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Fig 1.

PCA on datasets.

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Fig 2.

Methodology flowchart.

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Table 1.

Feature correlation with funding success.

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Table 1 Expand

Table 2.

Semantic-model performance.

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Table 2 Expand

Table 3.

All_D performance.

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Table 3 Expand

Table 4.

Tech_D performance.

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Table 4 Expand

Table 5.

Market_D performance.

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Table 5 Expand

Fig 3.

Comparison of models’ accuracy.

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Fig 3 Expand