{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002124208,0.0002518602,0.0002958663,0.001199784,0.0003808756,0.001235544,0.0003333897,0.0002722101,0.005428724],"category_scores_gemma":[0.01517487,0.00007449347,0.000302816,0.0004104044,0.0004160496,0.0005940217,0.0008529026,0.000426497,0.001176127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006977136,"about_ca_system_score_gemma":0.00046956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605749,"about_ca_topic_score_gemma":0.001144679,"domain_scores_codex":[0.9967657,0.0007026262,0.0003179843,0.000408706,0.001496026,0.0003089722],"domain_scores_gemma":[0.9903718,0.003036333,0.001897826,0.0004830953,0.002986578,0.001224326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006185651,0.0003081704,0.7542324,0.0004297929,0.0001377956,0.001508672,0.04294169,0.0005041804,0.01614416,0.00151453,0.003467239,0.1781929],"study_design_scores_gemma":[0.000008691119,0.0003085279,0.9695124,0.00007457515,0.00005380039,0.00175718,0.01640172,0.0006063475,0.002324085,0.0002663664,0.00864067,0.00004554164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859816,0.0005551959,0.001028714,0.0002611747,0.00003590267,0.0000259759,0.000167559,0.00002699603,0.01191691],"genre_scores_gemma":[0.9970915,0.0001529326,0.0002006605,0.00002827324,0.0000154673,0.000009763945,0.0001056939,0.00000656485,0.002389196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005428724,"threshold_uncertainty_score":0.01816094,"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."}}