{"id":"W2944074204","doi":"10.35298/pkc.2018.09","title":"The “One Voice” method: Connecting Inuit Qaujimajatuqangit with western science to monitor Northern Canada’s freshwater aquatic environment","year":2019,"lang":"en","type":"article","venue":"Polar Knowledge Aqhaliat Report","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Aquatic environment; Oceanography; Geography; Environmental science; Ecology; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01175555,0.0004835399,0.0004114065,0.002762234,0.008307823,0.005213271,0.001938236,0.00119505,0.00668387],"category_scores_gemma":[0.01787539,0.0003133074,0.0004283753,0.004079589,0.003054735,0.003323243,0.005455315,0.001452346,0.0008309726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008638242,"about_ca_system_score_gemma":0.03491395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5726596,"about_ca_topic_score_gemma":0.8111429,"domain_scores_codex":[0.9929517,0.004061213,0.000244994,0.000635375,0.001409827,0.0006969022],"domain_scores_gemma":[0.9925718,0.002688989,0.000559977,0.000634956,0.002938448,0.0006058365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003305504,0.0003616746,0.08974061,0.001087121,0.0001849649,0.001008522,0.2701874,0.0009641414,0.007398722,0.04481506,0.03399255,0.5499287],"study_design_scores_gemma":[0.0001026857,0.0004124493,0.1069774,0.001535258,0.0004857538,0.0007574404,0.5473718,0.009389318,0.01107594,0.03150126,0.2900406,0.0003500467],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3836599,0.001275499,0.2502357,0.03113521,0.001467858,0.003697539,0.002461824,0.00145086,0.3246156],"genre_scores_gemma":[0.7284611,0.0006169781,0.2317574,0.003643589,0.00010095,0.001879618,0.000503395,0.000331648,0.03270536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4273404,"threshold_uncertainty_score":0.8597142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599447320044997,"score_gpt":0.3404962872046204,"score_spread":0.3145018140041705,"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."}}