{"id":"W4406930575","doi":"10.1002/9781118784235.eelt0873.pub2","title":"Reflective Practice for Language Teachers","year":2025,"lang":"en","type":"other","venue":"The TESOL Encyclopedia of English Language Teaching","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Mathematics education; Reflective practice; Computer science; Linguistics; Psychology; Pedagogy; Philosophy","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00453279,0.0003531848,0.0004650405,0.0003447103,0.0004997654,0.0001006472,0.001073353,0.000437698,0.0005228764],"category_scores_gemma":[0.1034637,0.000295133,0.0002015488,0.0003609706,0.0003276074,0.0004082158,0.0001324665,0.001271817,0.00001700821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003820978,"about_ca_system_score_gemma":0.0008230596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.023833,"about_ca_topic_score_gemma":0.00380978,"domain_scores_codex":[0.9959089,0.002077496,0.0003958786,0.0005193158,0.0005793043,0.0005190948],"domain_scores_gemma":[0.9918613,0.005883493,0.00102796,0.0007892609,0.0003471083,0.00009085223],"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":[0.00003844006,0.0002082043,0.00004318943,0.00008101337,0.0002535208,0.0000028585,0.7407501,0.000002481013,0.00002376902,0.01198977,0.1908408,0.05576584],"study_design_scores_gemma":[0.000200607,0.00004114605,0.000004380759,0.0001605581,0.0002907848,2.882786e-7,0.2794366,0.000002022001,0.00001860998,0.0003101712,0.7193087,0.0002262087],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001987548,0.004400842,0.001144422,0.0006499593,0.003078569,0.00176974,0.00008142571,0.0005122327,0.9881641],"genre_scores_gemma":[0.006209284,0.001267722,0.04023943,0.0004880943,0.008770964,0.0003418299,0.00007260384,0.0003863552,0.9422237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5284679,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108902883255137,"score_gpt":0.3812637019261884,"score_spread":0.3701746730936371,"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."}}