{"id":"W4214503623","doi":"10.5509/202295199","title":"Perspective: Developing Social Security Schemes for Small Island Economies: Lessons from Fiji’s Covid-19 Experience","year":2022,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Shock (circulatory); Development economics; Vulnerability (computing); Social protection; Coping (psychology); Psychological resilience; Resilience (materials science); Economic growth; Pandemic; Natural disaster; Economics; Coronavirus disease 2019 (COVID-19); Political science; Geography; Business","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":[0.002242122,0.0003610704,0.0001156837,0.0003822686,0.003905964,0.002053197,0.0006955383,0.001663749,0.007960545],"category_scores_gemma":[0.001957775,0.00009635917,0.0002215357,0.0004494782,0.002823079,0.003328302,0.002457927,0.002417897,0.0003758864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003738397,"about_ca_system_score_gemma":0.009385472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04924247,"about_ca_topic_score_gemma":0.08599025,"domain_scores_codex":[0.9994791,0.0002481858,0.00001045855,0.00001732176,0.00003419548,0.0002107127],"domain_scores_gemma":[0.9988765,0.0003738616,0.00007815441,0.00003565838,0.0002042172,0.0004316086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002413203,0.001026904,0.06004883,0.002638356,0.00007102901,0.006334239,0.2412742,0.00287206,0.00571047,0.2325189,0.1710222,0.2762416],"study_design_scores_gemma":[0.00004507488,0.0007213611,0.07712714,0.001255188,0.00003797365,0.0008124856,0.2603735,0.001076685,0.001747724,0.02259476,0.6341108,0.00009732303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4263255,0.007728161,0.002944882,0.4127627,0.0006727236,0.0002967718,0.0004078924,0.00005684168,0.1488045],"genre_scores_gemma":[0.948613,0.006907541,0.00422037,0.02333605,0.0001701434,0.0001452692,0.0001591774,0.00001388795,0.01643453],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04924247,"threshold_uncertainty_score":0.09791172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091015052330302,"score_gpt":0.2851886889844448,"score_spread":0.2442785384611418,"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."}}