Two ways:
1. In the forms mode, look at the EIC worksheet. It will tell you what amount the EIC was looked up (calculated) on.
2. Get the EIC amount from line 66a of form 1040 or line 42a of 1040A. Then look that number up in the EIC table https://apps.irs.gov/app/vita/content/globalmedia/earned_income_credit_table_1040i.pdf
You are correct: scholarship is not used to calculate EIC. Just because scholarship is included on line 7 of forms 1040 & 1040A does not mean it was used for EIC.
Scholarship income cannot increase your EIC, but it can reduce it. The earned income credit is
first calculated (actually looked up in a table) on your earned income then it
is calculated on your total income (AGI). You get the lesser of the two calculated
EIC numbers.