{"id":"W2065075905","doi":"10.1111/medu.12583","title":"What is reflection? A conceptual analysis of major definitions and a proposal of a five‐component model","year":2014,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":302,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Reflection (computer programming); Context (archaeology); Conceptual model; Process (computing); Component (thermodynamics); Thematic analysis; Computer science; Exploratory research; Frame (networking); Epistemology; Qualitative research; Sociology; Social 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":[0.05129643,0.002313564,0.002368549,0.01702113,0.005349121,0.01655076,0.006194877,0.005146142,0.00293768],"category_scores_gemma":[0.05351203,0.001259132,0.004121584,0.01946573,0.03499559,0.03684933,0.009413145,0.008094163,0.0005880817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01446834,"about_ca_system_score_gemma":0.01903988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004860606,"about_ca_topic_score_gemma":0.002127188,"domain_scores_codex":[0.9576824,0.02950703,0.003556153,0.003198141,0.004814817,0.001241512],"domain_scores_gemma":[0.9311918,0.05467231,0.004623699,0.001938252,0.005890854,0.001683019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001088259,0.00009041289,0.003320488,0.004014819,0.0001215126,0.0002404877,0.1019008,0.0007851826,0.0003909696,0.8088855,0.004415284,0.07572576],"study_design_scores_gemma":[0.000101934,0.0002459089,0.004886048,0.01717881,0.0002440853,0.0009672493,0.1025997,0.006688057,0.0005599836,0.7583088,0.1080417,0.0001776427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07309819,0.1433804,0.5028625,0.1840198,0.002679992,0.004493929,0.0006446504,0.0005776284,0.08824296],"genre_scores_gemma":[0.6469334,0.05042245,0.2827061,0.008811518,0.0006067638,0.00625841,0.0005547177,0.0002151036,0.003491481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05129643,"threshold_uncertainty_score":0.2712847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488548553317308,"score_gpt":0.3600272741934336,"score_spread":0.3351417886602605,"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."}}