{"id":"W2586746774","doi":"10.47678/cjhe.v46i4.186173","title":"A Faculty-Based Mentorship Circle: Positioning New Faculty for Success","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mentorship; Faculty development; Medical education; Position (finance); Organizational culture; Psychology; Sociology; Management; Medicine; Public relations; Professional development; Political science; Business","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01120107,0.0005985581,0.0003075841,0.001187072,0.01085406,0.0096014,0.002259837,0.002611388,0.00736729],"category_scores_gemma":[0.02397353,0.0003812572,0.0005247386,0.0005787028,0.002991212,0.004593338,0.009897331,0.002644369,0.002221036],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003233888,"about_ca_system_score_gemma":0.01159066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829252,"about_ca_topic_score_gemma":0.007449416,"domain_scores_codex":[0.9884601,0.00687645,0.0002391276,0.000543485,0.002404995,0.001475879],"domain_scores_gemma":[0.9694122,0.004107063,0.001963303,0.001611879,0.002871943,0.02003354],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004067777,0.004652985,0.03483075,0.0005157401,0.0001002245,0.001632785,0.1531914,0.0004685956,0.01208178,0.0137075,0.05646411,0.7219474],"study_design_scores_gemma":[0.0003390567,0.007148909,0.102084,0.001009329,0.0002465749,0.003607578,0.3740983,0.002583559,0.01904975,0.01060317,0.4786423,0.0005874044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7906295,0.001252676,0.03054544,0.03604861,0.001864698,0.001994478,0.00006949202,0.001754892,0.1358402],"genre_scores_gemma":[0.9624889,0.0005070008,0.01970686,0.00175732,0.0002541757,0.0005221143,0.0000407177,0.0001127038,0.01461016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9967661,"threshold_uncertainty_score":0.0592376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0824282585754973,"score_gpt":0.4034542119588203,"score_spread":0.321025953383323,"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."}}