{"id":"W4214730548","doi":"10.12688/mep.17540.1","title":"Currencies of recognition: What rewards and recognition do Canadian distributed medical education preceptors value?","year":2022,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Innovations in Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Université du Québec à Trois-Rivières; University of Calgary; Prince Albert Grand Council; McMaster University; Queen's University; Regional Municipality of Niagara; Université de Montréal; University of Alberta; University of Saskatchewan; NOSM University","funders":"","keywords":"Value (mathematics); Mutual recognition; Medical education; Psychology; Medicine; Computer science; Business","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006431807,0.0002430472,0.0004001967,0.001907899,0.006314604,0.007003809,0.001487107,0.0007217753,0.006892066],"category_scores_gemma":[0.0262313,0.0002437829,0.000380942,0.003241848,0.004169043,0.002230322,0.003318148,0.001836475,0.000357266],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05843311,"about_ca_system_score_gemma":0.1013921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8842273,"about_ca_topic_score_gemma":0.9521674,"domain_scores_codex":[0.9932806,0.001089028,0.0001882605,0.0003360434,0.002941268,0.002164854],"domain_scores_gemma":[0.9695799,0.003614289,0.003851143,0.0006450572,0.005557642,0.01675194],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002753166,0.0001669972,0.8052263,0.0002836473,0.00008190243,0.000186539,0.05147256,0.0003375614,0.0004541774,0.007705999,0.02225959,0.1115494],"study_design_scores_gemma":[0.00002777476,0.00007910536,0.8549619,0.0003976893,0.00005376504,0.00007578342,0.1209996,0.0004276232,0.0002415988,0.001514495,0.02113405,0.0000866621],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947439,0.0009302508,0.0003493188,0.01592711,0.0001341465,0.00006988841,0.0004849002,0.00001831565,0.034647],"genre_scores_gemma":[0.9970011,0.0003338728,0.0002693433,0.0004955437,0.00001602879,0.00001348802,0.0001266734,0.000007428605,0.001736379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9935682,"threshold_uncertainty_score":0.4239639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854354913303691,"score_gpt":0.2916130263830352,"score_spread":0.2730694772499983,"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."}}