ClimateQ&A: Bridging the gap between climate scientists and the general
  public
Natalia De La Calzada Théo Alves Da Costa Annabelle Blangero Nicolas Chesneau
This research paper investigates public views on climate change and
biodiversity loss by analyzing questions asked to the ClimateQ&A platform.
ClimateQ&A is a conversational agent that uses LLMs to respond to queries based
on over 14,000 pages of scientific literature from the IPCC and IPBES reports.
Launched online in March 2023, the tool has gathered over 30,000 questions,
mainly from a French audience. Its chatbot interface allows for the free
formulation of questions related to nature*. While its main goal is to make
nature science more accessible, it also allows for the collection and analysis
of questions and their themes. Unlike traditional surveys involving closed
questions, this novel method offers a fresh perspective on individual
interrogations about nature. Running NLP clustering algorithms on a sample of
3,425 questions, we find that a significant 25.8% inquire about how climate
change and biodiversity loss will affect them personally (e.g., where they live
or vacation, their consumption habits) and the specific impacts of their
actions on nature (e.g., transportation or food choices). This suggests that
traditional methods of surveying may not identify all existing knowledge gaps,
and that relying solely on IPCC and IPBES reports may not address all
individual inquiries about climate and biodiversity, potentially affecting
public understanding and action on these issues. *we use 'nature' as an
umbrella term for 'climate change' and 'biodiversity loss'