{"id":"W2167743800","doi":"10.47678/cjhe.v44i1.182924","title":"Peer mentorship and transformational learning: PhD student experiences","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Prince Edward Island","funders":"","keywords":"Mentorship; Transformational leadership; Peer mentoring; Graduate students; Pedagogy; Transformative learning; Graduate education; Psychology; Sociology; Medical education; Medicine; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008953922,0.0006505192,0.0006470997,0.00106383,0.01471798,0.008212512,0.002342903,0.002746847,0.004063511],"category_scores_gemma":[0.02161428,0.0003559781,0.000442816,0.001117218,0.008881037,0.004429061,0.01531118,0.006307099,0.0007750013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527536,"about_ca_system_score_gemma":0.003131068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422935,"about_ca_topic_score_gemma":0.00266512,"domain_scores_codex":[0.9874414,0.008812651,0.0002359595,0.0005702184,0.001468147,0.001471621],"domain_scores_gemma":[0.9824558,0.005270636,0.0008620248,0.0006555581,0.001476765,0.009279199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007285174,0.0004000141,0.003940561,0.0001262703,0.00001355969,0.002142679,0.9539694,0.0001203525,0.001010547,0.005567041,0.005663188,0.02697351],"study_design_scores_gemma":[0.00001962987,0.0005780805,0.002572314,0.000116648,0.00001038967,0.00189928,0.9233391,0.0002186353,0.001148985,0.001445511,0.0685939,0.00005752436],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531462,0.001569093,0.003518997,0.008923468,0.0006025625,0.0001516829,0.00005320317,0.0001126541,0.03192213],"genre_scores_gemma":[0.9894645,0.0006983902,0.0006189477,0.0008503794,0.0002121335,0.00006674638,0.00002124283,0.00003610841,0.008031721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01471798,"threshold_uncertainty_score":0.04735345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999711542218783,"score_gpt":0.3219730344419706,"score_spread":0.3019759190197828,"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."}}