{"id":"W2141217889","doi":"10.5539/ass.v10n24p70","title":"Lecturer’s Speech Competence","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northeast Forestry University","keywords":"Pronunciation; Vocabulary; Communicative competence; Competence (human resources); Foreign language; Psychology; Active listening; Linguistic competence; Pedagogy; Computer science; Mathematics education; Linguistics; Communication; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001825067,0.00008455968,0.0001308923,0.00005982503,0.004058564,0.0001613106,0.001090886,0.00005261138,0.0001203096],"category_scores_gemma":[0.002427975,0.00007725225,0.00004581214,0.0009692073,0.002923072,0.0001395665,0.0001330094,0.0001224489,0.00008948282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306396,"about_ca_system_score_gemma":0.0002947658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190078,"about_ca_topic_score_gemma":0.002489805,"domain_scores_codex":[0.9984468,0.0001809439,0.0001341297,0.0002495045,0.0005370232,0.0004516261],"domain_scores_gemma":[0.9991624,0.0001558251,0.00007994662,0.0002369721,0.0002450784,0.000119812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001320239,0.00001889212,0.001288995,0.000001831227,0.000002907387,8.354363e-7,0.07024293,4.028941e-8,0.0001082776,0.7200958,0.0009284081,0.2073098],"study_design_scores_gemma":[0.0002547541,0.00004230807,0.1177088,0.00001960055,0.00001965253,0.000001677594,0.04236963,0.00001796281,0.0002419271,0.09247708,0.746396,0.0004506172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003570269,0.00006391676,0.0005713287,0.003911447,0.0005308605,0.0001006333,0.000001118908,0.0001101446,0.9911403],"genre_scores_gemma":[0.9957768,0.00002548691,0.001454829,0.000565393,0.001022331,0.000005501613,7.028343e-7,0.000004802952,0.00114416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9922065,"threshold_uncertainty_score":0.9997904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069434542182804,"score_gpt":0.334543051354126,"score_spread":0.313848705932298,"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."}}