{"id":"W2058461486","doi":"10.5539/elt.v1n2p67","title":"A New Approach to Public Speaking Course in ESL Classroom","year":2008,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Psychology; Public speaking; Mathematics education; The arts; Process (computing); Pedagogy; Linguistics; Computer science; Engineering; Visual arts","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":[0.006036669,0.0009013432,0.001073644,0.001023161,0.002928874,0.002474173,0.001822595,0.001448778,0.01560307],"category_scores_gemma":[0.008320034,0.000574471,0.0007535922,0.0005854724,0.001450949,0.002270283,0.003156781,0.002659687,0.002638396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197536,"about_ca_system_score_gemma":0.003704684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252146,"about_ca_topic_score_gemma":0.002062024,"domain_scores_codex":[0.9939627,0.002321868,0.0003222426,0.001482592,0.001269599,0.0006408927],"domain_scores_gemma":[0.9927393,0.003086473,0.0004629114,0.0009766553,0.000642716,0.002091872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008878863,0.329157,0.0316197,0.002035565,0.0001133019,0.0009820188,0.06655332,0.001665348,0.087071,0.01446411,0.006607685,0.450852],"study_design_scores_gemma":[0.02466144,0.2177801,0.2819366,0.0009660893,0.001094322,0.001251757,0.09436588,0.0203801,0.1006771,0.02459138,0.2312353,0.001059949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9706956,0.00005154193,0.009564208,0.0006661447,0.0001650045,0.004891912,0.0001457589,0.0003365992,0.01348326],"genre_scores_gemma":[0.9051367,0.0001286409,0.05623851,0.0008419466,0.0001280291,0.01411758,0.0002470015,0.00008395346,0.02307762],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01560307,"threshold_uncertainty_score":0.05219746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146848068986873,"score_gpt":0.2871622787744336,"score_spread":0.2356937980845649,"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."}}