{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002027179,0.00008882514,0.0002242752,0.00006600964,0.001339002,0.000005688238,0.0001036664,0.000140778,0.001352062],"category_scores_gemma":[0.0002694234,0.00007694231,0.00001955667,0.0001994986,0.0001068137,0.00006913165,0.0002746307,0.0008672772,0.001832921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000556825,"about_ca_system_score_gemma":0.000240604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02828938,"about_ca_topic_score_gemma":0.251865,"domain_scores_codex":[0.9974512,0.0006841424,0.000241635,0.0002885897,0.0001718746,0.001162554],"domain_scores_gemma":[0.9987098,0.0007987758,0.00005322812,0.0002507235,0.0001332917,0.00005415368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008775225,0.0001281564,0.5426459,0.000511632,0.00003325085,0.000008875339,0.4229735,0.000003880847,0.0004767595,0.03119329,0.0009066101,0.001030326],"study_design_scores_gemma":[0.003446304,0.001127716,0.6108322,0.0005801276,0.00002272623,0.00000417303,0.2314338,0.00009516806,0.0002242425,0.06185454,0.08987027,0.000508741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645895,0.0001613393,0.000001420469,0.008796784,0.0002585991,0.0009440266,0.000003174355,0.00001538557,0.02522981],"genre_scores_gemma":[0.9913796,0.0004218778,0.00008011397,0.0009156084,0.00007921879,0.0001740448,0.000002094062,0.00001280747,0.00693467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2235756,"threshold_uncertainty_score":0.9999611,"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."}}