Semantic Dilution & Label Creep Analyzer

01 Discourse Label Selection

Target Vocabulary / Label

Standard Presets

02 Saturation & Boundary Strictness

Application Frequency (Saturation Rate) 85/100

Velocity at which the label is applied across broad groups without evidence verification.

Threshold Strictness (Boundary Precision) 15/100

Stringency of criteria required before applying the label. Lower values induce label creep.

Base Semantic Weight 95%

Original diagnostic severity and descriptive power of the vocabulary term.

Effective Meaning Retained 12.4% Signal loss: -87.6%

Semantic Half-Life 14.5 Days Time until diagnostic utility halves

Informational Entropy High (Low Signal) Discourse saturation threshold breached

Decay Dynamics: "Far-Right Extremist"

Lexical signal retention over 60 simulated exposure cycles

Retained Signal Curve

Noise Floor (20%)

Semantic Half-Life (t½)

Linguistic Diagnosis

Severely Diluted (Noise State)

Raise verification threshold and restrict application to verified empirical criteria.