{"id":"W1927731015","doi":"10.47678/cjhe.v44i1.2311","title":"Relationships matter: Supporting Aboriginal graduate students in British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College; University of British Columbia","funders":"Ministry of Advanced Education","keywords":"Mentorship; Indigenous; Peer mentoring; Sociology; Accountability; Institution; Graduate students; Higher education; Medical education; Graduate education; Public relations; Pedagogy; Political science; Psychology; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001839622,0.0002476379,0.0003239522,0.0005703625,0.02705696,0.004287815,0.00229825,0.001401823,0.007272817],"category_scores_gemma":[0.003556813,0.0002608185,0.0001895549,0.001177843,0.003312613,0.001118525,0.004937367,0.003486246,0.0007285741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04378292,"about_ca_system_score_gemma":0.2250125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9849297,"about_ca_topic_score_gemma":0.9970091,"domain_scores_codex":[0.9982352,0.0003562096,0.00003053441,0.000101726,0.0002731881,0.001002997],"domain_scores_gemma":[0.9928879,0.0003080074,0.0001589026,0.00004935659,0.00107807,0.005517758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002218819,0.0006453984,0.1245412,0.0006573291,0.00003905368,0.004708716,0.6324534,0.0003242699,0.002598414,0.007080744,0.07503624,0.1516934],"study_design_scores_gemma":[0.00001831524,0.0001115301,0.08068884,0.000316826,0.0000187102,0.000253782,0.82418,0.0001403953,0.0002189023,0.0005118452,0.09349379,0.00004705122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120011,0.0026041,0.000340469,0.03562143,0.0003128389,0.000252116,0.0002623547,0.00004883885,0.04855667],"genre_scores_gemma":[0.9533121,0.002990228,0.0009131734,0.006395755,0.0000422713,0.00009135261,0.0001634064,0.00003336936,0.03605834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04378292,"threshold_uncertainty_score":0.3176688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638546693732406,"score_gpt":0.3137090252823305,"score_spread":0.2973235583450064,"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."}}