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Accrued Liabilities - Schedule of Accrued Liabilities (Details) - USD ($)
$ in Thousands
Jun. 30, 2020
Dec. 31, 2019
Jan. 31, 2018
Payables and Accruals [Abstract]      
Accrued interest – 11.25% Senior Notes $ 14,063 $ 14,063  
Accrued well costs 13,577 8,932  
Bonus payable 1,218 2,353  
Other 5,240 1,557  
Total accrued liabilities $ 34,098 $ 26,905  
11.25% Senior Notes      
Debt Instrument [Line Items]      
Debt instrument interest rate (as a percent) 11.25%   11.25%