{"id":"W4225373069","doi":"10.1111/disa.12539","title":"The role of Nature‐based Solutions in disaster resilience in coastal Jamaica: current and potential applications for ‘building back better’","year":2022,"lang":"en","type":"review","venue":"Disasters","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Global Affairs Canada","keywords":"Vulnerability (computing); Resilience (materials science); Coral reef; Environmental planning; Environmental resource management; Small Island Developing States; Mangrove; Geography; Climate change; Environmental science; Fishery; Oceanography; Computer science; Computer security; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009279865,0.0003922842,0.0006030006,0.001740983,0.0004363267,0.001543494,0.0005362406,0.0008827249,0.002944498],"category_scores_gemma":[0.001497208,0.0001361016,0.00048263,0.002268082,0.0005269223,0.001108493,0.0006604975,0.001024504,0.0003451467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009512763,"about_ca_system_score_gemma":0.003293723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007189736,"about_ca_topic_score_gemma":0.01868105,"domain_scores_codex":[0.9997299,0.00006764471,0.00004452074,0.00003490673,0.00009276273,0.00003025637],"domain_scores_gemma":[0.9989231,0.0007307573,0.0001147156,0.00002172247,0.0001570042,0.0000527506],"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":[0.00003628953,0.00006271089,0.0006503669,0.05960625,0.0001535306,0.0001690643,0.0005237531,0.0004759643,0.0008865169,0.009469116,0.01016456,0.917802],"study_design_scores_gemma":[0.0000164039,0.0001499408,0.005072629,0.04671783,0.0003881952,0.0005955748,0.001132874,0.0001657602,0.0004854817,0.00293684,0.9423121,0.00002639276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004467535,0.9963612,0.00007449735,0.0007228809,0.0001140773,0.000008141431,0.00001846161,0.00000357924,0.002250344],"genre_scores_gemma":[0.003766871,0.9953645,0.0002269358,0.0002390172,0.00006662242,0.000007338807,0.0000166336,0.000001038937,0.000311029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007189736,"threshold_uncertainty_score":0.01429582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888196017432858,"score_gpt":0.2845314600503864,"score_spread":0.2656494998760578,"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."}}