{"id":"W2072599746","doi":"10.5539/elt.v7n3p91","title":"English Presentation Skills of Thai Graduate Students","year":2014,"lang":"en","type":"article","venue":"English Language Teaching","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Psychology; Medical education; Graduate students; Competence (human resources); The arts; Pedagogy; Mathematics education; Medicine","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":[0.0008576285,0.0002594505,0.0002133431,0.0009809196,0.0006560617,0.002409347,0.0002919855,0.000556914,0.007994443],"category_scores_gemma":[0.009798855,0.0001948743,0.0002944213,0.0004815049,0.0004076137,0.0007314358,0.001086974,0.0009680322,0.001246548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003266444,"about_ca_system_score_gemma":0.0009439983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051271,"about_ca_topic_score_gemma":0.00139657,"domain_scores_codex":[0.9991828,0.0001450036,0.00007997097,0.00006036802,0.000316514,0.0002154779],"domain_scores_gemma":[0.9925116,0.0009515047,0.001662179,0.0001307506,0.001607666,0.003136161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002927322,0.002441441,0.766287,0.0005532917,0.00006144987,0.006327223,0.06929581,0.0002006754,0.01472357,0.0004421918,0.007187147,0.1321875],"study_design_scores_gemma":[0.0000508,0.00411748,0.8128704,0.0003015876,0.00005947783,0.01106524,0.1463222,0.0005214937,0.002922331,0.0005947066,0.02107226,0.0001019358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956358,0.0001778784,0.00006516425,0.0002244836,0.0000421411,0.00001850695,0.00003397635,0.000007371977,0.003794758],"genre_scores_gemma":[0.9958202,0.0002984702,0.00009242719,0.0001914845,0.00003802897,0.00001455906,0.00004584694,0.000004481597,0.003494532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007994443,"threshold_uncertainty_score":0.02674407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706938721929739,"score_gpt":0.2822002322260646,"score_spread":0.2651308450067672,"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."}}