{"id":"W2751407023","doi":"10.15402/esj.v2i1.199","title":"Engaging Indigenous Communities in Higher Education: An Analysis of Collaboration and Ownership in Alaska Native Teacher Preparation","year":2017,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Institution; Sociology; Pedagogy; Native american; Community engagement; Culturally appropriate; Teacher education; Cultural competence; Service-learning; Focus group; Political science; Public relations; Social science; Medicine; Anthropology; Gerontology","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":[0.007629026,0.0002842978,0.0003354622,0.002675379,0.01188477,0.005748537,0.001428919,0.001073669,0.003698759],"category_scores_gemma":[0.01499477,0.0002957292,0.0003150531,0.002731173,0.005323965,0.004781517,0.0134733,0.001726231,0.0002348184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004841934,"about_ca_system_score_gemma":0.01334086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04768957,"about_ca_topic_score_gemma":0.08713399,"domain_scores_codex":[0.9927555,0.003906683,0.0002843227,0.000432099,0.0008439353,0.001777532],"domain_scores_gemma":[0.9859681,0.00624726,0.002083985,0.0004937787,0.001392945,0.0038139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004231014,0.0001250914,0.0799729,0.00009914302,0.00001639806,0.0006630125,0.902891,0.00004596385,0.0001974042,0.001970787,0.0003557152,0.01362027],"study_design_scores_gemma":[0.000001543838,0.00002765554,0.02923726,0.00007737437,0.000005917437,0.00008992942,0.9676946,0.00004167229,0.00004332443,0.0002632004,0.002512776,0.000004787792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909357,0.0004101704,0.0002617294,0.0007032678,0.00001687986,0.00003738463,0.00002657216,0.000004148349,0.007604095],"genre_scores_gemma":[0.9983609,0.0003279964,0.0002081358,0.00009664473,0.000007545064,0.00003669921,0.0000264085,0.000005126523,0.0009305856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04768957,"threshold_uncertainty_score":0.09482396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208748169481165,"score_gpt":0.4792209048779144,"score_spread":0.2704727353967494,"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."}}