{"query_echo":{"q":"","filters":{"analysis_type":["consensus paper"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'consensus paper' 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=consensus+paper","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":"rmi-000530","url":"https://climateinsightsdirectory.org/document/rmi-000530","title":"Assessing the Impact of Voluntary Actions on the Grid","publisher":{"name":"RMI","organization":"rmi"},"document_type":"research paper","language":"en","date_published":"2024-05-22","source_url":"https://rmi.org/resources/assessing-the-impact-of-voluntary-actions-on-the-grid/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document outlines a consensus framework for defining and measuring the impact of corporate voluntary actions on grid decarbonization, emphasizing that true impact is the difference in total emissions between a scenario where an action is taken and one where it is not. It highlights that total impact must account for both short-run power plant operations and long-run supply changes, while acknowledging that empirical verification of structural change remains difficult, leading to inherent uncertainty in impact estimates.","ai_generated":true,"unit":"rmi-000530#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Impact Advisory Initiative defines the true impact of a voluntary corporate action as the difference in total emissions between a scenario where the action occurred and one where it did not.","ai_generated":true,"unit":"rmi-000530#insight-1","date_modified":"2026-10-23"},{"text":"To fully capture the impact of an action, assessments must include the sum of various contributing effects over the intervention's lifetime, specifically covering changes to short-run power plant operations and long-run total supply of different plants.","ai_generated":true,"unit":"rmi-000530#insight-2","date_modified":"2026-10-23"},{"text":"There is currently no generally accepted method to empirically verify estimates of structural change, meaning any approach used to measure total impact contains potentially significant levels of uncertainty.","ai_generated":true,"unit":"rmi-000530#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Grid decarbonization","Power system reliability"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["consensus paper"]}]}