{"id":"W3041112112","doi":"10.1111/fwb.13570","title":"Systematic review of documented Indigenous Knowledge of freshwater biodiversity in the circumpolar Arctic","year":2020,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Oceans Limited (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Biodiversity; Circumpolar star; Arctic; Geography; Freshwater ecosystem; Ecology; Subsistence agriculture; Indigenous; Freshwater fish; Traditional knowledge; Habitat; Fishery; Ecosystem; Biology; Oceanography; Fish <Actinopterygii>; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01171387,0.0008393083,0.003091587,0.0461451,0.001368219,0.003033236,0.001405933,0.001085681,0.003734845],"category_scores_gemma":[0.04540596,0.0006694908,0.001860195,0.03315808,0.001861194,0.003309877,0.002543921,0.0007601688,0.0002649268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006013626,"about_ca_system_score_gemma":0.03311915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0600321,"about_ca_topic_score_gemma":0.1319129,"domain_scores_codex":[0.9913092,0.003004727,0.00291741,0.0005458711,0.001866742,0.0003559767],"domain_scores_gemma":[0.9383233,0.04496953,0.007862311,0.0006538333,0.0073406,0.0008504395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000885859,0.00001828773,0.00378325,0.8691154,0.0009937097,0.0006513611,0.009884875,0.0001415356,0.0004252145,0.0008678178,0.004056764,0.1099733],"study_design_scores_gemma":[0.0000224437,0.0000688544,0.01271871,0.9299881,0.00278736,0.0005487967,0.008446328,0.00003814858,0.000127549,0.0002758605,0.04494446,0.00003331579],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009973876,0.9841756,0.0002845862,0.0007795591,0.0002356827,0.0002522182,0.002155182,0.00001036117,0.002132854],"genre_scores_gemma":[0.04593149,0.9508917,0.001120977,0.0004226154,0.0001050367,0.0003693861,0.0009175034,0.000006822986,0.0002344219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0600321,"threshold_uncertainty_score":0.1193653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03883206137806858,"score_gpt":0.3394248969303036,"score_spread":0.300592835552235,"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."}}