Sequence Partition & Token Diagnostics
Interactive Token Partition Map (● Green List | ● Red List):
45 Tokens
Token: Recent
Idx: 0
Hash Seed (h): 0x8f2a1b
Partition: Green List (Accepted)
Logit Shift: +2.00
Perturbation & Paraphrase Stress-Tester
0% Signal Decay
Null Hypothesis Detection Test (z-Score)
H₀: Human text vs H₁: Watermarked
High Confidence Watermarked
p = 2.85e-05
Green token frequency exceeds Gaussian null expectation at α = 0.01.
Observed z-Score
4.0249
Critical z_α: 2.3263
Green Ratio (|G|/T)
80.0%
36 / 45 Tokens
False Positive Risk
0.003%
1 in ~35,000 papers
Null Hypothesis Normal Distribution N(0,1):
Academic Integrity Note: Low-entropy boilerplate text (e.g. standard chemical synthesis protocols or mathematical equations) naturally constrains vocabulary, increasing false positive probabilities under uncalibrated watermarking thresholds.