{"id":"W4400405272","doi":"10.55016/ojs/pplt.v6y2023.76038","title":"Not So “Mainstream”: The Need for Models of Indigenous Mentorship","year":2023,"lang":"en","type":"article","venue":"Papers on postsecondary learning and teaching.","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mentorship; Indigenous; Mainstream; Psychological intervention; Medical education; Medicine; Sociology; Political science; Nursing; Biology; Ecology","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":[0.03769709,0.000357359,0.0004874436,0.001000718,0.006823489,0.01260008,0.003262894,0.002581337,0.004332271],"category_scores_gemma":[0.0297513,0.0002552414,0.0007108675,0.0009845903,0.02205539,0.01406482,0.009348216,0.006591992,0.0006505105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007657826,"about_ca_system_score_gemma":0.02682673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008602801,"about_ca_topic_score_gemma":0.02026951,"domain_scores_codex":[0.9762807,0.01840196,0.0004980902,0.0007986291,0.00272736,0.001293207],"domain_scores_gemma":[0.9680559,0.01641699,0.002931479,0.002778868,0.003856841,0.005959976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001035067,0.0007171978,0.009548672,0.002022208,0.00008071245,0.0006166839,0.2351081,0.0006959325,0.0004825151,0.5680863,0.017267,0.1652712],"study_design_scores_gemma":[0.00008455483,0.000698716,0.01045089,0.006652516,0.0001174597,0.001192985,0.2658645,0.003112011,0.0006354805,0.3682314,0.3428065,0.0001530414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1456577,0.0203545,0.05510716,0.5472105,0.003514603,0.00065684,0.00005001802,0.000315811,0.227133],"genre_scores_gemma":[0.927177,0.01317287,0.03295282,0.01420998,0.0005338367,0.0006564353,0.00003307828,0.00007331488,0.01119062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03769709,"threshold_uncertainty_score":0.1993636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283392539793658,"score_gpt":0.303373441836765,"score_spread":0.2750341878573992,"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."}}