{"id":"W4406697856","doi":"10.1016/j.erss.2025.103928","title":"Enabling Indigenous-centred decision-making for a just energy transition? Lessons from community consultation and consent in the circumpolar Arctic","year":2025,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"Strategic Research Council; Academy of Finland; University of Queensland","keywords":"Circumpolar star; Indigenous; Arctic; The arctic; Energy (signal processing); Sociology; Environmental planning; Engineering ethics; Political science; Geography; Engineering; Oceanography; Geology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.1105124,0.0004798586,0.001075689,0.001648842,0.01998969,0.01554192,0.003141502,0.006302656,0.004581986],"category_scores_gemma":[0.1043997,0.0005466982,0.001088001,0.002270642,0.03839497,0.01449959,0.01711343,0.008556749,0.0004599408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02035253,"about_ca_system_score_gemma":0.06490856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06355286,"about_ca_topic_score_gemma":0.1001204,"domain_scores_codex":[0.799073,0.1800686,0.004220419,0.003273511,0.006434836,0.006929739],"domain_scores_gemma":[0.809504,0.1663281,0.004644141,0.004434666,0.008409264,0.00667985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004705163,0.00003445093,0.001091647,0.002025984,0.00002151893,0.00183578,0.8805817,0.0003344745,0.0002687919,0.08051164,0.004045054,0.02920194],"study_design_scores_gemma":[0.00001684036,0.00005167604,0.001356901,0.007134266,0.000027463,0.0007068586,0.7836117,0.0002400915,0.0002898253,0.03374435,0.172758,0.0000621365],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2997376,0.09871959,0.03498819,0.3441547,0.003919683,0.0009884926,0.0001436693,0.000155424,0.2171927],"genre_scores_gemma":[0.9557964,0.02011747,0.007393527,0.01187374,0.0002954128,0.0003747375,0.00004392871,0.00007182003,0.004033003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1105124,"threshold_uncertainty_score":0.5844523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1962461358197773,"score_gpt":0.5170962467569056,"score_spread":0.3208501109371282,"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."}}