4.1K topics rankedBiased Writer Voice18.4% higher vs 1.1% lower

Signal gap atlas

Distance shows how strongly the high and low ends of the ranking separate.

High and low ranking signal comparisonHorizontal connected dots compare higher-score, lower-score, and overall rates for each reasoning signal.0%25%50%75%100%Biased Writer Voice1%18%Negativity BiasFraming EffectHasty GeneralizationAppeal to EmotionPost Hoc (False Cause)IndoctrinationConfirmation BiasPolitically Left Leaning BiasAvailability HeuristicPolitically Right Leaning BiasAnecdotal
Higher-score averageLower-score averageOverall average

Rank terrain

Position connects percentile, BS score, and the amount of supporting analysis.

BS score by ranking percentileDots show ranking examples. Horizontal position is percentile, vertical position is BS score, and dot size reflects supporting analyzed items.0255075100th0%5%10%Ranking percentileBS scoreVideo
Higher-score cohort

Video

Open summary →
Reasoning fingerprint for VideoA radial comparison of the selected example and the overall average across prominent reasoning signals.Biased Writer Vo…Framing EffectNegativity BiasHasty Generaliza…Appeal to EmotionPost Hoc (False …IndoctrinationConfirmation Bias
BS score3.9%
Percentile99%
Strongest shownFraming Effect · 19.2%
Selected exampleOverall average

Reading the view: the atlas compares group averages, the terrain shows only the ranking-edge examples supplied by the snapshot, and the fingerprint compares one selected example with the eligible-profile average.