{"id":"W7120989095","doi":"10.29173/jaed565","title":"Indigenous Economic Development Education: Aligning Curriculum with Community Aspirations","year":2025,"lang":"en","type":"article","venue":"Journal of Aboriginal Economic Development","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"Royal Roads University","keywords":"Indigenous; Curriculum; Indigenous education; Traditional knowledge; Curriculum development; Entrepreneurship; Local economic development","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002226368,0.0002028867,0.0003507305,0.0004648232,0.007043563,0.0001918573,0.0005526795,0.0001115657,0.0001423753],"category_scores_gemma":[0.000002829097,0.0001756234,0.00005900991,0.0001656625,0.0001456762,0.0005251021,0.000003805106,0.000414613,0.0001312619],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005269041,"about_ca_system_score_gemma":0.2619922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01887205,"about_ca_topic_score_gemma":0.4103828,"domain_scores_codex":[0.9979017,0.0002608134,0.001015285,0.0001731156,0.00019425,0.00045478],"domain_scores_gemma":[0.998341,0.0001093742,0.0007652216,0.0001915936,0.000336061,0.0002567098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006282512,0.00110214,0.03935428,0.0001322862,0.0004872882,0.000006217855,0.779445,0.0005364002,0.000001789111,0.1573341,0.002264298,0.01927342],"study_design_scores_gemma":[0.0003204338,0.00006354503,0.007729886,0.0002008695,0.00002879053,0.00002085469,0.01468972,0.000001581059,0.0002880422,0.0003775335,0.9760509,0.0002278891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8929072,0.000295878,0.0003285338,0.0003566353,0.002808959,0.0003866669,0.000001636248,0.00002216451,0.1028923],"genre_scores_gemma":[0.9178597,0.003084403,0.05369139,0.0004900985,0.001730171,0.00003663684,0.00004795693,0.00004334478,0.02301624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9737865,"threshold_uncertainty_score":0.9985496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324539327910202,"score_gpt":0.3153316659218954,"score_spread":0.3020862726427934,"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."}}