{"id":"W7110544279","doi":"","title":"Reimagining First Nations futures: Reimagining our future","year":2025,"lang":"","type":"article","venue":"ResearchOnline@ND (The University of Notre Dame)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Injustice; Indigenous; Process (computing); Rules of engagement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002419723,0.0003611588,0.0005235886,0.0009406843,0.03733292,0.0001778306,0.002196954,0.0004346944,0.000500306],"category_scores_gemma":[0.000152619,0.0002661074,0.000355439,0.003335652,0.001203183,0.0006240181,0.00006387092,0.001975739,0.0001890414],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008626167,"about_ca_system_score_gemma":0.03385126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1074936,"about_ca_topic_score_gemma":0.7431779,"domain_scores_codex":[0.994825,0.001261477,0.0005254241,0.0007852797,0.001320448,0.001282345],"domain_scores_gemma":[0.9956553,0.00111447,0.0004164391,0.0009462563,0.00144919,0.0004183413],"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":[0.0003179193,0.0008568066,0.002118012,0.0009419211,0.0004400986,0.00005540172,0.8017676,0.0001826274,0.000007679123,0.1319598,0.05165957,0.009692546],"study_design_scores_gemma":[0.0005560308,0.0000583439,0.001602522,0.000444013,0.0001038597,0.000001733462,0.2824712,0.0005447488,0.000008412209,0.0005155735,0.7134702,0.0002234198],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04276407,0.004463274,0.001083118,0.4777128,0.009835731,0.003498555,0.0005358767,0.0002533366,0.4598532],"genre_scores_gemma":[0.4797548,0.1672371,0.004331924,0.0002919052,0.007046615,0.000001148653,0.0002401128,0.00006252956,0.3410338],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6618106,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690740861115045,"score_gpt":0.3197115235063461,"score_spread":0.3028041148951957,"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."}}