Predictability
How expected each word sequence appears statistically.
Backed by measurable writing signals
What detectors measure and why flags happen.
Most detectors rely on patterns, not direct model attribution.
How expected each word sequence appears statistically.
Distribution changes in sentence complexity and rhythm.
Lexical and syntactic tendencies across the document.
| Dimensao | Antes | Depois |
|---|---|---|
| Detector output | Absolute judgment | Probabilistic signal estimate |
| Decision model | One-score acceptance | Context + revision-based review |
| User action | Accept or reject | Inspect, revise, and re-check |
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