Post-mandate, I've been submitting to closed access journals and getting OA on the side for free due to the mandate. Pre-mandate, I only submitted to paid OA journals, and paid ~ $3k each time for it.
The article claims the solution is "every government grant should stipulate that the research it supports can’t be published in a for-profit journal. That’s it! If the public paid for it, it shouldn’t be paywalled." That's an equivocation fallacy. Whether a for-profit journal publishes the work at some point is orthogonal to whether it is available un-paywalled, which it now must be.
You say that publishers replaced subscription fees with APC charges, but I haven't seen this happening when I've submitted papers recently. Journals need new submissions or they lose mindshare. Authors are price-sensitive and will shop around. Starting a new journal isn't that hard (it can been done as a side project) so high margins will likely be undercut. I have no idea why the author chose to pay a $12k APC; they probably didn't need to. Finally, closed-access journals will have residual subscription income from their closed-access archives for many decades; if the author wants to kill that income stream off, their proposed solution will not do it. So while I agree with the article's condemnation of the publishers, who are certainly no friends of science, I think it's wildly off-base on pretty much every other point.
Author-pays APCs are even potentially a good thing as long as they aren't much higher than the cost of publication. Universal APCs would provide some pressure against publishing many low-value papers that aren't really worth the time it takes to read them. The paper spam is kind of getting out of control.
The article's discussion of how the open access mandate works is wrong. Federally funded research, when published (even in a closed-access journal) must be deposited in https://pmc.ncbi.nlm.nih.gov/ or a similar repository.
Edit: OA advocates have won pretty much everything we wanted, there's not much left to be outraged over.
Evaluating a function using a densely spaced grid and plotting it does work. This is brute-force search. You will see the global minima immediately in the way you describe, provided your grid is dense enough to capture all local variation.
It's just that when the function is implemented on the computer, evaluating so many points takes a long time, and using a more sophisticated optimization algorithm that exploits information like the gradient is almost always faster. In physical reality all the points already exist, so if they can be observed cheaply the brute force approach works well.
Edit: Your question was good. Asking superficially-naive questions like that is often a fruitful starting point for coming up with new tricks to solve seemingly-intractable problems.
> Discussions with different stakeholders suggest that many currently perceive systematic fraudulent science as something that occurs only in the periphery of the “real” scientific enterprise, that is, outside OECD countries. Accumulating evidence shows that systematic production of low quality and fraudulent science can occur anywhere.
From supplement (section about the output of the "ARDA" paper mill):
> We obtained 20,638 documents and were able to impute country of authorship for 13,288 documents (64.4%). Of these documents, more than half were solely from India (26.4%), Iraq (19.3%), or Indonesia (12.2%).
The identity and reputation of the authors, and the publication venue, is (for now) still a strong signal when evaluating the credibility of an article.
The article is spot-on though in that there is a real risk of paper mills infecting formerly reliable journals, and this is not helped by the publishers' commercialism. For example, it used to be easy to ignore Hindawi journals (they are characteristically low quality); then Wiley started publishing them under its own brand. The good is now mixed with the bad under the same label. Practicing scientists can fall back on whether they know the authors personally but that doesn't really help non-practicing professionals or the general public.
True, but the RF coils do get turned on & off. Heating of non-magnetic metal from the radio waves used for scanning is another concern, not just magnetic force.
> Or, better yet, the gay satanic-panic currently gripping half the country, and the insane culture war being waged around it. You can't actually believe that all those people who have strong opinions about it have been somehow personally wronged by homosexuals.
Or the satanic panic over Dungeons & Dragons in the 1980s. One of the cops ("school resource officers") in the middle school I went to still believed in that nonsense and it was the early 2000s by that point.
This is really cool and has a lot of potential. Academic papers are dense and heavily cross-referenced, so experimenting with new display formats that do more to help the reader could make researchers a lot more productive. For example, citation tooltips are a big time saver compared to cross-referencing the bibliography. However, it's also beneficial for every paper to look the same because this makes skimming easier. To get both innovation and consistency is to develop tools, like Arxiv Vanity, that automatically transform the source document. This example makes me hopeful that we'll someday have similar tools for the commercial publishers' papers.
As for immediate tweaks, I tentatively suggest making the text 100% black (like the original PDF) instead of rgba(0, 0, 0, 0.8). The higher contrast will help those of us with less-than-great eyes.
The article claims the solution is "every government grant should stipulate that the research it supports can’t be published in a for-profit journal. That’s it! If the public paid for it, it shouldn’t be paywalled." That's an equivocation fallacy. Whether a for-profit journal publishes the work at some point is orthogonal to whether it is available un-paywalled, which it now must be.
You say that publishers replaced subscription fees with APC charges, but I haven't seen this happening when I've submitted papers recently. Journals need new submissions or they lose mindshare. Authors are price-sensitive and will shop around. Starting a new journal isn't that hard (it can been done as a side project) so high margins will likely be undercut. I have no idea why the author chose to pay a $12k APC; they probably didn't need to. Finally, closed-access journals will have residual subscription income from their closed-access archives for many decades; if the author wants to kill that income stream off, their proposed solution will not do it. So while I agree with the article's condemnation of the publishers, who are certainly no friends of science, I think it's wildly off-base on pretty much every other point.
Author-pays APCs are even potentially a good thing as long as they aren't much higher than the cost of publication. Universal APCs would provide some pressure against publishing many low-value papers that aren't really worth the time it takes to read them. The paper spam is kind of getting out of control.