{"id":"W1971590948","doi":"10.1080/02615479.2011.540392","title":"Developing a Tool for Assessing Students' Reflections on Their Practice","year":2011,"lang":"en","type":"article","venue":"Social Work Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Acknowledgement; Objective structured clinical examination; Social work; Reflective practice; Psychology; Scale (ratio); Medical education; Rating scale; Construct (python library); Reflection (computer programming); Pedagogy; Medicine; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01526069,0.0006956407,0.0005325837,0.003364198,0.0005516549,0.001900436,0.001037814,0.0009273933,0.003015034],"category_scores_gemma":[0.06041336,0.0003960004,0.0005697311,0.001162051,0.0006103183,0.001697861,0.002271316,0.001172505,0.001457224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006384614,"about_ca_system_score_gemma":0.001872535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004723801,"about_ca_topic_score_gemma":0.0007578008,"domain_scores_codex":[0.9863263,0.007931187,0.001744309,0.0005777216,0.002977524,0.0004428219],"domain_scores_gemma":[0.939822,0.03633678,0.005458322,0.003606091,0.01298419,0.001792439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005449299,0.001412194,0.08322404,0.0006817759,0.00005217971,0.0002576697,0.02068192,0.0006871782,0.01720852,0.0009331524,0.005418463,0.8688981],"study_design_scores_gemma":[0.0009122659,0.02018439,0.6173316,0.003024433,0.0003069842,0.003442948,0.08027822,0.03617113,0.1382291,0.00623439,0.09300645,0.0008781412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8717144,0.0001902698,0.1081302,0.0005846954,0.0002195713,0.004896344,0.0008332521,0.001920343,0.01151093],"genre_scores_gemma":[0.6224331,0.0003876027,0.3643215,0.000147581,0.0000549962,0.006529042,0.001034524,0.0001170762,0.004974585],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01526069,"threshold_uncertainty_score":0.08070725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1987693471180563,"score_gpt":0.585720135539275,"score_spread":0.3869507884212187,"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."}}