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Equation 22 · Part 8 · A Chatbot Confessed to Being Built by a Company That Never Trained It

Numerator: bar I_c-I_0

Tc=Iˉc−I01−I0T_c=\frac{\bar I_c-I_0}{1-I_0}
Iˉc−I0\bar I_c-I_0

What this part means

The complete quantity above the fraction bar.

Its job in the formula

bar IcI_c-I0I_0 occurs above the fraction bar. The numerator is divided by the entire denominator below it.

The passage around this formula

Define the channel-attributable transfer rate for exposure class c∈\in\{V,H\} as TcT_c=Iˉc−I01−I0\frac{\bar I_c-I_0}{1-I_0} . This is a direct borrowing from the attributable-risk fraction used in outbreak epidemiology, where it measures what share of disease in an exposed group would disappear if the exposure were removed; here it measures what share of a model’s trait incidence would disappear if its exposure to the source artifact were removed, holding everything else about the model constant. TcT_c=0 means the exposed class shows the trait no more often than baseline: no signal. TcT_c=1 means every trait-negative case in the exposed class would have been positive under full exposure: the strongest…

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Learn the underlying idea

A fraction a/b means a divided by b. The top number is the numerator; the bottom number is the denominator, and it cannot be zero.

Open the illustrated fractions: division written vertically guide →

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