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We have designed prototypes of the following scaffolds: a concept mapper (orientation phase), a hypothesis scratchpad and a questioning scratchpad (conceptualization phase), an experiment design tool (investigation phase), a data interpreter (investigation phase), and a conclusion scaffold (conclusion phase).
Another client talked about the difficulties in contextualising tool outputs to local circumstances without a data interpreter and a clear strategy from senior NHS managers about how the tool should be used.
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When Twitter opened its firehose to this kind of analysis a few years back, it spawned an entire ecosystem of data interpreters, including Adobe Social, Brandwatch, Crimson Hexagon, Socialmetrix and DataSift itself, which was one of only a few companies allowed to sell the full Twitter firehose at one point.
Gradually, as geophysicists realized that the additional benefits provided by 3D seismic will improve stratigraphic interpretation of data; seismic interpreters quickly took advantage of this new insight by studying objects of different geologic origins and their spatial relationships.
Although positional calibration is a basic element of image analysis data flow, interpreters often face problems due to systematic or unsystematic errors in satellite images.
A city co-ordinator will be recruited for each of the 3 cities to oversee the day-to-day operation of the study in those cities; another, national coordinator will be hired to co-ordinate the entire study across cities. Research assistants will recruit subjects and collect data with interpreters as necessary.
In our data set, interpreters tended to prioritise the doctor's right to speak, as illustrated in figure 4. Rapid technological and demographic change has brought challenges to the consultation, which were not anticipated when the consultation models currently taught to students were developed.
(Large teaching hospital) The remaining hospitals had used these data for tailoring interpreter services.
The research assistant will obtain consent for participation and baseline data via the interpreter.
The number of hospitals using the data beyond refining interpreter services increased substantially from 11 to 21 after the regulation, including 13 that were stratifying quality performance measures related to a variety of clinical processes and outcomes.
These hospitals have also used these data to refine interpreter services by ensuring the language needs of the hospital population are met through adequate staffing and translation of patient resources.
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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