{"id":"W4210303566","doi":"10.3389/fmars.2021.742846","title":"A New Tool to Evaluate, Improve, and Sustain Marine Protected Area Financing Built on a Comprehensive Review of Finance Sources and Instruments","year":2022,"lang":"en","type":"review","venue":"Frontiers in Marine Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Instituto de Investigaciones Marinas y Costeras","keywords":"Finance; Strengths and weaknesses; Business; Sustainability; Enforcement; Government (linguistics); Diversity (politics); Marine protected area; Environmental resource management; Environmental planning; Economics; Ecology; Political science; Geography","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":[0.01900346,0.002067858,0.003015704,0.03305804,0.0008220859,0.006153191,0.001913553,0.001636752,0.009421882],"category_scores_gemma":[0.04515854,0.00065255,0.002800514,0.02192471,0.0008608809,0.007677698,0.002763088,0.001575492,0.002110563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004006174,"about_ca_system_score_gemma":0.0199661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006363857,"about_ca_topic_score_gemma":0.01196344,"domain_scores_codex":[0.9894656,0.004476476,0.00228341,0.0008002217,0.00272828,0.0002459793],"domain_scores_gemma":[0.9650754,0.02145863,0.003682869,0.001175718,0.007966097,0.0006412521],"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":[0.00007486684,0.00007230321,0.00231375,0.1825878,0.001690698,0.0001743953,0.0009425284,0.001060988,0.0009994248,0.0316934,0.06098629,0.7174036],"study_design_scores_gemma":[0.00004086032,0.0001314939,0.003899005,0.1488777,0.003176563,0.0002293195,0.001177257,0.0004586265,0.0005341499,0.01281247,0.8285846,0.00007788299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002172268,0.9259084,0.01971954,0.01083997,0.001772198,0.001832215,0.00915571,0.0006366032,0.02796309],"genre_scores_gemma":[0.02700351,0.8686527,0.0879463,0.004280572,0.0007288783,0.002585168,0.005283906,0.0001298485,0.00338909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03305804,"threshold_uncertainty_score":0.1005011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050644934473996,"score_gpt":0.2680992929284451,"score_spread":0.2475928435837051,"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."}}