{"id":"W6962472985","doi":"10.17605/osf.io/w9hg2","title":"Currencies of recognition: What rewards and recognition do Canadian distributed medical education preceptors value?","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Higher education; Curriculum; MEDLINE; Knowledge acquisition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0040041,0.0001417782,0.0003204272,0.001639145,0.003182779,0.002750308,0.001334002,0.0006171468,0.005486966],"category_scores_gemma":[0.02362622,0.0002329614,0.0002041605,0.003486682,0.001829532,0.001431324,0.001572291,0.001477062,0.0003110431],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02911351,"about_ca_system_score_gemma":0.04603235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9614828,"about_ca_topic_score_gemma":0.9793152,"domain_scores_codex":[0.9956582,0.0005441318,0.000174024,0.0002856034,0.001940699,0.001397403],"domain_scores_gemma":[0.9811411,0.002925713,0.004823237,0.0004458471,0.005425332,0.005238738],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001662037,0.00009165071,0.9370685,0.000086014,0.00003460563,0.00006200227,0.02138377,0.0001001185,0.0002579585,0.003359647,0.009270745,0.02811884],"study_design_scores_gemma":[0.00001445037,0.00002754906,0.9636914,0.0001108574,0.0000190676,0.0000309774,0.02995004,0.0001801962,0.0001027684,0.0004711487,0.005378081,0.00002358597],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730421,0.0008505862,0.0001464288,0.00823631,0.00003704249,0.00003146188,0.001028323,0.000005004204,0.01662268],"genre_scores_gemma":[0.9979923,0.0002388123,0.00008775607,0.0004520319,0.000008106405,0.000007432821,0.0002617265,0.00000445555,0.0009474087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9959959,"threshold_uncertainty_score":0.2112343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762440374115392,"score_gpt":0.2926167919235855,"score_spread":0.2749923881824316,"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."}}