{"id":"W2028885168","doi":"10.14430/arctic4092","title":"Environmental Change and Traditional Use of the Old Crow Flats in Northern Canada: An IPY Opportunity to Meet the Challenges of the New Northern Research Paradigm","year":2011,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Waterloo; University of Alberta; Parks Canada; Natural Sciences and Engineering Research Council of Canada; University of Northern British Columbia; Government of Canada; Wilfrid Laurier University; McGill University","keywords":"Paradigm shift; Environmental change; Environmental ethics; Environmental resource management; Geography; Climate change; Ecology; Environmental science; Biology; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0009027248,0.0001701686,0.0002764498,0.0008994657,0.008543136,0.002983298,0.001017481,0.0006800228,0.003120834],"category_scores_gemma":[0.001426359,0.000134379,0.0001680892,0.002533564,0.003514159,0.001346786,0.001894552,0.001345239,0.0001373012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02819435,"about_ca_system_score_gemma":0.06219434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947363,"about_ca_topic_score_gemma":0.9990547,"domain_scores_codex":[0.9993216,0.0001149986,0.000009684217,0.00005042752,0.0001339393,0.000369446],"domain_scores_gemma":[0.9989325,0.0001512106,0.00012743,0.00003504022,0.0004078776,0.0003458794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002800233,0.0002299265,0.5595784,0.0003498379,0.00007797508,0.001525826,0.2749297,0.0005310559,0.002195717,0.01440385,0.01568496,0.1302126],"study_design_scores_gemma":[0.000004825724,0.00003831056,0.4405201,0.0001570712,0.00002717883,0.0001936436,0.5234058,0.0003201039,0.0003338088,0.001404775,0.03356269,0.0000317263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967907,0.00244745,0.0002699635,0.01040564,0.00009062292,0.00002048491,0.0003074359,0.000007375475,0.01854406],"genre_scores_gemma":[0.9884909,0.002365372,0.0004289018,0.0009658622,0.00003240662,0.00001026359,0.00008500998,0.000007248686,0.007614031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02819435,"threshold_uncertainty_score":0.2045652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4518597835197884,"score_gpt":0.3580258278188698,"score_spread":0.09383395570091863,"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."}}