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performed the IUCN conservation status estimates and the model validation analysis.

Additional file 1 Validation analysis for SA6.

To validate the three-dimensional model, 3-factor confirmatory WLS factor analysis was executed in validation sample B. The 3-factor model showed good fit to the data (CFI =.97; TLI =.97; RMSEA =.023) when factors were allowed to correlate (r(Physics, Chemistry) =.76; r(Physics, Biology) =.57; r(Chemistry, Biology) =.51).

K.D. and R.K. performed the probit regression and cross-validation analysis.

ADMIXTURE cross-validation analysis.

Each cross-validation analysis comprised two steps.

We executed the analysis 25 times.

In order to execute content analysis, DICTION software was used.

FYM executed statistical analysis.

SY HK LOM EL executed data analysis.

JDW executed literature bioinformatics analysis.