{"id":"W2233059404","doi":"10.32920/25444168.v1","title":"A Faculty-Based Mentorship Circle: Positioning New Faculty for Success","year":2024,"lang":"en","type":"article","venue":"","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mentorship; Medical education; Psychology; Computer science; Medicine","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":[0.009583434,0.0005046687,0.0002490133,0.001088526,0.009123123,0.009389866,0.001821246,0.002304936,0.008644194],"category_scores_gemma":[0.02045161,0.0003273423,0.0004396464,0.0005324477,0.002662622,0.004534086,0.008726711,0.002377058,0.002670382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002562089,"about_ca_system_score_gemma":0.008698805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014192,"about_ca_topic_score_gemma":0.005229754,"domain_scores_codex":[0.9902631,0.006034272,0.0001846732,0.0004220289,0.001913739,0.001182231],"domain_scores_gemma":[0.9751271,0.003191105,0.001668469,0.001264869,0.002164571,0.01658391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003441031,0.003879679,0.03531062,0.0004285782,0.00007636128,0.001715538,0.1310053,0.0004476285,0.01024601,0.01234222,0.0753656,0.7288384],"study_design_scores_gemma":[0.0002879403,0.005709551,0.09535098,0.0009417867,0.00017419,0.003160462,0.3549975,0.00276069,0.01771401,0.009938873,0.5084829,0.0004810967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7484182,0.001220004,0.02879908,0.04099549,0.001972664,0.00154446,0.00007398829,0.001912713,0.1750633],"genre_scores_gemma":[0.9645786,0.0004624864,0.01434535,0.001785912,0.0002707116,0.0004315736,0.00003834377,0.0001357358,0.01795136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009583434,"threshold_uncertainty_score":0.0506826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08217571839529877,"score_gpt":0.3983965425380703,"score_spread":0.3162208241427715,"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."}}