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. 2025 Aug 22;15:30866. doi: 10.1038/s41598-025-15982-x

Table 4.

Gradient similarity distribution.

α interval Percentage of nodes with dynamic weights Percentage of randomly weighted nodes Quality level Weighting gain
[-1.0,0.0) 3.2% 48.7% Deleterious  × 0.2
[0.0,0.3) 11.5% 25.2% Low quality  × 0.5
[0.3,0.6) 18.3% 15.6% Neutral  × 1.0
[0.6,0.9) 54.1% 8.5% High quality  × 1.8
[0.9,1.0] 12.9% 2.0% Excellent quality  × 2.5