{"id":"W4404239805","doi":"10.1007/s44217-024-00338-w","title":"Reflective practice as a tool for teacher education: a comparison between individual and peer reflection of Iranian EFL teachers","year":2024,"lang":"en","type":"article","venue":"Discover Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Reflection (computer programming); Reflective practice; Psychology; Mathematics education; Pedagogy; Teacher education; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01345172,0.0003215668,0.0004534448,0.00149224,0.001889762,0.00348242,0.0008432504,0.0009208329,0.00135205],"category_scores_gemma":[0.04888758,0.0002903354,0.0004751196,0.0009104398,0.003140476,0.002884324,0.002778062,0.001239693,0.0002340796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799746,"about_ca_system_score_gemma":0.003398821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770963,"about_ca_topic_score_gemma":0.002579293,"domain_scores_codex":[0.9786795,0.0155124,0.0008754259,0.0009135567,0.002750078,0.001268895],"domain_scores_gemma":[0.9707052,0.01829659,0.003478218,0.001908916,0.00395098,0.00166011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002349608,0.0005892499,0.05756417,0.0004625301,0.00005214835,0.0004705492,0.7780687,0.0001184886,0.002592018,0.001882188,0.0005771572,0.1573879],"study_design_scores_gemma":[0.00005742885,0.001126684,0.1160194,0.0007719356,0.000103774,0.00137097,0.8585746,0.0006627002,0.002883641,0.001385183,0.01696652,0.00007715348],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852452,0.0007408424,0.003131231,0.0005984895,0.00003589099,0.0001231523,0.00000790643,0.00003397041,0.01008338],"genre_scores_gemma":[0.9974137,0.0003344594,0.001302652,0.00006616814,0.000007677435,0.00006192608,0.000008749637,0.00001196763,0.0007926823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01345172,"threshold_uncertainty_score":0.07114035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05308835189827809,"score_gpt":0.4898051553714469,"score_spread":0.4367168034731688,"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."}}