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We designed contact-dependent potential (CDP). Two residues, with sequence separation equal to or larger than 6, are considered to be in-contact if their Euclidean distance is less than 9 Å in the 3D space. Therefore, the M, freference, and fobserved for the CDP for any two residues (each represented by their Cα or Cβ atom and each belonging to 20 residue-type classes cj) being in-contact are defined as:

For the ith and jth residues (represented by Cα or Cβ atoms) with residue type Ri and cj, suppose they have a specific class combination (ss, cj), we define  fi(ss, cj) as the number of occurrences of that combination of states for residue type Ri (one occurrence number is generated for a residue type, with in total 20 occurrence numbers generated for 20 amino acid types).

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