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The phrase "a responsibility to evaluate" is correct and usable in written English.
You can use it when discussing obligations or duties related to assessing or analyzing something.
Example: "As a project manager, I have a responsibility to evaluate the team's performance regularly to ensure we meet our goals."
Alternatives: "an obligation to assess" or "a duty to review".
Exact(3)
I have a responsibility to evaluate our performance, both our operational work and our analytical tradecraft.
There is general recognition that industry has a responsibility to evaluate its commercial products, especially chemicals such as pesticides, for their possible environmental impacts.
Its first page presented the argument that students have a responsibility to evaluate learning environments for the benefit of subsequent students and warned that failure to do so might result in students being debarred from using the IT system, although that sanction was never applied.
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Medical educators have a major responsibility to evaluate the clinical competency of medical students and residents and to provide them with timely and useful feedback to ensure their continued progress and correction of shortcomings.
Dr. Robert Smith, director of screening at the American Cancer Society, said, "Those of us who have the responsibility to evaluate have to find a way to get answers about efficacy much faster than in 10 to 15 years".
As a research community, we have the expertise and responsibility to evaluate our health research human resources and should strive to build a stronger knowledge base to inform future investment in HSPR research capacity.
The Information Technology Security Office has the responsibility to evaluate incidents for potential of a breach of institutional information, including personally identifiable information held by university, and, when necessary, initiate the Data Privacy Incident Response Team DPIRTT) process.
Where such recusal is required, the recusing party must also notify his or her supervisor, department chair or dean, so that such chair, dean or supervisor can exercise his or her responsibility to evaluate the adequacy of the alternative supervisory or evaluative arrangements to be put in place.
The modalities to be put in place can replicate similar safeguards established in Data and Safety Monitoring Boards that have the responsibility to evaluate whether alleged adverse events are sufficiently compelling to stop a trial.
As part of a list of motherhood-and-apple pie goals that include conducting basic research and helping the public understand the value of investing in science, the bill gives NSF the responsibility "to evaluate scientific research programs undertaken by [other] agencies of the federal government".
That is precisely why it is their responsibility to evaluate teacher performance and is not the responsibility of other teachers.
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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