{"id":"W3214423931","doi":"10.24043/isj.204","title":"Economic Vulnerability and Resilience of Small Island States","year":2007,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Small Island Developing States; Vulnerability (computing); Mainstream; Resilience (materials science); Small island; Psychological resilience; Development economics; Political science; Regional science; Geography; Economic geography; Economic growth; Economics; Climate change; Psychology; Law; Computer science; Ecology; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004740457,0.0001846209,0.0002040698,0.00121353,0.0007785837,0.001728275,0.000263864,0.0004043893,0.002922762],"category_scores_gemma":[0.002565448,0.00008650493,0.0001609084,0.001076113,0.00387504,0.002024701,0.002387074,0.0007959635,0.0001122441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417545,"about_ca_system_score_gemma":0.000738004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003729308,"about_ca_topic_score_gemma":0.004297243,"domain_scores_codex":[0.999779,0.00009462882,0.00001004396,0.00002259126,0.00004051864,0.0000532575],"domain_scores_gemma":[0.9992217,0.0004194369,0.0001428758,0.00005091905,0.00008305171,0.00008212507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001763435,0.00001001554,0.01427219,0.00007487308,0.00002781728,0.000355346,0.003510267,0.0109354,0.0002853114,0.9401674,0.002929607,0.02741407],"study_design_scores_gemma":[0.000003262644,0.00002269666,0.02587459,0.0001834672,0.0000138656,0.000223748,0.006289814,0.007378511,0.0001808059,0.9276845,0.03212465,0.00002003537],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6261726,0.009987693,0.03060698,0.02851805,0.0002057419,0.0000540645,0.0002610135,0.000085944,0.3041079],"genre_scores_gemma":[0.9944219,0.002270486,0.0008254395,0.0001584368,0.00003953356,0.00001327302,0.00002313841,0.00000507734,0.002242872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003729308,"threshold_uncertainty_score":0.01028508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281642123618574,"score_gpt":0.2826578344696301,"score_spread":0.2398414132334443,"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."}}