9.4K authors rankedFraming Effect21.7% higher vs 59.9% 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%Framing Effect60%22%Attempt to Sell a Product or ServiceNegativity BiasAppeal to AuthorityHalo EffectIn-Group BiasAvailability HeuristicPolitically Right Leaning BiasPrimacy EffectHasty GeneralizationLoss AversionAppeal to Emotion
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%50%100%Ranking percentileBS scoreSarah Matthews
Higher-score cohort

Sarah Matthews

Open summary →
Reasoning fingerprint for Sarah MatthewsA radial comparison of the selected example and the overall average across prominent reasoning signals.Framing EffectNegativity BiasBiased Writer Vo…Attempt to Sell …Appeal to Author…Hasty Generaliza…Appeal to EmotionHalo Effect
BS score100.0%
Percentile100%
Strongest shownNegativity Bias · 77.4%
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.