Round 304

Round UUID: 5968671e-cfdb-4b84-b6c8-73face6feedb

Prompt:

Given Entity Data with features FizzIntensity and ColourShift, label the sample as 'Effective' or 'Ineffective' by following these explicit and revised rules:

1. Label as 'Effective' if any of the following is true:
  a. FizzIntensity is at least 60 (FizzIntensity >= 60), regardless of ColourShift.
  b. FizzIntensity is at least 44 and less than 60 (44 <= FizzIntensity < 60) AND ColourShift is less than or equal to 16.0 (ColourShift <= 16.0).
  c. FizzIntensity is at least 32 and less than 44 (32 <= FizzIntensity < 44) AND ColourShift is less than or equal to 10.5 (ColourShift <= 10.5).

2. Additional Exception:
  a. If FizzIntensity is between 32 and 34 (32 <= FizzIntensity < 34) AND ColourShift is less than 6.0 (ColourShift < 6.0), label as 'Ineffective'.

3. Otherwise, label the sample as 'Ineffective'.

Further clarifications:
- Do NOT label as 'Effective' if FizzIntensity is less than 32, regardless of ColourShift.
- For FizzIntensity between 44 and 60, only allow 'Effective' if ColourShift <= 16.0.
- For FizzIntensity between 32 and 44, only allow 'Effective' if ColourShift <= 10.5, unless the exception in 2a applies.
- For all other cases, label as 'Ineffective'.

Follow these rules exactly—no exceptions or guessing. Output only 'Effective' or 'Ineffective' for each sample.