{"id":"W7117145645","doi":"10.36939/pawaatamihk/vol2no2/art107","title":"Mentorship, Misrepresentation, and Moving Forward","year":2025,"lang":"en","type":"article","venue":"Pawaatamihk A Journal of Métis Thinkers","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre; University of Winnipeg","funders":"","keywords":"Kinship; Indigenous; Mentorship; Politics; Psychological resilience; Grounded theory","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":[0.02662495,0.0006650868,0.0005328255,0.001197978,0.0201023,0.01151878,0.002380326,0.003600249,0.003694855],"category_scores_gemma":[0.04552676,0.0003245877,0.0006029385,0.0008151756,0.03930568,0.01198398,0.01919304,0.009475906,0.000694837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00542805,"about_ca_system_score_gemma":0.01311759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005064021,"about_ca_topic_score_gemma":0.006886764,"domain_scores_codex":[0.9626669,0.02817458,0.0007027244,0.001351921,0.003747665,0.00335625],"domain_scores_gemma":[0.974194,0.01089799,0.003862111,0.002994229,0.003192351,0.004859333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005157835,0.0001058246,0.005230789,0.0001858411,0.00002877653,0.001128018,0.8507922,0.0001594756,0.0005960967,0.09364311,0.005278138,0.0428],"study_design_scores_gemma":[0.00001344545,0.0001637489,0.001769864,0.0006288054,0.00002293674,0.00132046,0.8183377,0.0002874467,0.0007796618,0.0505051,0.1261146,0.00005631731],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6128671,0.01018565,0.02544837,0.2082075,0.003730515,0.00017225,0.00004474338,0.0002196702,0.1391242],"genre_scores_gemma":[0.9818546,0.001473721,0.002949735,0.003994599,0.0002064049,0.00004811791,0.00001325173,0.00005467876,0.009404916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02662495,"threshold_uncertainty_score":0.1408079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724153068542119,"score_gpt":0.3299670493881831,"score_spread":0.3127255187027619,"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."}}