Debt (6.50% Exchangeable Senior Notes) (Details) - USD ($)		3 Months Ended
	May 06, 2024	Mar. 31, 2024	Apr. 18, 2024	Feb. 09, 2024	Dec. 31, 2023	Mar. 31, 2023	Aug. 19, 2022	Feb. 24, 2021
Debt Instrument [Line Items]
Common stock, par value (in dollars per share)		$ 0.01			$ 0.01
Common Stock | Subsequent Event
Debt Instrument [Line Items]
Cash consideration	$ 177,000,000
6.50% Exchangeable Senior Notes due 2026
Debt Instrument [Line Items]
Stated interest rate		6.50%			6.50%
6.50% Exchangeable Senior Notes due 2026 | Common Stock | Subsequent Event
Debt Instrument [Line Items]
Shares issued in connection with exchange for a portion of outstanding debt	9,784,538
5.875% Senior Notes due 2024
Debt Instrument [Line Items]
Debt instrument, face amount				$ 23,800,000
Stated interest rate				5.875%	5.875%		5.875%
Convertible Notes | 6.50% Exchangeable Senior Notes due 2026
Debt Instrument [Line Items]
Debt instrument, face amount								$ 230,000,000
Stated interest rate		6.50%			6.50%			6.50%
Debt instrument, maturity date		Feb. 23, 2026
Debt instrument, payment terms		Interest on the notes is payable semi-annually in arrears on March 1 and September 1 of each year, beginning on September 1, 2021.
Debt instrument, commencement date of first required payment		Sep. 01, 2021
Debt instrument, frequency of payment		semi-annually
Debt exchange, description		Subject to certain restrictions on share ownership and transfer, holders may exchange the notes at their option prior to the close of business on the business day immediately preceding November 25, 2025, but only under the following circumstances: (1) during the five consecutive business day period after any five consecutive trading day period, or the measurement period, in which the trading price per $1,000 principal amount of notes for each trading day of such measurement period was less than 98% of the product of the last reported sale price of the Company’s common stock and the exchange rate for the notes on each such trading day; or (2) upon the occurrence of certain specified corporate events. On or after November 25, 2025, until the close of business on the second scheduled trading day immediately preceding the maturity date of the notes, holders may exchange their notes at any time, regardless of the foregoing circumstances. Upon exchange of a note, GEO will pay or deliver, as the case may be, cash or a combination of cash and shares of the Company’s common stock. As of March 31, 2024, conditions had not been met to exchange the notes.
Debt instrument, initial conversion rate per $1,000 principal amount		108.4011
Debt instrument, initial conversion price		$ 9.225				$ 9.225
Percentage of principal amount of notes to be purchased		100.00%
Convertible Notes | 6.50% Exchangeable Senior Notes due 2026 | Subsequent Event
Debt Instrument [Line Items]
Debt instrument, face amount	$ 177,000,000
Debt instrument converted amount	$ 325,000,000
Convertible Notes | 6.50% Exchangeable Senior Notes due 2026 | Maximum
Debt Instrument [Line Items]
Percentage of trading price per $1,000 principal amount against last reported sale price and exchange rate of notes		98.00%
Convertible Notes | 6.50% Exchangeable Senior Notes due 2026 | Over-Allotment Option
Debt Instrument [Line Items]
Debt instrument, face amount								$ 30,000,000
Senior Notes | Subsequent Event
Debt Instrument [Line Items]
Debt instrument, face amount			$ 1,275,000,000
Senior Notes | 6.50% Exchangeable Senior Notes due 2026
Debt Instrument [Line Items]
Stated interest rate		6.50%
Senior Notes | 5.875% Senior Notes due 2024
Debt Instrument [Line Items]
Stated interest rate		5.875%			5.875%
Redemption of outstanding amount		$ 194,000,000.0