{"id":"W4389775212","doi":"10.1080/10437797.2023.2279775","title":"Provoking Reflection in Action in Experienced Practitioners: An Educational Intervention","year":2023,"lang":"en","type":"article","venue":"Journal of Social Work Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Surprise; Intervention (counseling); Action (physics); Reflection (computer programming); Psychology; Reflective practice; Medical education; Applied psychology; Pedagogy; Social psychology; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353849,0.00009173112,0.0001814772,0.001418174,0.0001394223,0.00004008747,0.00007469062,0.0001444024,0.000227931],"category_scores_gemma":[0.001039656,0.00009735524,0.00006855055,0.004066286,0.00004534499,0.0009350654,0.000008843352,0.000500067,0.0000244991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301054,"about_ca_system_score_gemma":0.0009712151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003384297,"about_ca_topic_score_gemma":0.00003048987,"domain_scores_codex":[0.9983643,0.0001415856,0.0007527341,0.0001524951,0.0004202019,0.0001686607],"domain_scores_gemma":[0.998746,0.00004222389,0.0005652537,0.00008947369,0.0005165351,0.00004047058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001032476,0.006907667,0.1109433,0.0002901859,0.00004773801,0.000007904502,0.05302875,0.0001392113,0.01001641,0.005411929,0.03172324,0.7804511],"study_design_scores_gemma":[0.001022516,0.0002210759,0.9404476,0.0006241305,0.00002680324,0.00006440988,0.04694479,0.0001249163,0.0004073635,0.00294483,0.007046411,0.0001251499],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774579,0.0000343869,0.0001192869,0.01865234,0.002799361,0.0002701895,1.8667e-7,0.00002056462,0.0006457181],"genre_scores_gemma":[0.9953603,0.00002976306,0.001568437,0.0002924138,0.001700725,0.00009738394,0.0001125588,0.00001631061,0.000822175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8295043,"threshold_uncertainty_score":0.3970031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05188485350489887,"score_gpt":0.4717831857078447,"score_spread":0.4198983322029459,"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."}}