{"id":"W6906408546","doi":"10.17605/osf.io/ctuwm","title":"Rewards and recognition for Canadian distributed medical education preceptors: A qualitative analysis","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Asymmetric Hydrogenation and Catalysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative analysis; Qualitative research; Qualitative property; Higher education","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":[0.026838,0.0004765815,0.0008216383,0.003480413,0.02203478,0.008931085,0.00311472,0.001442204,0.003849254],"category_scores_gemma":[0.0455098,0.0006480477,0.0004036758,0.005762861,0.01334291,0.002472478,0.007838281,0.004259715,0.0001435177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1293402,"about_ca_system_score_gemma":0.1885321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8981956,"about_ca_topic_score_gemma":0.9260726,"domain_scores_codex":[0.9766694,0.009441081,0.0007433046,0.001412239,0.004780893,0.006953013],"domain_scores_gemma":[0.9520611,0.0227609,0.003523407,0.0009124922,0.01336977,0.007372373],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009234783,0.00006977365,0.01535453,0.0001773125,0.000008848308,0.0001921792,0.9674502,0.00009306307,0.0003934367,0.004765174,0.00182415,0.009578939],"study_design_scores_gemma":[0.00001012042,0.00002094395,0.01056742,0.0001279414,0.000004781667,0.00002142067,0.9828827,0.0001109381,0.000161588,0.0003692063,0.005699196,0.00002375443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813508,0.0003504813,0.0009341293,0.004971494,0.00006376702,0.0005076383,0.0003622074,0.00001152273,0.01144808],"genre_scores_gemma":[0.9961739,0.0001834709,0.0005209303,0.0006095847,0.0000059863,0.0002307196,0.00009100677,0.000009850878,0.00217465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.973162,"threshold_uncertainty_score":0.9384329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160399600275444,"score_gpt":0.3043816303580496,"score_spread":0.2883416703305052,"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."}}