{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5586401,0.0001503494,0.0003278589,0.001263212,0.256243,0.001999807,0.0006185593,0.000176399,0.00006300449],"category_scores_gemma":[0.2760487,0.0001426,0.00004678209,0.0006409428,0.0005635933,0.002369953,0.0001534987,0.2253096,7.814114e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00044143,"about_ca_system_score_gemma":0.0004975404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0414153,"about_ca_topic_score_gemma":0.03771483,"domain_scores_codex":[0.5000347,0.4989488,0.000267913,0.0001018682,0.0003869483,0.0002598002],"domain_scores_gemma":[0.9612614,0.03701964,0.0003753084,0.0004122161,0.0006847698,0.000246648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004013721,0.0002589419,0.08501467,0.00001439767,0.00006288091,0.000001550719,0.9067622,0.0004329624,0.0002355014,0.0001823697,0.00001680892,0.006977547],"study_design_scores_gemma":[0.0003252772,0.00007564914,0.3144933,0.0001261175,0.000028478,0.00000197103,0.6809537,0.0002493956,0.000006712334,0.00008090222,0.003554366,0.0001041833],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917119,0.0006134616,0.000003173033,0.001225641,0.0001671313,0.0002659267,0.000001698077,0.00002426163,0.005986868],"genre_scores_gemma":[0.9971675,0.0004526512,0.0005212324,0.00005040669,0.0001129385,0.00001915161,0.00003596691,0.00001325729,0.001626844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4619291,"threshold_uncertainty_score":0.9990362,"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."}}