{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002123257,0.0001786466,0.0003786476,0.00007769762,0.002554809,0.0001299517,0.0002165089,0.00008219484,0.0001728607],"category_scores_gemma":[0.001091023,0.0001109002,0.0001166893,0.0002999712,0.0005435823,0.0001572159,0.00008937476,0.0004585154,0.00007911091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005562952,"about_ca_system_score_gemma":0.0005010414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006622412,"about_ca_topic_score_gemma":0.02647562,"domain_scores_codex":[0.9977664,0.0004350038,0.0002925277,0.000226261,0.0006884429,0.0005913577],"domain_scores_gemma":[0.9984206,0.0002535618,0.0001257957,0.0001237103,0.0007912438,0.0002850638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003812146,0.00008696448,0.001139282,0.000007676919,0.0003676642,0.0002966538,0.3522505,0.0001780419,5.922666e-7,0.008148407,0.6341535,0.002989533],"study_design_scores_gemma":[0.0007415259,0.000198678,0.0000400131,0.00002907919,0.00002788266,0.00005754477,0.5845194,0.00002333081,0.000001170772,0.00524155,0.4089854,0.0001343696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01676311,0.0447231,0.002865556,0.01831367,0.004240077,0.000378008,0.00001808495,0.0001111737,0.9125872],"genre_scores_gemma":[0.9462608,0.007821755,0.0002090076,0.0002351048,0.001889923,0.00001023249,4.631989e-7,0.00001395793,0.04355873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9294977,"threshold_uncertainty_score":0.9987437,"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."}}