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Scholarly sources and high-quality non-scholarly sources are generally better than news reports for academic topics (see § Scholarship, above). Press releases from organizations or journals are often used by newspapers with minimal change; such sources are churnalism and should not be treated differently than the underlying press release.
Unless the source exercises editorial control, e-prints and conference abstracts should be considered to be self-published. The above questions can be used to consider the reliability of self-published scientific material. See the policy on self-published sources at WP:SPS. Many of them are also primary sources, which should be treated with ...
a list of pre-approved sources that can always be used without regard for the ordinary rules of editing; a list of banned sources that can never be used or should be removed on sight; a list of biased or unbiased sources; a list of sources that are guaranteed to be correct regardless of context; a list of every source that has been discussed
A reliable source is one that presents a well-reasoned theory or argument supported by strong evidence. Reliable sources include scholarly, peer-reviewed articles or books written by researchers for students and researchers, which can be found in academic databases and search engines like JSTOR and Google Scholar.
A self-published source can be independent, authoritative, high-quality, accurate, fact-checked, and expert-approved. Self-published sources can be reliable, and they can be used (but not for third-party claims about living people). Sometimes, a self-published source is even the best possible source or among the best sources. For example:
Research papers, particularly the one research paper students write in their eleventh grade, have always been an integral part of high school education [4].They stress the need to verify information and teach students how to evaluate sources critically, and as a result, teachers have developed various criteria to help students identify credible sources, an especially important skill in the ...
People Magazine does have fact checkers, although possibly intern or junior new hire level I think, but then you have this anecdote which tells of a case of an article mentioning Abe Vigoda. A "top editor" added "the late" in front of Vigoda's name (Vigoda was alive).
This page in a nutshell: Cite reviews, don't write them. Appropriate sources for discussing the natural sciences include comprehensive reviews in independent, reliable published sources, such as recent peer reviewed articles in reputable scientific journals, statements and reports from reputable expert bodies, widely recognized standard textbooks written by experts in a field, or standard ...