{"id":"W2283675648","doi":"10.1111/cobi.12681","title":"Using perceptions as evidence to improve conservation and environmental management","year":2016,"lang":"en","type":"review","venue":"Conservation Biology","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":871,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Liber Ero Foundation; Stichting Nederlands Oogheelkundig Onderzoek","keywords":"Conservation psychology; Adaptive management; Perception; Corporate governance; Community-based conservation; Legitimacy; Environmental resource management; Environmental planning; Natural resource management; Political science; Natural resource; Business; Psychology; Geography; Ecology; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01196107,0.001371924,0.002355676,0.009807154,0.0007982912,0.0054769,0.001898251,0.004465337,0.004218622],"category_scores_gemma":[0.03226322,0.0005140979,0.001434093,0.008494584,0.00529302,0.008197026,0.003172627,0.003990868,0.0008765888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003116417,"about_ca_system_score_gemma":0.007648946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003540921,"about_ca_topic_score_gemma":0.004551903,"domain_scores_codex":[0.9917724,0.004396333,0.0009721811,0.0006173818,0.002047336,0.0001944041],"domain_scores_gemma":[0.9644833,0.03036208,0.001809034,0.0008444234,0.00215162,0.0003495407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004028116,0.00008760361,0.0006601606,0.08706564,0.0004383802,0.0001557034,0.001726966,0.0003807059,0.0003966939,0.05566597,0.0178544,0.8355275],"study_design_scores_gemma":[0.00002239146,0.00007396623,0.00275157,0.174023,0.0005054942,0.0006572112,0.002419514,0.0001935493,0.000407612,0.04511369,0.7737563,0.00007566788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001058748,0.9955223,0.0003920021,0.001962333,0.0003196026,0.00001493566,0.00001431985,0.000005258858,0.001663365],"genre_scores_gemma":[0.003122835,0.9947205,0.0008007702,0.0008171818,0.0001989859,0.00003424899,0.00002323493,0.000003317891,0.0002789911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01196107,"threshold_uncertainty_score":0.06325698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0638611898621941,"score_gpt":0.3666479287761627,"score_spread":0.3027867389139686,"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."}}