{"id":"W2338500431","doi":"10.1002/fee.1251","title":"Navigating governance networks for community‐based conservation","year":2016,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Corporate governance; Action (physics); Network governance; Public relations; Political science; Community-based conservation; Social network analysis; Environmental resource management; Conservation psychology; Environmental planning; Knowledge management; Business; Ecology; Geography; Computer science; Biology; Biodiversity; Economics; Social capital","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001197577,0.0002400097,0.0005995458,0.00001460184,0.0005612447,0.0000163406,0.0003897781,0.0002246341,0.0001050011],"category_scores_gemma":[0.00003798662,0.0001542844,0.0001467195,0.00007042969,0.0009625473,0.0000453979,0.0004046706,0.0004397705,0.00002605338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004374603,"about_ca_system_score_gemma":0.000008943005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009833755,"about_ca_topic_score_gemma":0.00007696987,"domain_scores_codex":[0.9983398,0.0006443546,0.0003463048,0.0002835514,0.0001132587,0.0002727082],"domain_scores_gemma":[0.9986405,0.0006253836,0.0003552809,0.0003394728,0.000001485301,0.00003792272],"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":[0.00005262763,0.00008579497,0.08879849,0.0005526254,0.00009444828,0.000002163326,0.000188836,0.0006842213,2.108885e-8,0.00004781544,0.003518824,0.9059741],"study_design_scores_gemma":[0.001231154,0.00003954341,0.01706072,0.0005976991,0.0001800976,9.360036e-7,0.00007096793,0.001987606,5.974753e-8,0.0003978028,0.9782314,0.0002019551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009784006,0.9785463,0.01433742,0.002102454,0.0007535773,0.002812799,0.0000542595,0.00002089405,0.0003938731],"genre_scores_gemma":[0.0003618223,0.9964962,0.001288323,0.0009264032,0.00003369289,0.0003205679,0.00006653498,0.00001584557,0.0004906054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9747126,"threshold_uncertainty_score":0.6291535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693970673776279,"score_gpt":0.2317061725765082,"score_spread":0.2147664658387454,"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."}}