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Learning from climate change news: Is the world on the same page?

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S4 Appendix. Feature selection. Further details on the feature selection process. (PDF) S5 Appendix. Experiments & performance. Tables detailing model experiments and the resulting performance. (PDF) Acknowledgments This study was presented at the Environmental Communication division of the 73rd Annual ICA (icahdq.org) Conference (ICA23). We are thankful for all the useful comments we received on this presentation. We thank the Center for Information Technology of the Univer- sity of Groningen for providing access to the Peregrine and Hábrók high-performance comput- ing clusters (rug.nl/society-business/centre-for-information-technology/research/services/ hpc/facilities/peregrine-hpc-cluster). Author Contributions Conceptualization: Stijn Eikelboom, Marc Esteve-Del-Valle, Malvina Nissim. Data curation: Stijn Eikelboom. Formal analysis: Stijn Eikelboom. Investigation: Stijn Eikelboom. Methodology: Stijn Eikelboom, Malvina Nissim. Project administration: Stijn Eikelboom, Marc Esteve-Del-Valle, Malvina Nissim. Resources: Stijn Eikelboom. Software: Stijn Eikelboom. Supervision: Marc Esteve-Del-Valle, Malvina Nissim. Validation: Stijn Eikelboom, Marc Esteve-Del-Valle, Malvina Nissim. Visualization: Stijn Eikelboom. Writing – original draft: Stijn Eikelboom. Writing – review & editing: Stijn Eikelboom, Marc Esteve-Del-Valle. References 1. Boykoff M, Luedecke G. Elite news coverage of climate change. In: Oxford Research Encyclopedia of Climate Science. Oxford University Press; 2016.

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2. Moser SC. Communicating climate change: history, challenges, process and future directions. Wiley Interdisciplinary Reviews: Climate Change. 2010; 1(1):31–53. 3. Carmichael JT, Brulle RJ. Elite cues, media coverage, and public concern: an integrated path analysis of public opinion on climate change, 2001–2013. Environmental Politics. 2017; 26(2):232–252. https:// doi.org/10.1080/09644016.2016.1263433 4. Weingart P, Guenther L. Science communication and the issue of trust. Journal of Science communica- tion. 2016; 15(5):C01. https://doi.org/10.22323/2.15050301 5. Carvalho A. Media (ted) discourses and climate change: a focus on political subjectivity and (dis) engagement. Wiley Interdisciplinary Reviews: Climate Change. 2010; 1(2):172–179. 6. Sietsma AJ, Ford JD, Callaghan MW, Minx JC. Progress in climate change adaptation research. Envi- ronmental Research Letters. 2021; 16(5):054038. https://doi.org/10.1088/1748-9326/abf7f3 PLOS ONE Learning from climate change news PLOS ONE | https://doi.org/10.1371/journal.pone.0297644 March 20, 2024 25 / 27