL College Students’ Perceptions of the Difficulties in Oral Presentation as a Form of Assessment","year":2015,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Presentation (obstetrics); Psychology; Perception; Nationality; Medical education; Mathematics education; Scale (ratio); Point (geometry); Pedagogy; Medicine; Immigration; Developmental psychology","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":[0.001270272,0.0002400317,0.0002403281,0.0005720872,0.0005640177,0.001538927,0.0001839559,0.0003680387,0.002932346],"category_scores_gemma":[0.004250615,0.0001544125,0.0001493226,0.0003928381,0.0005875936,0.0007029112,0.0007904243,0.0006116583,0.000438325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003077284,"about_ca_system_score_gemma":0.0003501726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429327,"about_ca_topic_score_gemma":0.003723074,"domain_scores_codex":[0.9993988,0.0001306447,0.00006815892,0.00004946759,0.0002220189,0.0001307916],"domain_scores_gemma":[0.996281,0.0008615117,0.001388669,0.0001212856,0.0006021033,0.0007455307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001555392,0.0006687196,0.9116323,0.00009840337,0.00001880613,0.0008027697,0.0386697,0.00008046353,0.0103097,0.0001333467,0.0005851962,0.03684494],"study_design_scores_gemma":[0.00001115233,0.0006887825,0.8847084,0.00005015151,0.00001375743,0.0007988043,0.1088218,0.0002187232,0.001923833,0.0001383507,0.002594288,0.0000318936],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999373,0.0000178857,0.00002977779,0.00003066183,0.000001658833,0.000004278693,0.000007533823,0.000001140257,0.0005340788],"genre_scores_gemma":[0.9991693,0.00005000762,0.00008404048,0.00004528039,0.000003023019,0.000006092774,0.00001912202,0.000001010409,0.0006221624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002932346,"threshold_uncertainty_score":0.009809673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295056932636285,"score_gpt":0.3986602415550735,"score_spread":0.3557096722287106,"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."}}