{"id":"W3170453627","doi":"10.5194/egusphere-egu21-16368","title":"Working with an Indigenous Advisory Council to facilitate effective communication and collaboration between researchers and Arctic communities&amp;#160;","year":2021,"lang":"en","type":"article","venue":"","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Arctic; Outreach; Inclusion (mineral); Community engagement; Geography; Public relations; Political science; Environmental resource management; Sociology; Ecology; Environmental science; Social science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04434299,0.0007440442,0.0007176114,0.002655501,0.03072717,0.00860995,0.003064257,0.004322052,0.06102623],"category_scores_gemma":[0.06635478,0.001078865,0.0007408663,0.001803222,0.006103179,0.009270654,0.02044423,0.008067202,0.01764329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007206819,"about_ca_system_score_gemma":0.0573094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04205362,"about_ca_topic_score_gemma":0.1094203,"domain_scores_codex":[0.9602301,0.02571716,0.001601075,0.002572663,0.005803723,0.004075302],"domain_scores_gemma":[0.8681439,0.02560506,0.006207057,0.008985661,0.037849,0.05320932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001383245,0.0004329734,0.004824581,0.0005298027,0.0000369464,0.002055491,0.1986831,0.0006169614,0.004059199,0.01130536,0.6132579,0.1640593],"study_design_scores_gemma":[0.00001938177,0.00006617809,0.002846055,0.0004277547,0.00000990939,0.0002431239,0.1110961,0.0004523146,0.0005323887,0.004073754,0.8801656,0.00006730312],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06461992,0.002998048,0.06192732,0.3874675,0.02214738,0.005375608,0.001321566,0.004420854,0.4497218],"genre_scores_gemma":[0.3261945,0.003913996,0.194561,0.06363223,0.004573418,0.01092977,0.001459285,0.002105181,0.3926306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06102623,"threshold_uncertainty_score":0.234511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3198030256104097,"score_gpt":0.4216642930063718,"score_spread":0.1018612673959621,"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."}}