{"id":"W4394849093","doi":"10.1111/cobi.14272","title":"Community engagement and power dynamics in conservation philanthropy grant making","year":2024,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"Margaret A. Cargill Philanthropies; David and Lucile Packard Foundation","keywords":"Community engagement; Legitimacy; Citizen journalism; Indigenous; Public relations; Public engagement; Context (archaeology); Political science; Equity (law); Power (physics); Community-based conservation; Sociology; Environmental planning; Politics; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005188701,0.00008180874,0.0001075977,0.00004359734,0.0001587651,0.00002109626,0.00006490574,0.00004682487,0.0001993386],"category_scores_gemma":[0.00006925777,0.00007008469,0.000014608,0.0001622472,0.0001620441,0.0000921004,0.0002699625,0.0001704648,0.00004102257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599819,"about_ca_system_score_gemma":0.00000720113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583046,"about_ca_topic_score_gemma":0.01812225,"domain_scores_codex":[0.9993008,0.0002078541,0.0001801846,0.0001495194,0.00004031585,0.0001213194],"domain_scores_gemma":[0.9996785,0.0001668789,0.0000322769,0.0001000687,0.000007555439,0.00001470325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001028848,0.00002447852,0.9728603,0.00002996747,0.000009659669,0.000004019701,0.0006030338,0.000001656905,0.000921417,0.01709822,0.002576675,0.005860317],"study_design_scores_gemma":[0.0001827221,0.00008950188,0.8992291,0.00005558514,0.000006936305,0.00001000842,0.0007973799,0.01956974,0.00002208195,0.00781849,0.07207962,0.0001388348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846267,0.000156353,0.0006338059,0.009871569,0.0002803098,0.0001683749,0.00001054055,0.00005479125,0.004197553],"genre_scores_gemma":[0.9985628,0.00007479483,0.0001474524,0.0009702165,0.000009062609,0.0000249555,0.00003525297,0.000004723267,0.0001707195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07363117,"threshold_uncertainty_score":0.9997945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05631118339540191,"score_gpt":0.2848280254085519,"score_spread":0.22851684201315,"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."}}