Topic summary
81%12 analyzed articles/videos9,705 analyzed words
BS Summary: These Physics results contain 44 faulty reasoning types, including Optimism Bias, Unattributed Quote, and Overconfidence Bias, with Appeal to Authority as the most egregious example at 6% saturation with 2,264 hits. Analysis detected 23,160 faulty-reasoning hits from 37,557 analyzed words across 12 articles, generating a BS Score of 1.4% and a BS Rank of 15% (19,142 of 22,429 topics). This Physics is better (less manipulative) than 85.30% of the peer group.

Ranking context

Position among analyzed topics

15% percentile
025507510014.7% percentile
1.4% BS Score12 analyzed articles37.6K analyzed words

Reasoning profile

Selected profile versus the sitewide rate

TopicSitewideShared scale 0–50%
0.0%10%20%30%40%50%Framing EffectSitewide 26.9%Topic 3.6%3.6%Negativity BiasSitewide 19.2%Topic 3.1%3.1%Appeal to EmotionSitewide 15.9%Topic 2.4%2.4%In-Group BiasSitewide 6.9%Topic 0.0%0.0%Halo EffectSitewide 6.7%Topic 0.9%0.9%Hasty GeneralizationSitewide 8.1%Topic 2.7%2.7%Availability HeuristicSitewide 9.1%Topic 3.7%3.7%Confirmation BiasSitewide 7.5%Topic 2.2%2.2%Appeal to AuthoritySitewide 11.1%Topic 6.0%6.0%Unattributed QuoteSitewide 1.1%Topic 5.0%5.0%

Sitewide departure map

Above the diagonal means this profile uses the pattern more often

0.0%0.0%10%10%20%20%30%30%40%40%50%50%Framing Effect: Topic 3.6%, sitewide 26.9%Negativity Bias: Topic 3.1%, sitewide 19.2%Appeal to Emotion: Topic 2.4%, sitewide 15.9%Appeal to Authority: Topic 6.0%, sitewide 11.1%Availability Heuristic: Topic 3.7%, sitewide 9.1%Hasty Generalization: Topic 2.7%, sitewide 8.1%Confirmation Bias: Topic 2.2%, sitewide 7.5%In-Group Bias: Topic 0.0%, sitewide 6.9%Halo Effect: Topic 0.9%, sitewide 6.7%Optimism Bias: Topic 5.4%, sitewide 6.0%Biased Writer Voice: Topic 4.1%, sitewide 5.3%Anecdotal: Topic 1.9%, sitewide 5.2%Unattributed Quote: Topic 5.0%, sitewide 1.1%Overconfidence Bias: Topic 4.6%, sitewide 4.6%Anchoring Bias: Topic 1.0%, sitewide 4.0%Self-Serving Bias: Topic 0.6%, sitewide 3.7%Post Hoc (False Cause): Topic 1.8%, sitewide 3.3%Fundamental Attribution Error: Topic 0.1%, sitewide 2.7%Recency Bias: Topic 1.2%, sitewide 2.7%Loss Aversion: Topic 0.3%, sitewide 2.5%Bandwagon: Topic 0.3%, sitewide 2.2%Status Quo Bias: Topic 0.4%, sitewide 2.2%Ambiguity (Equivocation): Topic 2.0%, sitewide 0.8%Representativeness Heuristic: Topic 1.1%, sitewide 1.9%Framing EffectSitewide rateTopic rate

Analyzed articles and videos

UAPs Are Out There. This Physicist Is Convinced They’re Not Human—And He’s Trying to Prove It.42%
Popular Mechanics49%By Ashley Stimpson56%8/1/2026, 6:00:00 AM
Insects survive 1,213 feet of pressure under water, defying physics11%
Popular Science30%By Margherita Bassi19%7/23/2026, 11:00:00 AM
The worst solar storms could be far more powerful than we think, NASA study warns49%
Interesting Engineering73%By Munis Raza38%7/21/2026, 3:45:00 AM
A shoebox-sized satellite could expose hidden nuclear weapons in space53%
Science News23%By Emily Conover0%7/8/2026, 8:11:34 AM
New satellite system could detect nukes in space19%
Popular Science30%By Andrew Paul38%7/8/2026, 8:00:52 AM
A New Formula for Pi Is Here. And It’s Pushing Scientific Boundaries.24%
Popular Mechanics49%By Caroline Delbert0%7/7/2026, 11:38:23 AM
Researchers in Switzerland invent a new type of pixel38%
Popular Science30%By Sara Hashemi0%7/5/2026, 8:04:00 AM
CERN shuts down Large Hadron Collider until 2030, upgrading the atom smasher to its most powerful form yet16%
Live Science24%By Skyler Ware0%6/30/2026, 10:50:29 AM
Bone is a wonder material. Scientists are defying physics to mimic it for longer-lasting hip replacements5%
BBC85%By Sandrine Ceurstemont0%5/21/2026, 3:00:00 AM
How fast does ice falling from NYC rooftops go? Faster than you think.0%
Gothamist88%By Ryan Kost88%2/25/2026, 3:01:00 AM