Round 316

Round UUID: 3e4e2545-fc19-4074-af45-26b4cba33900

Prompt:

Using the following explicit rules, classify each entity as Fylaran or Qtharri:

1. If mean_magnetosphere_extent is greater than 5.1, classify as Fylaran.
2. If mean_magnetosphere_extent is less than 4.4, classify as Qtharri.
3. If mean_magnetosphere_extent is between 4.4 and 4.7: 
   a. Classify as Fylaran if mean_cloud_turbulence exceeds 350 AND mean_tidal_distortion is at least 450.
   b. Default to Qtharri if mean_cloud_turbulence and mean_tidal_distortion are both less than 300.
4. If mean_magnetosphere_extent is between 4.7 and 4.9:
   a. Classify as Fylaran if mean_core_density exceeds 0.87 AND mean_tidal_distortion ranges between 340 and 570.
   b. Classify as Qtharri if mean_surface_roughness is less than 200 AND mean_axial_symmetry falls below 300, overriding other conditions.
   c. For remaining cases in this range, classify as Fylaran if either mean_cloud_turbulence exceeds 400 OR mean_surface_roughness exceeds 400 AND mean_cloud_turbulence is at least 300.
5. If mean_magnetosphere_extent is between 4.9 and 5.1:
   a. Prioritize Fylaran if mean_cloud_turbulence is above 450 OR mean_tidal_distortion is between 450 and 500. Combine mean_orbital_radius greater than 3.0 for extra preference.
   b. For all other borderline entities in this magnetosphere range, classify as Qtharri if no conditions apply (mean_cloud_turbulence below 300).
6. If mean_tidal_distortion is less than 150 and mean_cloud_turbulence is less than 320, default classify as Qtharri unless mean_core_density exceeds 0.85.
7. Special rule: if mean_surface_roughness exceeds 450 AND mean_axial_symmetry exceeds 400 while mean_orbital_radius exceeds 3.0, assign Fylaran.
8. If mean_core_density is below 0.84 AND mean_tidal_distortion is below 370, prioritize Qtharri regardless of cloud_turbulence.
9. For all extreme conditions (mean_cloud_turbulence above 500 AND mean_tidal_distortion above 500): always prioritize Fylaran if mean_core_density is above 0.89.
10. Default rule: classify residual cases based on magnetosphere_extent proximity to range averages and fallback to Qtharri if magnetosphere_extent errors exceed 1.5 deviations from mean.

These refined rules aim to address specific misclassifications (particularly in false negatives) identified in prior rounds and reduce ambiguity in scenarios involving overlapping conditions.