{"id":"W4415744474","doi":"10.1109/ihtc65087.2025.11216330","title":"Sustainable Involvement of Indigenous Peoples in AI","year":2025,"lang":"","type":"article","venue":"","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Works and Government Services Canada; Telus (Canada)","funders":"","keywords":"Indigenous; Traditional knowledge; Sovereignty; Sustainable development; Key (lock); Research ethics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01034461,0.0002167754,0.000309551,0.0009853776,0.01610228,0.005500002,0.001073944,0.00157245,0.003518839],"category_scores_gemma":[0.0106937,0.0002549546,0.0003065758,0.0008240109,0.01883863,0.005161349,0.01367312,0.002602534,0.0003179786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003660116,"about_ca_system_score_gemma":0.008986728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01539712,"about_ca_topic_score_gemma":0.02110717,"domain_scores_codex":[0.9897271,0.006624124,0.0002186888,0.0005840909,0.001391188,0.001454769],"domain_scores_gemma":[0.993473,0.003257767,0.000728824,0.0007296603,0.0008008529,0.00100994],"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":[0.00001671536,0.00005418319,0.004777831,0.00009998029,0.000009966085,0.0007272174,0.8909426,0.0001307303,0.001291966,0.07521813,0.0007329856,0.02599757],"study_design_scores_gemma":[0.000008113003,0.00008580033,0.006051797,0.0004173968,0.00002481469,0.0009445867,0.7516742,0.0005146734,0.001018907,0.06250206,0.1767127,0.00004484985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7978746,0.001921594,0.00953527,0.01951482,0.00020524,0.00009395369,0.00001658025,0.00003910016,0.1707989],"genre_scores_gemma":[0.9904763,0.0004438231,0.001707835,0.0008006159,0.00001847902,0.00003057556,0.000006138541,0.000009599999,0.006506551],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01610228,"threshold_uncertainty_score":0.05470818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092114169615635,"score_gpt":0.3532076847261135,"score_spread":0.3322865430299571,"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."}}