{"id":"W2292457878","doi":"","title":"Evaluating Arctic State Implementation of Ecosystem-Based Management Recommendations Supported by the Arctic Council: Canada, Norway, and the US","year":2014,"lang":"en","type":"dissertation","venue":"ResearchWorks at the University of Washington (University of Washington)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; State (computer science); Environmental resource management; Ecosystem; Geography; Environmental planning; The arctic; Environmental protection; Environmental science; Oceanography; Ecology; Computer science; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"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":[0.01853216,0.0004908595,0.0006184248,0.0008757125,0.002461058,0.004485627,0.001406058,0.001368789,0.002827648],"category_scores_gemma":[0.047457,0.0003291966,0.0006143042,0.002125205,0.001055098,0.001371839,0.001762395,0.001586674,0.0002784907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03853917,"about_ca_system_score_gemma":0.07163645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9536112,"about_ca_topic_score_gemma":0.9608077,"domain_scores_codex":[0.9916298,0.004083854,0.0003288783,0.0005438604,0.002244784,0.001168736],"domain_scores_gemma":[0.9617338,0.01638439,0.003351344,0.001093241,0.01322209,0.004215082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.006958441,0.003295981,0.7592352,0.0004599115,0.001507477,0.0002888625,0.008608935,0.111576,0.0008006291,0.008534759,0.01896733,0.07976653],"study_design_scores_gemma":[0.0008038417,0.002115037,0.8724066,0.0006367642,0.001302372,0.00002414151,0.03549259,0.06492656,0.001554264,0.001653895,0.01891319,0.0001708641],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834479,0.0002369584,0.0003676034,0.001272982,0.00005853955,0.0001587986,0.0008960334,0.00002201243,0.0135391],"genre_scores_gemma":[0.9959543,0.0002428041,0.0009892181,0.0001296187,0.00001001208,0.0001175626,0.0009231459,0.000008270978,0.001625165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0463888,"threshold_uncertainty_score":0.2796226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252697549565208,"score_gpt":0.3062227362505047,"score_spread":0.2736957607548526,"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."}}