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The approach is guided by a model for engaging a distributed population of observers in research activities through reporting, sharing and contributing labor and computing time under a collective enterprise organized around scientific discovery or gain.
However, wider use of the system will allow more rigorous assessment of the extent of training needed to maintain consistent results in a wider population of observers.
To do this, Procrustes statistics are calculated for all possible pairs of observers and Principal Coordinate Analysis is used to place all observers on a two-dimensional plot (known as the observer plot), along with a 95% confidence region defining the 'normal population' of observers.
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Our attempt is to assess the willingness of members of social networks to participate, as a distributed population of citizens lay observers and patients—in public health reporting about diabetes to augment clinical observation undertaken within structured samples.
The pre-publication history for this paper can be accessed here: http://www.biomedcentral.com/1471-2334/11/198/prepub We gratefully acknowledge the population of Ndombo, and all water contact observers, data entry clerks and cleaners for their essential contributions to the study.
Other studies must rely on smaller numbers of observers, who have trouble determining the size of a wild animal population.
This would allow us to simulate a pilot or ground observer, or a population of such individuals, with specified optical limitations.
A roomful of observers leaned in.
The panel of observers responded enthusiastically.
Different types of observers have been proposed, e.g., Luenberger observer [8], adaptive observer [9], high-gain observer [10].
The small crowd of observers was eclectic.
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