{"id":"W7143709470","doi":"10.15021/00002664","title":"Resource Management for the Next Generation : Co-Management of Fishery Resources in the Western Canadian Arctic Region","year":2005,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource management (computing); Arctic; Resource (disambiguation); The arctic; Fisheries management","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":[0.00108748,0.0001732165,0.0002071085,0.001116716,0.00868017,0.001812077,0.001053217,0.0004796,0.002608978],"category_scores_gemma":[0.001720509,0.000134129,0.0001972917,0.002302154,0.00106171,0.001058749,0.00228413,0.0004998873,0.0001667658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02450426,"about_ca_system_score_gemma":0.06035538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852263,"about_ca_topic_score_gemma":0.9970144,"domain_scores_codex":[0.9992182,0.0001019606,0.0000232888,0.0000722229,0.0001851971,0.0003990511],"domain_scores_gemma":[0.9989121,0.00007184697,0.0001007313,0.000034162,0.0004088545,0.0004723589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002309567,0.0003185125,0.5827697,0.0003179425,0.0001498742,0.002480148,0.1018806,0.002542673,0.002319446,0.007063964,0.02368427,0.276242],"study_design_scores_gemma":[0.00001137532,0.000106343,0.60647,0.0002350897,0.0000830741,0.0003722661,0.3296448,0.002582289,0.0008061972,0.001054235,0.05857395,0.00006027876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817276,0.0009219085,0.0005331136,0.002874297,0.00004764059,0.00007943056,0.0002687962,0.0000152176,0.01353207],"genre_scores_gemma":[0.9873018,0.000768411,0.002040258,0.0003025834,0.000009211088,0.00003734281,0.0001860012,0.000008406409,0.009346033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02450426,"threshold_uncertainty_score":0.1777917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09837882492781734,"score_gpt":0.3507274900838591,"score_spread":0.2523486651560417,"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."}}