{"id":"W3109962707","doi":"10.18806/tesl.v37i2.1339","title":"Dynamic Written Corrective Feedback among Graduate Students: The Effects of Feedback Timing","year":2020,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brigham Young University","keywords":"Corrective feedback; Fluency; Grammar; Peer feedback; Psychology; Curriculum; Linguistics; Computer science; Mathematics education; Pedagogy; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000705559,0.0001924787,0.0003148107,0.0000476961,0.0009310946,0.000227469,0.001053371,0.00006090968,0.001140631],"category_scores_gemma":[0.0006330181,0.0001458188,0.0001212692,0.0005308348,0.0002896391,0.0002512101,0.0001379804,0.0006054856,0.000009402927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005340177,"about_ca_system_score_gemma":0.001094557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.131387,"about_ca_topic_score_gemma":0.2263356,"domain_scores_codex":[0.9966247,0.0003484093,0.0003809877,0.0002100869,0.001924794,0.0005110118],"domain_scores_gemma":[0.9982392,0.0005969467,0.0003884201,0.0001338547,0.0002815542,0.0003600759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000279519,0.0003531561,0.390523,0.0002153115,0.001701856,0.0006181872,0.1705597,0.0002272658,0.001249138,0.0007113263,0.4158386,0.01772293],"study_design_scores_gemma":[0.00170678,0.0002805475,0.9283313,0.0002221468,0.0002496881,0.00001187178,0.05982061,0.0004116051,0.0001353505,0.0002366758,0.008128073,0.0004653631],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844944,0.002152342,0.00009502174,0.007324896,0.001880373,0.0005217111,0.000006401024,0.00003350393,0.003491366],"genre_scores_gemma":[0.9917774,0.0001976432,0.00006815073,0.007006399,0.000379211,0.000007175344,0.000001661722,0.00002137839,0.0005410473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5378082,"threshold_uncertainty_score":0.9997725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373388228262361,"score_gpt":0.3048955972167413,"score_spread":0.2811617149341177,"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."}}