{"id":"W4226402501","doi":"10.32038/ltrq.2021.25.02","title":"Teachers’ Beliefs and Practice about Written Corrective Feedback: A Case Study in a French as a Foreign Language Program","year":2021,"lang":"en","type":"article","venue":"Language Teaching Research Quarterly","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Corrective feedback; Situated; Foreign language; English as a foreign language; Psychology; Class (philosophy); Pedagogy; Peer feedback; Second language writing; Mathematics education; Medical education; Second language; Computer science; Medicine; Linguistics","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01155685,0.0002439394,0.0003598573,0.0003757142,0.001242816,0.001039058,0.0004107325,0.0001688303,0.0001903276],"category_scores_gemma":[0.00413456,0.0002387779,0.00007583916,0.0009961691,0.0003255133,0.0007814332,0.0001846439,0.001888924,0.00006149281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003677238,"about_ca_system_score_gemma":0.0005001955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2069043,"about_ca_topic_score_gemma":0.142263,"domain_scores_codex":[0.9897134,0.00645369,0.0003607121,0.0007740796,0.001522753,0.001175332],"domain_scores_gemma":[0.9961674,0.00267433,0.000105434,0.0004762559,0.0002603628,0.0003161933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003589342,0.001619213,0.03130455,0.00001299788,0.00007401268,0.02438005,0.7794793,1.120189e-7,0.0001903933,0.0006278256,0.0003133273,0.1619623],"study_design_scores_gemma":[0.001474309,0.001522692,0.02439965,0.00008655329,0.00003199475,0.0005565785,0.9705389,0.00002738391,0.000004462276,0.0001591372,0.0009307399,0.0002675979],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039741,0.001213906,0.00001337262,0.0007852084,0.00008720861,0.00182742,0.000005578018,0.0001814826,0.09191171],"genre_scores_gemma":[0.9919407,0.00001987481,0.001448652,0.000107006,0.0003983147,0.0003699567,0.00001365089,0.00003648127,0.005665414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1910596,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04800438437751356,"score_gpt":0.4747548318168341,"score_spread":0.4267504474393206,"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."}}