{"id":"W2994970402","doi":"10.14430/arctic69507","title":"Lessons Learned through Research Partnership and Capacity Enhancement in Inuit Nunangat","year":2019,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Government of Nunavut; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Fisheries and Oceans Canada; Indigenous and Northern Affairs Canada; Parks Canada; Nunavut General Monitoring Plan; Aurora Research Institute; Division of Arctic Sciences; University of Ottawa; Polar Knowledge Canada; World Wildlife Fund; Transport Canada; Marine Environmental Observation Prediction and Response Network; Pew Charitable Trusts","keywords":"General partnership; Participatory action research; Arctic; Political science; Citizen journalism; Geography; Public relations; Environmental resource management; Sociology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.029869,0.0009137017,0.0006130663,0.001254505,0.03047484,0.01344137,0.006133001,0.003790838,0.004344176],"category_scores_gemma":[0.02288795,0.0008484024,0.0006856109,0.001269807,0.01969516,0.01296205,0.03083854,0.004769438,0.0006035377],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01430627,"about_ca_system_score_gemma":0.042897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07868195,"about_ca_topic_score_gemma":0.2046788,"domain_scores_codex":[0.9476977,0.04070073,0.0006089104,0.002465756,0.002327977,0.006198903],"domain_scores_gemma":[0.9767015,0.008288346,0.0009364876,0.001313612,0.002654543,0.01010548],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003832991,0.0002648838,0.005698671,0.0003398486,0.00002179374,0.003477379,0.9266085,0.000315095,0.0007971574,0.01543793,0.005708303,0.04129202],"study_design_scores_gemma":[0.00001314256,0.0001070703,0.001325664,0.0002949334,0.0000106217,0.0006842647,0.9268721,0.0002543266,0.0002437025,0.005381894,0.06478033,0.00003183872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7472641,0.00521024,0.020872,0.1099696,0.001329237,0.001387524,0.0001108088,0.0003185784,0.1135378],"genre_scores_gemma":[0.9779838,0.001671972,0.009359236,0.0030015,0.00008663942,0.000524242,0.0000500666,0.00007459987,0.007247903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9856938,"threshold_uncertainty_score":0.1579643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3695092094730422,"score_gpt":0.5164158147608937,"score_spread":0.1469066052878515,"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."}}