{"id":"W4366723971","doi":"10.3138/cjpe.69574","title":"Strategies for Mentoring and Advising Evaluation Graduate Students of Colour","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Graduate students; Competence (human resources); Psychology; Salient; Cultural competence; Pedagogy; Medical education; Facilitation; Identity (music); Sociology; Social psychology; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08626521,0.001152104,0.0005326719,0.002653029,0.009596082,0.00998917,0.004480719,0.00456302,0.01040486],"category_scores_gemma":[0.1193884,0.0006987512,0.0008456495,0.001234063,0.003991397,0.00576164,0.0200996,0.006128184,0.003127837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004708773,"about_ca_system_score_gemma":0.02220369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001645405,"about_ca_topic_score_gemma":0.006382902,"domain_scores_codex":[0.9400625,0.04655019,0.002399352,0.001503407,0.005568607,0.003915927],"domain_scores_gemma":[0.8805519,0.04347535,0.009642871,0.008723272,0.02327646,0.03433007],"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":[0.0001880758,0.002514324,0.01304226,0.0006475723,0.0000507316,0.001733699,0.1321418,0.0006556004,0.002243486,0.009140532,0.07259563,0.7650462],"study_design_scores_gemma":[0.0004093823,0.003198702,0.02128548,0.004404521,0.0001321336,0.003837282,0.5211771,0.004577505,0.007896773,0.03661672,0.3959891,0.0004753392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3166333,0.004351654,0.1892738,0.3298073,0.003609375,0.0110393,0.0001436864,0.004115926,0.1410257],"genre_scores_gemma":[0.6604341,0.002683945,0.2888261,0.01403071,0.000885881,0.005079777,0.0001003015,0.0002437897,0.02771529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08626521,"threshold_uncertainty_score":0.4562195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6206350525934264,"score_gpt":0.6121351996873615,"score_spread":0.00849985290606492,"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."}}