{"id":"W2970695785","doi":"10.1108/ijmce-02-2019-0028","title":"Exploring professors’ experiences supporting graduate student well-being in Ontario faculties of education","year":2019,"lang":"en","type":"article","venue":"International Journal of Mentoring and Coaching in Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Brock University","funders":"","keywords":"Mentorship; Psychology; Originality; Medical education; Higher education; Graduate students; Pedagogy; Graduate education; Demographics; Value (mathematics); Medicine; Social psychology; Sociology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.004193764,0.0001781907,0.0003895004,0.0007720021,0.01064077,0.003890162,0.001338998,0.0007909667,0.004155905],"category_scores_gemma":[0.009173926,0.0002255124,0.0002974306,0.001604693,0.005037053,0.0009991822,0.004042243,0.00142614,0.0002371907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0246622,"about_ca_system_score_gemma":0.04041952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.361518,"about_ca_topic_score_gemma":0.7414299,"domain_scores_codex":[0.9952391,0.00181584,0.0001505566,0.0002912793,0.001141932,0.001361228],"domain_scores_gemma":[0.9889748,0.002158624,0.00134989,0.000250044,0.001855917,0.005410663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001153509,0.0001115679,0.07929507,0.0002900322,0.00001934894,0.001938536,0.8760208,0.0001254241,0.002786289,0.002234802,0.007223322,0.02983942],"study_design_scores_gemma":[0.00001133784,0.0001804479,0.06078412,0.000128929,0.00001579756,0.0003308387,0.8585321,0.00008427232,0.0003997388,0.0002220367,0.07927147,0.00003880627],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875103,0.0007002169,0.0003999527,0.003784044,0.00008056426,0.00005933596,0.00008725424,0.0000195028,0.007358828],"genre_scores_gemma":[0.9941567,0.0006249599,0.0003255619,0.0005337656,0.000030085,0.00003613337,0.00003589269,0.00000716572,0.004249646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.638482,"threshold_uncertainty_score":0.7188275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464492809541154,"score_gpt":0.4752705338659414,"score_spread":0.328821252911826,"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."}}