{"id":"W2103563057","doi":"10.24043/isj.319","title":"Seychelles, a vulnerable or resilient SIDS? A local perspective.","year":2015,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Small Island Developing States; Vulnerability (computing); Complementarity (molecular biology); Compromise; Psychological resilience; Perspective (graphical); Resilience (materials science); Perception; Geography; Development economics; Political science; Sociology; Psychology; Climate change; Social psychology; Social science; Computer security; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008095545,0.0002483563,0.000289197,0.0007622027,0.003507755,0.00224726,0.0004429965,0.0005804418,0.002587394],"category_scores_gemma":[0.001885082,0.0001389994,0.000135817,0.001062379,0.005240552,0.002378892,0.0032785,0.001245284,0.000165218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290017,"about_ca_system_score_gemma":0.001525338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02822959,"about_ca_topic_score_gemma":0.07863697,"domain_scores_codex":[0.9994086,0.0003411358,0.00003176506,0.00003310145,0.00004195347,0.0001434381],"domain_scores_gemma":[0.9994467,0.000154215,0.0001509943,0.0000234986,0.00006039652,0.0001642029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006351117,0.00004906205,0.1341146,0.0003292911,0.00003122389,0.005520884,0.8290272,0.00009048815,0.0008786523,0.007080624,0.001566826,0.0212477],"study_design_scores_gemma":[6.425622e-7,0.00002005697,0.01777721,0.0001155109,0.000005043109,0.0002666345,0.9789847,0.00001062277,0.00003451954,0.0002930953,0.002487212,0.000004787436],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831372,0.001585592,0.0001374695,0.005714072,0.0000601194,0.000008479606,0.00003127809,0.000004053775,0.009321618],"genre_scores_gemma":[0.9979809,0.000989178,0.00005941357,0.0003565802,0.00000953427,0.000003620724,0.00001320448,0.000001317034,0.0005863766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02822959,"threshold_uncertainty_score":0.05613059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153200464976715,"score_gpt":0.3996873589170619,"score_spread":0.2843673124193905,"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."}}