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Recognition of biases and other artifacts by individual labs and organizations, such as the MicroArray Quality Control (MAQC) consortium, has led to the development of quality control standards that operate to ensure the utility of a well performed microarray experiment [ 16].
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Awareness and recognition of bias in registry data adds to its heuristic value for planning clinical research or guiding NICU policies.
The recognition of human biases can be trained to improve human-machine-interfaces and sustainability.
I do think that recognition of hindsight bias can change the way we respond to failure.
A recognition of this bias in judgment prompts the question, how much if at all we ought to care about equal opportunity norms for their own sakes, when their greater fulfillment comes at the cost of lesser fulfillment of other values.
Given the widespread recognition of allelic bias in RNA-Seq data, the approach outlined here is one of many possibilities for alleviating this artifact [ 14, 26, 27, 32, 33], but one particularly relevant for those utilizing LifeScope software to map and analyze reads generated by SOLiD sequencing.
Recognition of these potential biases can help improve study design and interpretation.
However, to use these data requires recognition of their many biases, uncertainties, and incompleteness, as well as other more minor inaccuracies (see Hittelman et al., 2001).
Furthermore, cultural awareness is important for cultural competence, which involves the recognition of one's biases, prejudices, and assumptions about individuals who are different [ 61].
Just as awareness of the potential for contamination of ancient samples has led to re-evaluation of the antiquity of 2Me-hopanes (Rasmussen et al., 2008; Brocks, 2011), recognition of potential analytical biases in hopanoid quantification will help different laboratories standardize methods and compare results.
Victoria's recognition of the male bias on campaigns was sparked by the question of how the women would urinate.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com