23. The method of claim 17 , further comprising grammar checking the assembled corrected text prior to transmitting the assembled corrected text to the second computing device.
17. 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, categorizes each grammatical error 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 the 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; automatically transmitting each of the plurality of possible grammatical errors categorized as low confidence errors from the grammar checking facility through the communications network to a plurality of human proofreader computing devices of a plurality of human proofreaders in a crowd-source population, where those grammatical errors categorized as low confidence errors are distributed in parallel amongst the plurality of human proofreader computer devices, wherein each of the plurality of possible grammatical errors categorized as low confidence errors is transmitted to at least one of the plurality of human proofreader computing devices for error identification where the grammar checking facility could not determine if the error exists with high enough certainty, wherein at least one of the possible grammatical errors categorized as low confidence errors is transmitted to at least two human proofreaders of the plurality of human proofreaders for assessment, wherein one of the at least two human proofreaders performs error identification and one of the at least two human proofreaders performs error correction, wherein the identified errors are corrected by at least one of the grammar checking facility to produce corrected text portions and at least one of the plurality of human proofreaders to produce correction results, 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, any correction results of the plurality of human proofreaders, and incorporating any correction results of the plurality of human proofreaders with any corrected text portions of the grammar checking facility to contribute to a corrected version of the text, wherein each of the plurality of human proofreaders has an associated ranking of quality of grammar checking, and if the resulting assessments of the at least two human proofreaders are inconsistent, then the corrected version of the text includes the assessment of the higher ranking human proofreader; and transmitting the assembled corrected text to the second computing device.