{"id":"W2964358519","doi":"10.5539/jsd.v12n4p76","title":"Assessment of Social Vulnerability to Wildfire in Missouri, United States of America","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Missouri-Kansas City; University of Missouri","keywords":"Vulnerability (computing); Social vulnerability; Geography; Government (linguistics); Marital status; Psychological resilience; Hazard; Scale (ratio); Socioeconomics; Demography; Population; Sociology; Psychology; Cartography","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":[0.0004187837,0.000173029,0.0001143064,0.001838277,0.001005668,0.0006736141,0.0002171579,0.0001685417,0.00119361],"category_scores_gemma":[0.001274138,0.0001102307,0.0001692754,0.001979421,0.0002109408,0.0001722402,0.0005401974,0.0002627353,0.0001284024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649091,"about_ca_system_score_gemma":0.001321766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3152585,"about_ca_topic_score_gemma":0.5912097,"domain_scores_codex":[0.9998322,0.00003162834,0.00001667537,0.0000161878,0.00006830973,0.00003507171],"domain_scores_gemma":[0.9989856,0.0001198292,0.0002947114,0.00002562071,0.0003637902,0.0002103483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001445666,0.00003602085,0.9946009,0.00001156571,0.00001781341,0.00005250252,0.0007420924,0.00007422722,0.0001925234,0.0000303199,0.0003522529,0.00387536],"study_design_scores_gemma":[8.457233e-7,0.00001472839,0.9975699,0.000008813858,0.000005956359,0.00001753253,0.001694039,0.000163788,0.000026449,0.0000158904,0.0004801586,0.000001805495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980811,0.00006148165,0.00006224341,0.0000650167,0.000001761716,0.00002038396,0.0006397222,0.000004950482,0.001063346],"genre_scores_gemma":[0.9983312,0.0001296707,0.0001963074,0.00002413637,0.000001635378,0.00002427727,0.000656757,0.000001045331,0.0006349504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3152585,"threshold_uncertainty_score":0.6268469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004581893466528407,"score_gpt":0.2427886620731655,"score_spread":0.2382067686066371,"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."}}