{"query_echo":{"q":"","filters":{"analysis_type":["persona-based scenario"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'persona-based scenario' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=persona-based+scenario","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"cdkn-000769","url":"https://climateinsightsdirectory.org/document/cdkn-000769","title":"south-asia-02-seema-285947a0596b7eb3.pdf","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"guide","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/South-Asia-02-Seema.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document presents a character profile of a 32-year-old woman who is the primary breadwinner through informal cleaning work while experiencing domestic violence and unemployment within her household. It outlines how floods impact her specifically through waterlogging that hinders her ability to work, causing income loss and health issues for her children due to overflowing drains. The scenario highlights barriers to disaster participation, such as lack of childcare and time, and identifies specific needs including information on evacuation routes, safety net schemes, and training in waste management, urban farming, and biogas technologies to reduce costs.","ai_generated":true,"unit":"cdkn-000769#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The persona faces significant barriers to participating in community disaster management meetings, specifically a lack of time and the absence of childcare cover, necessitated by the need to work extra hours.","ai_generated":true,"unit":"cdkn-000769#insight-1","date_modified":"2026-10-23"}],"climate_tags":["flood","urban agriculture","waste management","disaster risk reduction"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["persona-based scenario"]}]}