{"id":"W4414502713","doi":"10.37213/cjal.2025.35716","title":"Epilogue","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Victoria","funders":"","keywords":"Corrective feedback; Applied linguistics; Agency (philosophy); Higher education; Historical linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004650415,0.001025667,0.0008958669,0.003858219,0.001188984,0.003606171,0.001057143,0.003098604,0.2998068],"category_scores_gemma":[0.04986875,0.0004198157,0.0009608828,0.00226033,0.0008363705,0.003732075,0.002496277,0.003170269,0.08386767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469166,"about_ca_system_score_gemma":0.004745211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003828713,"about_ca_topic_score_gemma":0.005052524,"domain_scores_codex":[0.9971275,0.001252724,0.0004369309,0.0001920952,0.0007503931,0.0002403073],"domain_scores_gemma":[0.9673992,0.01218937,0.001651898,0.001364579,0.01567784,0.001717153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007803818,0.000007887568,0.0001793596,0.001744029,0.00000723072,0.00008272611,0.00008884642,0.00002097464,0.00006807059,0.001079261,0.9666538,0.0299898],"study_design_scores_gemma":[0.00002313541,0.00001987761,0.0006334066,0.001419374,0.00001217564,0.0001771783,0.00014233,0.00002018809,0.000103647,0.001406316,0.9960288,0.00001353623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002061499,0.01982168,0.005297205,0.296227,0.3222579,0.00347882,0.1382767,0.003222069,0.209357],"genre_scores_gemma":[0.02875595,0.04353034,0.01456276,0.2298171,0.1405153,0.01094986,0.07707137,0.002937398,0.4518599],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2998068,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204354842656631,"score_gpt":0.2854910667619311,"score_spread":0.2734475183353648,"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."}}