{"id":"W2907044967","doi":"10.22215/etd/2016-11646","title":"Towards a tailored vision of water security in the North: A case study of the Inuvialuit Settlement Region in the Canadian Arctic","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Aboriginal Affairs and Northern Development Canada; Fisheries and Oceans Canada; Health Canada; Indigenous and Northern Affairs Canada; Transport Canada; Parks Canada; Canadian Patient Safety Institute; Fisheries Joint Management Committee","keywords":"Water security; Climate change; Geography; Context (archaeology); Arctic; Settlement (finance); Corporate governance; Environmental resource management; Environmental planning; Environmental science; Water resources; Business; Oceanography; Ecology; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"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":[0.004653747,0.0005042564,0.0004388698,0.001953646,0.03313664,0.006213402,0.002262992,0.002195113,0.00197465],"category_scores_gemma":[0.005565513,0.0003664316,0.0003602956,0.004781799,0.00968984,0.002161619,0.004422305,0.002646554,0.0001755203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09363829,"about_ca_system_score_gemma":0.1185836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787384,"about_ca_topic_score_gemma":0.9938617,"domain_scores_codex":[0.9957268,0.001656663,0.0001097136,0.0002671746,0.0008785108,0.001361196],"domain_scores_gemma":[0.9963122,0.00147139,0.000271379,0.0001116665,0.0009886195,0.0008446841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002635315,0.00005960995,0.007311237,0.0002159939,0.00001092505,0.006212616,0.9621693,0.0003278827,0.000797075,0.00675467,0.003378098,0.01273623],"study_design_scores_gemma":[0.000001936577,0.00001480597,0.004321109,0.0001040356,0.000005941182,0.0002529859,0.9748355,0.0001082166,0.0001071539,0.0002926926,0.01994307,0.00001257324],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948585,0.001442548,0.000946357,0.01033473,0.00007884989,0.0002466861,0.0001648759,0.0000126227,0.03818835],"genre_scores_gemma":[0.9861822,0.002006309,0.001797878,0.00148275,0.00001342224,0.00007344229,0.0000785579,0.00001804309,0.008347379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09363829,"threshold_uncertainty_score":0.6793965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908199196316699,"score_gpt":0.373353675791657,"score_spread":0.33427168382849,"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."}}