{"id":"W2114143367","doi":"","title":"DO SECONDARY SECOND LANGUAGE STUDENTS BENEFIT FROM E-MAIL TANDEM PARTNER FEEDBACK?","year":2011,"lang":"en","type":"article","venue":"INTED2011 Proceedings","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Task (project management); Psychology; Tandem; Medical education; Mathematics education; Pedagogy; Computer science; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004068541,0.0003194147,0.0003299826,0.0001469248,0.0004218437,0.0005430317,0.0005953542,0.000127999,0.05815588],"category_scores_gemma":[0.00006349598,0.0002766344,0.0001342109,0.00004617694,0.0001822318,0.000615657,0.0001923429,0.0008058766,0.001384457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005328048,"about_ca_system_score_gemma":0.00002319451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001151735,"about_ca_topic_score_gemma":0.0006403105,"domain_scores_codex":[0.9982725,0.00001629029,0.0003870037,0.0004983486,0.0003663756,0.0004595039],"domain_scores_gemma":[0.9992052,0.00004795548,0.0002121315,0.000182405,0.000193277,0.000159085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001039213,0.0003174703,0.0468392,0.00007813245,0.0003404703,0.00003175366,0.8345171,9.777807e-8,0.0009473172,0.05146149,0.05184001,0.01352299],"study_design_scores_gemma":[0.001844395,0.0004135551,0.03155839,0.0004776402,0.0001554031,0.00001810472,0.1628841,0.00002557084,0.003279714,0.01011074,0.7880255,0.00120689],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.650192,0.0003393455,0.000002688053,0.00003801939,0.0004248928,0.0001103378,0.00003043041,0.0002554033,0.3486069],"genre_scores_gemma":[0.9361301,0.000008570993,0.0001751805,0.0006176289,0.0009605592,0.00003082874,0.00002529796,0.00006764642,0.0619842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7361855,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03980296536543938,"score_gpt":0.2611274088409604,"score_spread":0.221324443475521,"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."}}