{"id":"W4239148945","doi":"10.3138/cmlr.62.1.49","title":"Computer-Mediated Communication in Korean-English Chat Rooms: Tandem Learning in an International Languages Program","year":2005,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Meaning (existential); Task (project management); Computer-mediated communication; Thematic analysis; Pedagogy; Language acquisition; Class (philosophy); Variety (cybernetics); Psychology; Linguistics; Computer science; Mathematics education; Qualitative research; Sociology; World Wide Web; The Internet","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009186654,0.0002788483,0.0004404517,0.000471599,0.0002199531,0.0002489768,0.0005722323,0.000102692,0.0004059838],"category_scores_gemma":[0.0006104977,0.0002839243,0.00008750938,0.0001508368,0.0001736239,0.000562797,0.00004731927,0.0007562336,0.00002569036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006417286,"about_ca_system_score_gemma":0.00009804193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1568638,"about_ca_topic_score_gemma":0.9550105,"domain_scores_codex":[0.9978938,0.0004944343,0.0004601833,0.0003909562,0.00009963851,0.0006610131],"domain_scores_gemma":[0.9987054,0.0002054164,0.0001568904,0.000412648,0.0001375063,0.0003821188],"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":[0.000007857573,0.0001361522,0.0257375,0.0006360228,0.00005020469,0.0005698855,0.4208727,0.0007407329,0.00008621485,0.003024705,0.0003695626,0.5477684],"study_design_scores_gemma":[0.001149178,0.0002196881,0.03095934,0.01183131,0.00006412999,0.000100578,0.05279743,0.05578468,0.000007966161,0.00009674407,0.845705,0.001283978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452561,0.03353526,0.00001090726,0.0008106499,0.0001311567,0.0005182741,0.00008196359,0.0002742469,0.01938143],"genre_scores_gemma":[0.9914203,0.003756304,0.0008279039,0.0007983074,0.0007883427,0.00008765081,0.001234436,0.00006541541,0.001021337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8453354,"threshold_uncertainty_score":0.9999613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799507984033667,"score_gpt":0.2589796646588108,"score_spread":0.2409845848184741,"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."}}