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Recent graduates reflect that a focus on knowledge based attributes is less important once in practice when compared to final year.
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Science is knowledge based on hypothesis, experimentation and observation.
Is our knowledge based on multicultural research?
According to action regulatory theory "the regular mode of action regulation is knowledge based regulation" (Hacker, 2003, p. 105) and moreover actions are driven by different psychological characteristics/attributes.
Desirable attributes included good communication skills, eagerness to learn, empathy and having a good knowledge base while undesirable attributes included being unsafe, unwilling to learn, arrogant and unprofessional [ 10, 15].
Presently, the ontological knowledge base holds 4,809 spatial attributes from the NUTS and LOCODE lists, which corresponds to 95% of all the available aspects (275 from the ontology and 4,809 from the spatial list).
The second kind of evidence would be knowledge-based.
It is clear is that universities are knowledge-based organisations.
A can be viewed as a knowledge base in S, as each attribute or attribute subset can induce an equivalence relation on U.
Reasoning the face adjacency relations and the face attributes in the knowledge base and FORM, the parts are recognized.
Characteristics and behaviour that students would like to emulate as medical practitioners in the future included: 1) Clinical attributes: a good knowledge base; articulate history taking skills; the ability to explain and demonstrate skills at the appropriate level for students; and empathy, respect and genuine compassion for patients.
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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