{"id":"W7081926169","doi":"10.1016/j.envsci.2025.104215","title":"Does community-based monitoring advance Indigenous self-determination? Inuit-led monitoring and governance in Nunavut and Greenland","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Indigenous; Corporate governance; Rigour; Traditional knowledge; Environmental governance; Acknowledgement; Politics; Convention on Biological Diversity; Value (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004745724,0.0001482406,0.000197417,0.00068802,0.007317391,0.003520512,0.001225405,0.0005782144,0.001825853],"category_scores_gemma":[0.008026849,0.0001725819,0.0001185121,0.0008395291,0.006927338,0.001869555,0.003733964,0.00099491,0.00006733651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02058872,"about_ca_system_score_gemma":0.02543309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8068599,"about_ca_topic_score_gemma":0.9192033,"domain_scores_codex":[0.996867,0.001648627,0.00005467727,0.000342774,0.0002778372,0.0008090427],"domain_scores_gemma":[0.9949099,0.002054765,0.0007333602,0.0003218894,0.0006773794,0.001302741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009950813,0.000313982,0.226796,0.0001450593,0.00003091379,0.00112265,0.6970187,0.0004794945,0.001492564,0.02618074,0.002482551,0.04383781],"study_design_scores_gemma":[0.00001657038,0.00007107106,0.2192077,0.0003679171,0.00002407755,0.0001000393,0.7412668,0.001304565,0.0006552667,0.006623588,0.03032332,0.00003896579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769454,0.0003003234,0.0004967042,0.005167094,0.000021806,0.00008049332,0.00002805647,0.000005947645,0.01695418],"genre_scores_gemma":[0.9985439,0.00009002938,0.0002607102,0.0001595166,0.00000235824,0.00001799831,0.000009017077,0.00000231255,0.0009142247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1931401,"threshold_uncertainty_score":0.3885552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005152769704881917,"score_gpt":0.2442712040869857,"score_spread":0.2391184343821038,"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."}}