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intitle:
The document title intitle:"climate education"
ispublisher:
The publishing organization ispublisher:CAPE
insummary:
Summary and key findings insummary:"conflict of interest"
hasconcept:
Climate tags, frame/perspective and analysis type hasconcept:"Climate Justice"
geography:
Regions the document covers or discusses geography:Canada
doctype:
Document type doctype:report
lang:
Document language, as an ISO code lang:fr
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One record, by its directory id cidid:iisd-000297
Analysis TypePublication bias assessment
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  • The document serves as a technical appendix to a meta-analysis on generative AI misinformation. It details the risk of bias assessment for various randomized controlled trials using the Cochrane RoB 2 protocol, finding that most studies scored 'low' to 'moderate' for bias. It also describes tests for publication selection bias—including Egger's test and the Duval and Tweedie trim-and-fill method—across samples focusing on visual misinformation, corrective information, and content labeling, concluding that while some small-study effects may exist, they do not fully explain the observed effects. Additionally, it provides supplementary figures on the perception of GenAI misinformation and the efficacy of corrective information.

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    This summary is written by a language model reading the source document. It is not the publisher's words and is not a substitute for the original.

    International Panel on the Information Environment

    Document type: Research paper

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