{"id":"W2229769364","doi":"","title":"Can chat deliver the goods? An example from an online task in second language teacher education","year":2008,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Task (project management); Computer science; Psychology; Internet privacy; Pedagogy; Mathematics education; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002438807,0.0006520473,0.0004855123,0.00184144,0.01103905,0.003226188,0.001720472,0.005189807,0.01339297],"category_scores_gemma":[0.0112034,0.0003381285,0.0005839838,0.001832936,0.002353979,0.005234689,0.002849105,0.002610181,0.002637366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001458255,"about_ca_system_score_gemma":0.001854082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02837037,"about_ca_topic_score_gemma":0.05267399,"domain_scores_codex":[0.9976283,0.00155557,0.00007835552,0.0001100017,0.0003296692,0.0002981715],"domain_scores_gemma":[0.9810069,0.01534382,0.0003153811,0.0006320463,0.001143328,0.001558446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002200935,0.002605872,0.02862787,0.001154935,0.00007203137,0.02021385,0.6180509,0.003141522,0.01012895,0.08510683,0.1162123,0.112484],"study_design_scores_gemma":[0.0003610034,0.00082994,0.04540206,0.0005677622,0.00009789818,0.005515968,0.4864111,0.01940166,0.006861215,0.04631428,0.3879377,0.0002993716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7405174,0.0005444367,0.02265679,0.01787678,0.0004154647,0.000330579,0.001394205,0.000809531,0.2154549],"genre_scores_gemma":[0.9281637,0.0002211844,0.01649453,0.001131432,0.00009420879,0.00016479,0.0007368567,0.000328489,0.0526648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02837037,"threshold_uncertainty_score":0.05641049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05293107601115197,"score_gpt":0.3029504718695119,"score_spread":0.2500193958583599,"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."}}