{"id":"W1868161373","doi":"10.18806/tesl.v22i1.168","title":"How can I hear your voice when someone else is speaking for you? An Investigation of the Phenomenon of the Classroom Spokesperson in the ESL Classroom.","year":2004,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Phenomenon; Psychology; Linguistics; Pedagogy; Communication; Philosophy; Epistemology","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":[0.002448097,0.0002920874,0.0002482957,0.0009521836,0.006148058,0.006490317,0.001004237,0.002395136,0.002936939],"category_scores_gemma":[0.02082533,0.0003032823,0.0001251389,0.0006144728,0.007064905,0.00364563,0.002919033,0.004334077,0.001010092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002144721,"about_ca_system_score_gemma":0.002933123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03822281,"about_ca_topic_score_gemma":0.0592775,"domain_scores_codex":[0.9973341,0.00156231,0.00006182597,0.0002098388,0.0005401629,0.0002918357],"domain_scores_gemma":[0.991397,0.00570073,0.0009949226,0.0001775654,0.0009410104,0.0007887715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005425369,0.00005419913,0.004824535,0.0000645367,0.000004331977,0.0007444096,0.9737377,0.00001578308,0.002478246,0.004335644,0.002515336,0.01117109],"study_design_scores_gemma":[0.000005748014,0.00003332556,0.006665313,0.0001415273,0.000008510739,0.0004896123,0.968969,0.0001049749,0.0008847649,0.0009344571,0.02174239,0.00002032751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001878,0.001607688,0.00200388,0.009306241,0.0002586434,0.00006089498,0.00009963807,0.00007330195,0.0864019],"genre_scores_gemma":[0.9888417,0.000679454,0.0004372622,0.0008298397,0.00003953049,0.00002473113,0.00002519338,0.00004266754,0.009079621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03822281,"threshold_uncertainty_score":0.07600069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05634356806935911,"score_gpt":0.2552568295489137,"score_spread":0.1989132614795545,"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."}}