{"id":"W2919174799","doi":"10.1002/9781118784235.eelt0873","title":"Reflective Practice for Language Teachers","year":2018,"lang":"en","type":"other","venue":"The TESOL Encyclopedia of English Language Teaching","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Reflective practice; Psychology; Pedagogy; Subject (documents); Mathematics education; Professional development; Teaching method; Work (physics); Computer science; Engineering","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005336545,0.0003693383,0.000449341,0.0002814232,0.0005526661,0.0001064964,0.001119216,0.0004515235,0.001128667],"category_scores_gemma":[0.08599278,0.0003012275,0.0001899248,0.0003099106,0.000564817,0.0004874018,0.0001250222,0.0009520433,0.000072505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553019,"about_ca_system_score_gemma":0.0004733164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01378357,"about_ca_topic_score_gemma":0.003934974,"domain_scores_codex":[0.9957085,0.002107008,0.0003960503,0.0005409025,0.0006722682,0.0005752603],"domain_scores_gemma":[0.9931375,0.004268623,0.001247817,0.0008432703,0.000384843,0.0001179506],"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":[0.00003581901,0.0001672674,0.00004642646,0.00004373215,0.0001820618,0.000002237347,0.7023167,5.930972e-7,0.00002945284,0.002920805,0.2705068,0.02374807],"study_design_scores_gemma":[0.0001926528,0.00008233769,0.000004003392,0.0001114978,0.00023811,6.598623e-7,0.2768916,0.000001995323,0.00002270011,0.0001957211,0.7220057,0.0002530156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007100456,0.002254006,0.0006272285,0.0003663885,0.003355454,0.001651735,0.00004641561,0.0005215674,0.9904671],"genre_scores_gemma":[0.007321734,0.0008733434,0.05665982,0.0003809996,0.02332468,0.0003506539,0.0000778451,0.0006998641,0.910311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4514989,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357339886998868,"score_gpt":0.382945932114391,"score_spread":0.3693725332444023,"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."}}