{"id":"W4403046913","doi":"10.1108/sgpe-03-2024-0035","title":"Examining graduate student perspectives on supervision and peer mentoring across four professional faculties","year":2024,"lang":"en","type":"article","venue":"Studies in Graduate and Postdoctoral Education","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Peer mentoring; Medical education; Professional development; Psychology; Graduate students; Pedagogy; Medicine","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":[0.009843366,0.0002960079,0.0004459371,0.001029884,0.00674275,0.004999516,0.001329782,0.001526247,0.001667349],"category_scores_gemma":[0.01866577,0.0002978815,0.0003074527,0.0009371356,0.005135107,0.001683887,0.006105523,0.003074189,0.0002234189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003711491,"about_ca_system_score_gemma":0.007290247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004268427,"about_ca_topic_score_gemma":0.01038238,"domain_scores_codex":[0.9915256,0.004787608,0.0002630275,0.000393629,0.00166361,0.001366548],"domain_scores_gemma":[0.9809195,0.006864693,0.001991906,0.0005257591,0.003466785,0.006231423],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004302747,0.0001690924,0.02795051,0.0001164446,0.00001172549,0.0005896397,0.9400432,0.0000702298,0.001813487,0.001568134,0.002014959,0.02560955],"study_design_scores_gemma":[0.000003487609,0.000168597,0.01231675,0.0001001667,0.000005059828,0.000273808,0.9769166,0.00007592735,0.0003416651,0.0002747905,0.009504662,0.00001849532],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992577,0.000464199,0.0005114537,0.002463175,0.00005765395,0.00002327534,0.00001507172,0.00001350195,0.003874603],"genre_scores_gemma":[0.9969048,0.0003896553,0.0003290618,0.0005655322,0.00003332039,0.00002912679,0.00001586362,0.000007693815,0.001725069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9901567,"threshold_uncertainty_score":0.05205733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5987841930045117,"score_gpt":0.6246142781172208,"score_spread":0.02583008511270912,"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."}}