{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004731175,0.0001049262,0.0001459432,0.000116319,0.0002731038,0.0001450699,0.00005790044,0.0001111258,0.00002605071],"category_scores_gemma":[0.00003602954,0.00008570624,0.00001961308,0.0001113933,0.00007969234,0.0003479745,0.00002890547,0.00005432127,0.000009341104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005153554,"about_ca_system_score_gemma":0.00001124946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201207,"about_ca_topic_score_gemma":0.08731588,"domain_scores_codex":[0.9991077,0.00005954954,0.0001476217,0.0002366097,0.0001694063,0.0002791235],"domain_scores_gemma":[0.9996648,0.00008172779,0.00006866688,0.00007176169,0.00005891121,0.00005416671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006665799,0.00003464157,0.2885194,0.0002422916,0.000009025971,9.292796e-7,0.6952943,0.000001644122,0.002320686,0.004167512,0.00008445601,0.009258471],"study_design_scores_gemma":[0.001331367,0.000288615,0.6302703,0.0001971602,0.00003484277,0.000001910255,0.2375825,0.0005366944,0.0007182327,0.001761384,0.1268315,0.0004455236],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923444,0.00206376,0.000001352216,0.003528066,0.0001641316,0.001054136,0.00002918979,0.00004447244,0.000770438],"genre_scores_gemma":[0.9935454,0.005095541,0.0001379926,0.0001006711,0.0008072609,0.0001319884,0.00004305558,0.00001345404,0.000124605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4577118,"threshold_uncertainty_score":0.9293382,"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."}}