{"id":"W4220739325","doi":"10.19121/2022.report.43864","title":"Conservation Finance for Coral Reefs: A Vibrant Oceans Initiative Whitepaper","year":2022,"lang":"en","type":"report","venue":"","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Coral reef; Oceanography; Fishery; Reef; Coral; Business; Geography; Environmental resource management; Environmental science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003169236,0.000774033,0.0002935441,0.001444361,0.001336089,0.004909483,0.001167271,0.004356798,0.03661352],"category_scores_gemma":[0.003910919,0.0004648895,0.0004684174,0.001539825,0.0004061179,0.001283082,0.001615869,0.002157975,0.01076625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003124878,"about_ca_system_score_gemma":0.02645202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08798431,"about_ca_topic_score_gemma":0.1718248,"domain_scores_codex":[0.997945,0.000149588,0.00005185284,0.0001236389,0.001390595,0.0003393127],"domain_scores_gemma":[0.9967296,0.0004473838,0.0002127072,0.0001844131,0.001257489,0.001168414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004369971,0.00007732021,0.001094824,0.00004685479,0.000004763971,0.00008605612,0.00003467862,0.0001752109,0.000250534,0.004202411,0.9798085,0.0141752],"study_design_scores_gemma":[0.00004782631,0.00004395139,0.01563144,0.0000825876,0.00001005368,0.00004527798,0.0001761894,0.0005540323,0.0008983951,0.0009933417,0.981499,0.00001780663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01722013,0.00439779,0.001224449,0.08387476,0.007679544,0.00173633,0.04711952,0.0008670907,0.8358804],"genre_scores_gemma":[0.02385854,0.002549674,0.00218002,0.007899368,0.0008288305,0.001043624,0.02228739,0.0002329729,0.9391197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08798431,"threshold_uncertainty_score":0.1749444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05643016501029077,"score_gpt":0.2697581866231393,"score_spread":0.2133280216128485,"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."}}