{"id":"W2987776510","doi":"10.3390/resources8040174","title":"Water, Livelihoods, and Migration in SIDS: Climate Change and Future Prospects for Carriacou, West Indies","year":2019,"lang":"en","type":"article","venue":"Resources","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Small Island Developing States; Relocation; Livelihood; Geography; Climate change; Caribbean region; Flooding (psychology); Population; Agriculture; Climate resilience; Development economics; Latin Americans; Economics; Political science; Ecology; Demography","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":[0.0002798826,0.0002222364,0.0002154922,0.0007926305,0.00221042,0.001616589,0.0004449123,0.0007698323,0.004496189],"category_scores_gemma":[0.0008727612,0.00007250917,0.0001848366,0.001400722,0.001150225,0.001213804,0.002143334,0.0008637279,0.0001554478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003219024,"about_ca_system_score_gemma":0.003465631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.381343,"about_ca_topic_score_gemma":0.6931824,"domain_scores_codex":[0.9998057,0.00005052885,0.000006207717,0.00001003485,0.00001676331,0.0001107263],"domain_scores_gemma":[0.9996558,0.00004065337,0.00007741798,0.000005030356,0.00004365165,0.0001774369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002084341,0.000472322,0.6413488,0.00142252,0.00009687393,0.009784041,0.09016273,0.0007328048,0.002518422,0.02570448,0.02369908,0.2038496],"study_design_scores_gemma":[0.000006206129,0.0001441336,0.7326664,0.001228852,0.00004232307,0.001192304,0.1990592,0.0005536067,0.0001585156,0.002683464,0.06220353,0.00006142246],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184905,0.02009284,0.0001436212,0.0435978,0.0001834289,0.00002797329,0.0003283862,0.00000821605,0.01712713],"genre_scores_gemma":[0.9755441,0.01907025,0.0002508721,0.001353836,0.00007465986,0.00003676571,0.0001663325,0.000003588495,0.003499491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.381343,"threshold_uncertainty_score":0.7582467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05288973254515517,"score_gpt":0.2850690623147184,"score_spread":0.2321793297695632,"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."}}