{"id":"W2553842107","doi":"10.5751/es-01632-100222","title":"Resilience—Now More than Ever","year":2005,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storm; Tornado; Natural disaster; Resilience (materials science); Tropical cyclone; Geography; Climatology; Meteorology; Geology","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":[0.000754589,0.0007114114,0.0003819029,0.001056187,0.001324325,0.003921961,0.0006800859,0.002897578,0.08774683],"category_scores_gemma":[0.004453499,0.0002269525,0.0002530825,0.001024306,0.002066008,0.003435796,0.001378173,0.00363004,0.02513278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208758,"about_ca_system_score_gemma":0.0008610266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189206,"about_ca_topic_score_gemma":0.004155389,"domain_scores_codex":[0.9995158,0.00009432229,0.00004584625,0.0001168889,0.0001694622,0.00005774676],"domain_scores_gemma":[0.9971674,0.001045252,0.000245747,0.0001652646,0.000955548,0.0004208252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001189043,0.000003632214,0.00008358269,0.0001735416,0.000002863617,0.00004768378,0.00009545843,0.00001911542,0.0001387263,0.006229794,0.9494258,0.043768],"study_design_scores_gemma":[0.000001184471,0.00000366605,0.0002524055,0.0001338909,0.00000167856,0.00005250931,0.00007601954,0.000008666057,0.00004414552,0.001173755,0.9982486,0.000003540039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006290951,0.04260476,0.001167854,0.4474415,0.3215717,0.00004132813,0.0005231452,0.0002543016,0.1857663],"genre_scores_gemma":[0.02008233,0.0737483,0.001864574,0.08899059,0.2118354,0.00009770918,0.0007149944,0.0003595799,0.6023066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08774683,"threshold_uncertainty_score":0.2935424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330380799407501,"score_gpt":0.2954761756215604,"score_spread":0.2821723676274854,"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."}}