1. A method of grammar checking, the method comprising: receiving text through a communications network at a first computing device-based grammar checking facility from a second computing device, wherein the grammar checking facility automatically detects a plurality of possible grammatical errors in the text through software algorithms, and categorizes each of the detected plurality of possible grammatical errors as one of at least a high confidence possible error and a low confidence possible error, wherein a high confidence possible error is considered an identified error and a low confidence possible error is one the grammar checking facility can not determine exists with high enough certainty; providing, automatically from the first computing device-based grammar checking facility through the communications network to each of a plurality of human proofreader computing devices of a plurality of human proofreaders in a crowd-source population, at least one corresponding excerpt of the text containing a possible grammatical error categorized as a low confidence possible error as a result of the automated detection of the grammar checking facility so that an augmented error detection process is collectively performed by the plurality of human proofreaders in parallel for those grammatical errors categorized as low confidence possible errors to determine whether an actual error exists, wherein an error determined by a human proofreader to be an actual error is either corrected by the human proofreader to produce a correction result or is sent back to the grammar checking facility for automatic correction or for distribution as an identified error to at least one human proofreader; wherein the grammar checking facility may automatically correct at least some of the identified errors to produce corrected text portions; managing, by the grammar checking facility, the automatic distribution of at least some of the identified errors to the plurality of human proofreaders, so that a human augmented grammar correction is collectively performed by the plurality of human proofreaders in parallel to produce correction results, wherein each of the plurality of human proofreaders has an associated ranking and receives at least one corresponding excerpt of the text containing an identified error based on the associated ranking, and wherein each of the plurality of human proofreader computing devices is separate from the first computing device and the second computing device; receiving, by the grammar checking facility, the correction results of the plurality of human proofreaders and automatically incorporating the correction results with any automatically corrected text portions of the grammar checking facility to contribute to an at least one corrected version of the received text; and sending the at least one corrected version back to the second computing device.