{"id":"W3159067239","doi":"10.1002/pan3.10211","title":"Indigenous knowledge of key ecological processes confers resilience to a small‐scale kelp fishery","year":2021,"lang":"en","type":"article","venue":"People and Nature","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Bell (Canada); Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; Canada Foundation for Innovation","keywords":"Indigenous; Stewardship (theology); Kelp; Ecological resilience; Traditional knowledge; Environmental stewardship; Ecology; Kelp forest; Environmental resource management; Psychological resilience; Geography; Biology; Environmental science; Ecosystem; Political science","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":[0.0003684312,0.0001105627,0.0001513346,0.0002716307,0.00065077,0.0004420804,0.0002406849,0.0001699499,0.002589284],"category_scores_gemma":[0.001390114,0.00009990897,0.0001316786,0.0001459577,0.0008487744,0.0004119679,0.0008491789,0.0003308377,0.00009263589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009478212,"about_ca_system_score_gemma":0.0006351785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03299104,"about_ca_topic_score_gemma":0.1003221,"domain_scores_codex":[0.9998457,0.00002008686,0.000006632881,0.00004836736,0.0000215935,0.00005758761],"domain_scores_gemma":[0.9993148,0.000152081,0.0002152033,0.00008058271,0.00006308142,0.0001742734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005164209,0.0007733654,0.8941802,0.00009432514,0.0001256547,0.0007177723,0.01514248,0.001243083,0.05907763,0.0007004768,0.0002597101,0.02716889],"study_design_scores_gemma":[0.000002058329,0.0001539808,0.9943099,0.00001146689,0.00001815476,0.00005111839,0.003534465,0.0005320758,0.0008659106,0.0002020861,0.0003105809,0.000008156157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996191,0.000003999151,0.0000343984,0.0000140979,3.321496e-7,0.00000189522,0.0000064856,0.000001008442,0.0003186055],"genre_scores_gemma":[0.999775,0.000005556967,0.00005191563,0.00000618981,2.601756e-7,0.000001890111,0.000005913871,2.958715e-7,0.0001530377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03299104,"threshold_uncertainty_score":0.06559807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007283821332166512,"score_gpt":0.2068019688035867,"score_spread":0.1995181474714202,"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."}}