{"id":"W2905039629","doi":"10.36834/cmej.42973","title":"Implementation of a university faculty mentorship program","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Memorial University of Newfoundland; Western University","funders":"","keywords":"Mentorship; Medical education; Officer; Medicine; Faculty development; Professional development; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008158187,0.0000550195,0.0000703211,0.0001769031,0.0001322102,0.00001224015,0.0001933767,0.00009743774,0.07280797],"category_scores_gemma":[0.0005107021,0.00005376419,0.00002603663,0.0001770834,0.00008557404,0.00004725067,0.000007302645,0.0002260718,0.000110105],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003278561,"about_ca_system_score_gemma":0.01324611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01481589,"about_ca_topic_score_gemma":0.00928004,"domain_scores_codex":[0.9990384,0.0001102442,0.0001972348,0.0001001374,0.0002922108,0.0002617551],"domain_scores_gemma":[0.9966978,0.00001566026,0.0001082855,0.00007290488,0.0001857577,0.002919562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008412836,0.00006626406,0.01005086,0.000004007672,0.00004084724,0.000007708413,0.006069051,8.705194e-9,0.00000479874,0.002764462,0.4417354,0.5392481],"study_design_scores_gemma":[0.0003280732,0.00008050314,0.05615088,0.00003371762,0.00001030458,0.0000621411,0.01183904,0.000001013726,0.000039042,0.00007200925,0.9313238,0.00005952077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146023,0.000100272,0.0001180789,0.02199343,0.01414276,0.0002970318,0.00001505088,0.00003004482,0.04870106],"genre_scores_gemma":[0.9881846,0.0000136808,0.001186602,0.002934069,0.001417546,0.0000064513,0.00002603736,0.000008271893,0.00622273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5391886,"threshold_uncertainty_score":0.9923478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695925059799113,"score_gpt":0.4006257017922934,"score_spread":0.3636664511943022,"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."}}