How Hype and Celebrity Advice Distort Public Understand - Topic Citations
Topic ID: 58
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.
Celebrity Health Influence vs. Scientific Consensus
- ScienceDaily (McMaster University research)Reliability score: 82 | Accuracy score: 82
- ScienceDaily (McMaster University research)Reliability score: 82 | Accuracy score: 82
- PMC (NIH)Reliability score: 88 | Accuracy score: 75
- PMC (NIH)Reliability score: 88 | Accuracy score: 75
- American Council on Science and Health (ACSH)Reliability score: 58 | Accuracy score: 75
- American Council on Science and Health (ACSH)Reliability score: 58 | Accuracy score: 75
Media Hype Cycle (Breakthrough Framing, Premature Certainty)
- PMC (NIH) - previously established sourceReliability score: 88 | Accuracy score: 82
- PMC (NIH) - previously established sourceReliability score: 88 | Accuracy score: 82
Science Self-Correction Misread as Inconsistency
- SAGE Journals / already-established sourceReliability score: 85 | Accuracy score: 75
- SAGE Journals / already-established sourceReliability score: 85 | Accuracy score: 75
Cary Funk Pew Quote - Verified Exact Match
- National Academies Press / NCBI BookshelfReliability score: 93 | Accuracy score: 72
- National Academies Press / NCBI BookshelfReliability score: 93 | Accuracy score: 72