{"id":"W4361279525","doi":"10.1108/pr-08-2022-0535","title":"Identifying key mentor characteristics for successful workplace mentoring relationships and programmes","year":2023,"lang":"en","type":"article","venue":"Personnel Review","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mentorship; Originality; Psychology; Context (archaeology); Interpersonal communication; Professional development; Training and development; Medical education; Value (mathematics); Knowledge management; Pedagogy; Management; Social psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.04275468,0.0006082391,0.001664512,0.005512828,0.001428127,0.005917531,0.001613152,0.001835446,0.005014565],"category_scores_gemma":[0.147651,0.0005144295,0.002401287,0.004327578,0.001475544,0.006350396,0.002476794,0.001860008,0.0007478438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003622689,"about_ca_system_score_gemma":0.01270954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799093,"about_ca_topic_score_gemma":0.003970637,"domain_scores_codex":[0.9706154,0.01581855,0.006558177,0.001058151,0.005189753,0.000759984],"domain_scores_gemma":[0.8464093,0.115998,0.01678359,0.002815183,0.01582493,0.002169045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004527979,0.0001799797,0.0238177,0.1143028,0.001157222,0.0006091203,0.009389885,0.0004396194,0.001047996,0.009144916,0.007952784,0.8315052],"study_design_scores_gemma":[0.0002506837,0.00164662,0.1200133,0.4478083,0.008523005,0.003470596,0.03818728,0.000992948,0.008256576,0.01424332,0.3562537,0.0003536874],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1072649,0.7885069,0.03301508,0.03338294,0.002428822,0.004598749,0.002040819,0.0002724587,0.02848932],"genre_scores_gemma":[0.4884223,0.4368376,0.05992241,0.004518576,0.0009006994,0.004634416,0.001101473,0.0001520114,0.003510523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04275468,"threshold_uncertainty_score":0.2261111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188227915546493,"score_gpt":0.379902109896724,"score_spread":0.2610793183420747,"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."}}