{"id":"W2272789263","doi":"10.1177/1362168815617335","title":"Anniversary article: The practices of encouraging TESOL teachers to engage in reflective practice: An appraisal of recent research contributions","year":2015,"lang":"en","type":"article","venue":"Language Teaching Research","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Reflective practice; Pedagogy; Teacher education; Psychology; Field (mathematics); Best practice; Mathematics education; Sociology; Political science","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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1117687,0.0001184204,0.0002260596,0.0007791346,0.001147993,0.000197568,0.001044675,0.0001484175,0.00007085087],"category_scores_gemma":[0.3833447,0.0001001517,0.00003734235,0.002812457,0.000911046,0.002062453,0.0003088426,0.003767266,0.00002945519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488331,"about_ca_system_score_gemma":0.002321898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07363939,"about_ca_topic_score_gemma":0.008772755,"domain_scores_codex":[0.9610947,0.03433273,0.0004353142,0.000479279,0.002763789,0.0008942137],"domain_scores_gemma":[0.9731935,0.02256712,0.0004454026,0.0007055425,0.00274123,0.000347193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000414897,0.0009749679,0.01448342,0.00001311999,0.00004272034,0.00002007785,0.914643,0.000121582,0.02035693,0.01118883,0.001029033,0.03671139],"study_design_scores_gemma":[0.000412724,0.0004423953,0.006366401,0.00006998263,0.00001720224,0.000005000914,0.9526385,0.0001618933,0.003554132,0.001496014,0.0347154,0.0001203697],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8378249,0.0004710051,0.0001434127,0.01769814,0.0002055916,0.00109433,0.000008538625,0.000037097,0.142517],"genre_scores_gemma":[0.9929478,0.0000912024,0.006186468,0.00005331809,0.0002957596,0.0001016948,0.000005350847,0.00002136329,0.0002970764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.271576,"threshold_uncertainty_score":0.9985311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2528654610701355,"score_gpt":0.6351449703060025,"score_spread":0.382279509235867,"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."}}