{"id":"W4409667698","doi":"10.1080/14623943.2025.2494308","title":"Teachers’ shifting metaphors of practice","year":2025,"lang":"en","type":"article","venue":"Reflective Practice","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Pedagogy; Reflective practice; Sociology; Medical education; Engineering ethics; Mathematics education; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01026237,0.0005748229,0.0005162496,0.00251469,0.007813523,0.01111059,0.001871795,0.002548671,0.003660288],"category_scores_gemma":[0.01868042,0.0006907594,0.0005018464,0.001099941,0.04623829,0.01266175,0.01028073,0.004723446,0.0004867318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005789508,"about_ca_system_score_gemma":0.003288459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002515774,"about_ca_topic_score_gemma":0.002897934,"domain_scores_codex":[0.9811836,0.01405626,0.0004115711,0.001519079,0.001846897,0.0009824967],"domain_scores_gemma":[0.9887522,0.007746717,0.000698171,0.001501306,0.0006342619,0.0006674601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001841657,0.00002168714,0.001128656,0.0000543375,0.00000332669,0.0003942039,0.9075995,0.0001726663,0.001075069,0.08340427,0.0005373175,0.005590595],"study_design_scores_gemma":[0.00002604492,0.00006505902,0.001237137,0.0002102339,0.000008264167,0.001135279,0.8545278,0.001055304,0.001470898,0.05674481,0.08347447,0.00004466327],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7696812,0.002084579,0.07343464,0.01427834,0.000388883,0.0002157928,0.00008078074,0.0003587881,0.1394769],"genre_scores_gemma":[0.9929338,0.0001893516,0.003930486,0.000137821,0.00001132217,0.00005546413,0.000009672382,0.00004866245,0.002683417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111059,"threshold_uncertainty_score":0.05427325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114635452922177,"score_gpt":0.5034196425838001,"score_spread":0.3887841896616231,"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."}}