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Income Taxes - Reconciliation of the Statutory Tax Rates to the Effective Tax Rates (Details)
12 Months Ended
Aug. 31, 2019
Aug. 31, 2018
Aug. 31, 2017
Effective Income Tax Rate Reconciliation, Percent [Abstract]      
Statutory federal income tax rate 21.00% 25.70% 35.00%
State and local income taxes, net of federal income tax benefit (0.70%) 0.70% 12.10%
Patronage earnings (14.30%) (13.60%) 91.70%
Domestic production activities deduction (9.90%) (8.40%) 30.50%
Export activities at rates other than the U.S. statutory rate 0.20% 6.10% 51.60%
U.S. tax reform 0.00% (23.20%) 0.00%
Intercompany transfer of business assets 0.00% (6.10%) 0.00%
Increase in unrecognized tax benefits 0.20% 6.80% 0.00%
Valuation allowance 0.30% (3.40%) (77.10%)
Tax credits (0.40%) (0.70%) (22.80%)
Crack spread contingency 0.00% 0.00% 4.80%
Other 1.30% (0.80%) (7.00%)
Effective tax rate (1.50%) (15.50%) 164.40%