{"id":"W6902533738","doi":"10.6084/m9.figshare.c.6718465","title":"Social vulnerability indices: a scoping review","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Complex Systems and Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Social vulnerability; Vulnerability (computing); Livelihood; Index (typography); Socioeconomic status; Descriptive statistics; Vulnerability assessment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004315593,0.0002005757,0.0004253108,0.00004453416,0.00007135415,0.00003779964,0.0001914154,0.00008948654,0.5957403],"category_scores_gemma":[0.00003275803,0.0001917822,0.0001868934,0.0001498475,0.000004068868,0.00002297608,0.0001206688,0.0001858637,0.006053005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002091156,"about_ca_system_score_gemma":0.0001130231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002435975,"about_ca_topic_score_gemma":0.0003142838,"domain_scores_codex":[0.9991243,0.0000407707,0.0002126935,0.0002809858,0.0001469783,0.0001942119],"domain_scores_gemma":[0.999375,0.00004091083,0.000266992,0.0002468622,0.00002622635,0.00004402128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[1.460123e-7,0.000008460011,0.00002532791,0.009464309,0.00002970569,9.713312e-7,0.00001297208,1.221066e-7,1.30407e-8,0.0001103892,0.9871942,0.003153377],"study_design_scores_gemma":[0.00006417065,0.000003046981,0.00002795789,0.3958762,0.0000139784,1.20224e-7,0.000005755322,0.00001057698,6.773099e-8,0.00005564029,0.6037342,0.0002082878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.552214e-7,0.005383848,0.000003902735,0.00002367274,0.0001075141,0.001019082,0.3414693,0.0004339279,0.6515586],"genre_scores_gemma":[0.0002331285,0.00004426199,0.00002441971,0.0001825894,0.006035506,0.001765221,0.4527137,0.001730883,0.5372702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5896873,"threshold_uncertainty_score":0.9947209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08066081990297132,"score_gpt":0.3643188582569362,"score_spread":0.2836580383539649,"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."}}