Decline of Public Scientific Literacy - Topic Citations
Topic ID: 8
Every citation has two independent 0-100 scores. The source Reliability score rates the general reliability of the outlet itself, regardless of the specific claim, based on an eight-tier scale running from primary government and international scientific bodies (CDC, WHO, NASA, IPCC) at the top, through peer-reviewed journals, wire services, mainstream science journalism, and advocacy organizations, down to tertiary references like Wikipedia and unverifiable or absent sources at the bottom.
The Accuracy score, by contrast, rates how well a specific citation supports topic statements — a citation from an excellent source can score low if misapplied or can score high if it precisely backs up topic statements.
Decline in K-12 Science Education & STEM Teacher Shortage
- The Conversation / AEIReliability score: 74 | Accuracy score: 75
- The Conversation / AEIReliability score: 74 | Accuracy score: 75
- arXiv (preprint)Reliability score: 72 | Accuracy score: 75
- arXiv (preprint)Reliability score: 72 | Accuracy score: 75
- Nature (Humanities and Social Sciences Communications)Reliability score: 88 | Accuracy score: 75
- Nature (Humanities and Social Sciences Communications)Reliability score: 88 | Accuracy score: 75
Declining Reading Literacy (NAEP)
- NCES (National Center for Education Statistics)Reliability score: 93 | Accuracy score: 75
- NCES (National Center for Education Statistics)Reliability score: 93 | Accuracy score: 75
- ChalkbeatReliability score: 78 | Accuracy score: 75
- ChalkbeatReliability score: 78 | Accuracy score: 75
- The HillReliability score: 72 | Accuracy score: 82
- The HillReliability score: 72 | Accuracy score: 82
Complexity Gap Between Experts and Public / Value of Scientific Literacy
- NCBI Bookshelf (National Academies)Reliability score: 94 | Accuracy score: 82
- NCBI Bookshelf (National Academies)Reliability score: 94 | Accuracy score: 82
- Taylor & Francis (International Journal of Science Education)Reliability score: 82 | Accuracy score: 75
- Taylor & Francis (International Journal of Science Education)Reliability score: 82 | Accuracy score: 75
