{"id":"W2898187698","doi":"10.1111/conl.12613","title":"Diverse knowledge systems reveal social–ecological dynamics that inform species conservation status","year":2018,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; Pacific Insight Electronics (Canada); Simon Fraser University","funders":"Fisheries and Oceans Canada; Simon Fraser University; Hakai Institute; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Pew Charitable Trusts","keywords":"Ecology; Geography; Endangered species; Traditional knowledge; Population; Neglect; Environmental resource management; Habitat; Biology; Sociology; Indigenous; Environmental science; Psychology","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":[0.001660082,0.0002164008,0.0002131331,0.004242748,0.001140046,0.004834824,0.0004447124,0.0004189354,0.003229513],"category_scores_gemma":[0.009004463,0.0001914238,0.0002318937,0.003436747,0.002423664,0.004010846,0.00277939,0.0004479448,0.000200396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004348104,"about_ca_system_score_gemma":0.003058878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09444831,"about_ca_topic_score_gemma":0.14915,"domain_scores_codex":[0.9991496,0.0002303537,0.00005394902,0.0002301767,0.0002112715,0.0001246818],"domain_scores_gemma":[0.9952739,0.001978233,0.0009824446,0.0004867167,0.001010734,0.000268117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001224453,0.00009083909,0.804773,0.0002983259,0.0003500541,0.0003970131,0.03228232,0.005210556,0.004555094,0.03448436,0.002145357,0.1152908],"study_design_scores_gemma":[0.00001743008,0.00006664215,0.8201459,0.0003478395,0.000228957,0.0002313157,0.04794109,0.01989138,0.001680499,0.08350705,0.02587423,0.00006751973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607203,0.000442729,0.007890851,0.001110789,0.000009360253,0.00004717729,0.001248631,0.00004556043,0.02848468],"genre_scores_gemma":[0.9970367,0.00009136086,0.002056042,0.00005207129,0.000002234188,0.00001046155,0.0003311442,0.00000460919,0.0004152687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09444831,"threshold_uncertainty_score":0.1877971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185339447546001,"score_gpt":0.2677132219199521,"score_spread":0.2158598274444921,"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."}}