Topic summary
46% 2 analyzed articles/videos 1,128 analyzed words
BS Summary: These Material Science results contain 26 faulty reasoning types, including Appeal to Authority , Attempt to Sell a Product or Service , and Self-Serving Bias , with Optimism Bias as the most egregious example at 9.9% saturation with 445 hits . Analysis detected 3,093 faulty-reasoning hits from 4,512 analyzed words across 2 articles, generating a BS Score of 2.6% and a BS Rank of 56% (10,908 of 24,545 topics). This Material Science is worse (more manipulative) than 55.60% of the peer group. Material Science
Topic details
Total words: 4,512
Article count: 2
Authors
Ranking context Position among analyzed topics
56% percentile 0 25 50 75 100 55.6% percentile 2.6% BS Score2 analyzed articles4.5K analyzed words
Reasoning profile Selected profile versus the sitewide rate
Highest rates Largest gaps
Topic SitewideShared scale 0–50%
0.0% 10% 20% 30% 40% 50% Framing Effect Sitewide 26.9% Topic 6.7% 6.7% Negativity Bias Sitewide 19.2% Topic 1.0% 1.0% Appeal to Emotion Sitewide 15.9% Topic 3.4% 3.4% Attempt to Sell a Product… Sitewide 0.5% Topic 8.4% 8.4% Availability Heuristic Sitewide 9.1% Topic 2.1% 2.1% Hasty Generalization Sitewide 8.1% Topic 2.0% 2.0% Confirmation Bias Sitewide 7.5% Topic 2.1% 2.1% Halo Effect Sitewide 6.7% Topic 2.4% 2.4% Optimism Bias Sitewide 6.0% Topic 9.9% 9.9% Overconfidence Bias Sitewide 4.6% Topic 1.1% 1.1% 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 6.7%, sitewide 26.9% Negativity Bias: Topic 1.0%, sitewide 19.2% Appeal to Emotion: Topic 3.4%, sitewide 15.9% Appeal to Authority: Topic 8.6%, sitewide 11.1% Optimism Bias: Topic 9.9%, sitewide 6.0% Availability Heuristic: Topic 2.1%, sitewide 9.1% Attempt to Sell a Product or Service: Topic 8.4%, sitewide 0.5% Hasty Generalization: Topic 2.0%, sitewide 8.1% Confirmation Bias: Topic 2.1%, sitewide 7.5% Self-Serving Bias: Topic 7.2%, sitewide 3.7% Halo Effect: Topic 2.4%, sitewide 6.7% Biased Writer Voice: Topic 2.6%, sitewide 5.3% Overconfidence Bias: Topic 1.1%, sitewide 4.6% Anchoring Bias: Topic 1.2%, sitewide 4.0% Post Hoc (False Cause): Topic 0.4%, sitewide 3.3% Recency Bias: Topic 2.1%, sitewide 2.7% Status Quo Bias: Topic 0.3%, sitewide 2.2% Sunk Cost Effect: Topic 1.9%, sitewide 0.3% Representativeness Heuristic: Topic 0.7%, sitewide 1.9% Begging the Question: Topic 1.0%, sitewide 1.7% Unattributed Quote: Topic 1.3%, sitewide 1.1% Primacy Effect: Topic 0.2%, sitewide 0.9% Ambiguity (Equivocation): Topic 0.7%, sitewide 0.8% Burden of Proof: Topic 0.8%, sitewide 0.4% Framing Effect Sitewide rate Topic rate Analyzed articles and videos Sort by Most recent Article rank - best Article rank - worst