WEBVTT - How does scientific peer review work? 

0:00:07.840 --> 0:00:10.840
<v Speaker 1>Science is supposed to be our best way of revealing

0:00:10.840 --> 0:00:14.360
<v Speaker 1>the truth about the universe. But science is constantly being

0:00:14.440 --> 0:00:17.920
<v Speaker 1>updated and corrected, and sometimes we learn after the fact

0:00:17.960 --> 0:00:20.439
<v Speaker 1>that a study was flawed or even was shoddy to

0:00:20.480 --> 0:00:20.920
<v Speaker 1>begin with.

0:00:21.480 --> 0:00:23.880
<v Speaker 2>So how do scientists decide.

0:00:23.440 --> 0:00:26.560
<v Speaker 1>Whether a new result is robust or not? And how

0:00:26.600 --> 0:00:29.000
<v Speaker 1>does the general public know when the science is settled

0:00:29.160 --> 0:00:32.559
<v Speaker 1>or about to be upended. No system is perfect, but

0:00:32.600 --> 0:00:34.800
<v Speaker 1>it's important that the process is transparent.

0:00:35.240 --> 0:00:36.080
<v Speaker 2>So today we're.

0:00:35.920 --> 0:00:37.920
<v Speaker 1>Going to shine a light on the inner workings of

0:00:37.920 --> 0:00:41.280
<v Speaker 1>one of the crucial parts of the scientific process, peer review.

0:00:41.960 --> 0:00:44.960
<v Speaker 1>How does it work? Who are these peers? Can peer

0:00:45.000 --> 0:00:48.200
<v Speaker 1>reviewed papers be wrong? And does that mean that all

0:00:48.280 --> 0:00:52.320
<v Speaker 1>of science is questionable? Welcome to Daniel and Kelly's peer

0:00:52.360 --> 0:01:06.800
<v Speaker 1>reviewed universe. Hi.

0:01:07.040 --> 0:01:10.639
<v Speaker 3>I'm Daniel. I'm a particle physicist and I've published over

0:01:10.720 --> 0:01:14.160
<v Speaker 3>a thousand papers, but haven't read most of them.

0:01:14.360 --> 0:01:14.520
<v Speaker 4>Hi.

0:01:14.600 --> 0:01:18.600
<v Speaker 2>I'm Kelly Wieder Smith and I'm confused. What does that mean? Daniel?

0:01:18.640 --> 0:01:21.839
<v Speaker 2>How have you published over a thousand papers at the LHC.

0:01:22.040 --> 0:01:27.360
<v Speaker 1>Does everybody who is reading Oh that's cheating, man, that's cheating.

0:01:27.600 --> 0:01:31.280
<v Speaker 3>Well, the way the collaboration works is everybody who's contributed

0:01:31.319 --> 0:01:33.559
<v Speaker 3>to the project is an author. And when you're an author,

0:01:34.040 --> 0:01:37.119
<v Speaker 3>you get included on every paper that comes out during

0:01:37.160 --> 0:01:40.959
<v Speaker 3>your authorship period. And ATLAS is a huge collaboration of

0:01:41.000 --> 0:01:43.039
<v Speaker 3>lots of clever people. We put out about one hundred

0:01:43.040 --> 0:01:45.959
<v Speaker 3>papers a year. Every single one has my name on it,

0:01:46.000 --> 0:01:48.400
<v Speaker 3>and I haven't read most of them. I couldn't even

0:01:48.440 --> 0:01:50.280
<v Speaker 3>explain the titles of some of them to you.

0:01:50.840 --> 0:01:54.480
<v Speaker 1>So in my so fields have their own cultures. In

0:01:54.520 --> 0:02:00.720
<v Speaker 1>my field, in my culture, that would ethically not be okay.

0:02:01.120 --> 0:02:03.680
<v Speaker 1>You should be responsible for what is in every paper

0:02:03.960 --> 0:02:06.120
<v Speaker 1>that your name is on, in my opinion.

0:02:06.080 --> 0:02:09.400
<v Speaker 3>And I was in another collaboration previously where things work differently,

0:02:09.440 --> 0:02:11.720
<v Speaker 3>where you weren't an author on a paper unless you

0:02:11.800 --> 0:02:14.200
<v Speaker 3>asked to be, and nobody questioned it. If you had

0:02:14.200 --> 0:02:16.040
<v Speaker 3>the right to be an author, if you were on

0:02:16.080 --> 0:02:17.560
<v Speaker 3>the list, you could be. But it was an opt

0:02:17.600 --> 0:02:20.160
<v Speaker 3>in and I thought that was much better. The lengths

0:02:20.160 --> 0:02:22.960
<v Speaker 3>of all the list was shorter, and authorship meant something.

0:02:23.760 --> 0:02:26.360
<v Speaker 3>But here you can ask to be removed, but you

0:02:26.360 --> 0:02:28.080
<v Speaker 3>have to go through this process and it would be

0:02:28.080 --> 0:02:30.640
<v Speaker 3>like I'd be doing it twice a week every week.

0:02:30.720 --> 0:02:35.120
<v Speaker 1>So wow, So what does your CV include all of

0:02:35.160 --> 0:02:37.520
<v Speaker 1>those papers or just the ones that you feel you've

0:02:37.560 --> 0:02:39.160
<v Speaker 1>actually contributed to, So.

0:02:39.080 --> 0:02:41.880
<v Speaker 3>That depends the CV I make and share. People only

0:02:41.919 --> 0:02:44.839
<v Speaker 3>includes papers that I actually did anything on, or had

0:02:44.880 --> 0:02:48.840
<v Speaker 3>ideas for, or really contributed to. But sometimes an institution

0:02:49.120 --> 0:02:52.200
<v Speaker 3>wants a list of your official papers, and then I

0:02:52.280 --> 0:02:54.600
<v Speaker 3>have to like include all I don't even know the

0:02:54.680 --> 0:02:57.079
<v Speaker 3>number one thousand plus papers at this point.

0:02:57.320 --> 0:02:58.080
<v Speaker 2>Oh poor dude.

0:02:58.440 --> 0:03:01.240
<v Speaker 3>Now, so.

0:03:02.800 --> 0:03:04.320
<v Speaker 2>How do you get them? Ball? Do you just copy

0:03:04.400 --> 0:03:05.400
<v Speaker 2>them from Google Scholar?

0:03:05.880 --> 0:03:08.880
<v Speaker 3>Yeah, Particle physics is pretty good at automation and stuff

0:03:08.919 --> 0:03:12.760
<v Speaker 3>like this, so we have our own databases of papers

0:03:12.800 --> 0:03:14.760
<v Speaker 3>and it's pretty easy to download that kind of stuff.

0:03:15.120 --> 0:03:17.480
<v Speaker 3>But yeah, it's pretty tough to have so many papers.

0:03:17.840 --> 0:03:20.600
<v Speaker 2>Oh, so many pages you have to print out. The

0:03:20.680 --> 0:03:23.160
<v Speaker 2>file for the PDA for your resume is so big.

0:03:23.720 --> 0:03:25.600
<v Speaker 3>How about you, Kelly, how many papers do you haven't?

0:03:25.680 --> 0:03:27.639
<v Speaker 3>Have you finished that paper from your thesis yet?

0:03:27.919 --> 0:03:32.000
<v Speaker 2>Oh I'm feeling angry now, Dan, I have not.

0:03:32.800 --> 0:03:36.200
<v Speaker 1>I've been busy with other things, including my new Ducks

0:03:36.240 --> 0:03:39.800
<v Speaker 1>and geese. But when goats and goats, which I won't

0:03:39.840 --> 0:03:40.200
<v Speaker 1>mention of.

0:03:40.200 --> 0:03:42.400
<v Speaker 3>My co authors, do your ducks and geese and goats?

0:03:42.520 --> 0:03:46.440
<v Speaker 3>Go on your CV. That's my question. No, uh, students supervised?

0:03:46.480 --> 0:03:46.720
<v Speaker 3>Come on?

0:03:46.960 --> 0:03:48.600
<v Speaker 2>Oh yeah, no, I've got that list.

0:03:48.720 --> 0:03:53.800
<v Speaker 1>But in the Great, the Great Goat, I think I've

0:03:53.840 --> 0:03:56.160
<v Speaker 1>got I haven't I haven't counted. I think I've got

0:03:56.240 --> 0:03:59.800
<v Speaker 1>something like thirty that. My pace has slowed since I

0:04:00.560 --> 0:04:03.160
<v Speaker 1>writing POPSI, but you know I still get a couple

0:04:03.200 --> 0:04:03.880
<v Speaker 1>in there Every year.

0:04:04.240 --> 0:04:07.400
<v Speaker 3>My CV has something whimsical and unseerious on it. Yours

0:04:07.560 --> 0:04:08.840
<v Speaker 3>is totally professional.

0:04:09.440 --> 0:04:16.839
<v Speaker 2>Ah, yes, what whimsical thing do you have on yours?

0:04:17.120 --> 0:04:17.240
<v Speaker 4>Oh?

0:04:17.360 --> 0:04:19.120
<v Speaker 3>I'm just gonna leave that as an easter eggs. Oh.

0:04:19.279 --> 0:04:21.000
<v Speaker 3>I put it in there to see if anybody actually

0:04:21.040 --> 0:04:23.560
<v Speaker 3>reads my CV, because if they don't respond to that,

0:04:23.680 --> 0:04:26.120
<v Speaker 3>I'm like, hmm, you didn't really read it. Okay, yeah

0:04:26.400 --> 0:04:26.840
<v Speaker 3>check it out.

0:04:26.880 --> 0:04:29.120
<v Speaker 2>All right, Well, I'll be looking up your CV. Do

0:04:29.120 --> 0:04:30.440
<v Speaker 2>you haven't updated? Here's the question.

0:04:30.960 --> 0:04:34.320
<v Speaker 1>Most scholars don't update their CV, but like once every

0:04:34.360 --> 0:04:35.000
<v Speaker 1>half decade.

0:04:35.960 --> 0:04:37.960
<v Speaker 2>Is your online CV updated?

0:04:38.800 --> 0:04:40.520
<v Speaker 3>Yeah? I think I updated a couple months ago.

0:04:40.720 --> 0:04:42.680
<v Speaker 2>Oh all right, bravo, good out.

0:04:43.560 --> 0:04:45.799
<v Speaker 1>All right, Well today we're not talking about the thousands

0:04:45.839 --> 0:04:48.559
<v Speaker 1>of publications that Daniel has, but we're all very proud

0:04:48.600 --> 0:04:50.359
<v Speaker 1>of Daniel for all of his hard.

0:04:50.200 --> 0:04:54.279
<v Speaker 3>Work, or the tens of geese and ducks that Kelly

0:04:54.400 --> 0:04:56.600
<v Speaker 3>is currently raising, though we're very proud of her and

0:04:56.720 --> 0:04:58.680
<v Speaker 3>her literally extended family.

0:04:58.920 --> 0:05:01.720
<v Speaker 1>Well, I don't have that many, and I wouldn't claim

0:05:01.839 --> 0:05:03.840
<v Speaker 1>other people's ducks that I didn't help out with as

0:05:03.920 --> 0:05:04.559
<v Speaker 1>my own ducks.

0:05:04.680 --> 0:05:07.040
<v Speaker 3>Oh wow, now no.

0:05:09.240 --> 0:05:13.440
<v Speaker 1>But anyway, today we are answering a question from a

0:05:13.680 --> 0:05:16.599
<v Speaker 1>superfan and we're going to go into a bit more detail.

0:05:16.680 --> 0:05:19.400
<v Speaker 1>This question inspired us to make a whole episode about

0:05:19.440 --> 0:05:21.520
<v Speaker 1>the process of peer reviews. So let's go ahead and

0:05:21.600 --> 0:05:25.159
<v Speaker 1>hear what Stephen from British Columbia has to say.

0:05:25.960 --> 0:05:29.800
<v Speaker 4>Hi, Daniel and Kelly, this is show super fan Stephen

0:05:29.960 --> 0:05:33.960
<v Speaker 4>from British Columbia, Canada. My question today has to do

0:05:34.160 --> 0:05:37.640
<v Speaker 4>with how scientific studies are peer reviewed?

0:05:38.360 --> 0:05:38.880
<v Speaker 1>Is it me?

0:05:39.720 --> 0:05:43.920
<v Speaker 4>Or is science denial spreading these days? And it came

0:05:44.040 --> 0:05:48.640
<v Speaker 4>to my attention recently that not all peer reviewed studies

0:05:48.880 --> 0:05:53.080
<v Speaker 4>are replicated, And then it occurred to me, doesn't this

0:05:53.320 --> 0:05:57.800
<v Speaker 4>automatically cast doubt on a discovery if a study is

0:05:57.920 --> 0:06:01.800
<v Speaker 4>not replicated but is still considered peer reviewed.

0:06:02.880 --> 0:06:04.080
<v Speaker 3>I would love to.

0:06:04.200 --> 0:06:09.040
<v Speaker 5>Hear an explanation about how the peer reviewing process works

0:06:09.520 --> 0:06:13.440
<v Speaker 5>and how scientists determine when a fact is a fact,

0:06:14.040 --> 0:06:18.200
<v Speaker 5>a finding is a finding, and how the community comes.

0:06:18.000 --> 0:06:20.599
<v Speaker 4>To a consensus on new discoveries.

0:06:21.360 --> 0:06:23.680
<v Speaker 3>I also think your audience.

0:06:23.320 --> 0:06:27.719
<v Speaker 4>Could use some tools for how to determine what studies

0:06:27.839 --> 0:06:32.760
<v Speaker 4>are legitimate and how to spot a bad study. How

0:06:33.000 --> 0:06:38.679
<v Speaker 4>should one respond to someone who claims a scientific study

0:06:39.200 --> 0:06:42.960
<v Speaker 4>is bogus. Thank you Daniel and Kelly for this great

0:06:43.040 --> 0:06:47.000
<v Speaker 4>podcast and for explaining science topics to the masses.

0:06:47.320 --> 0:06:49.960
<v Speaker 3>Thank you Stephen for asking this question. I think it's

0:06:50.040 --> 0:06:52.680
<v Speaker 3>really the right moment to dig into this. You know,

0:06:52.760 --> 0:06:56.160
<v Speaker 3>when we see institutions being attacked, when we see science

0:06:56.279 --> 0:06:59.440
<v Speaker 3>being denied, when we see the whole process of science

0:06:59.520 --> 0:07:02.240
<v Speaker 3>being q and I think it's important to shine some

0:07:02.400 --> 0:07:04.479
<v Speaker 3>light on how does this all work, what does it mean,

0:07:04.720 --> 0:07:07.200
<v Speaker 3>especially for those folks who are not scientists, who don't know,

0:07:07.640 --> 0:07:09.560
<v Speaker 3>what does it mean for a paper to be peer reviewed?

0:07:09.920 --> 0:07:12.560
<v Speaker 3>What is bad science? Thank you Stephen for asking this

0:07:12.680 --> 0:07:15.080
<v Speaker 3>question and giving us the chance to dig into all

0:07:15.160 --> 0:07:15.280
<v Speaker 3>of this.

0:07:15.640 --> 0:07:18.000
<v Speaker 1>That's right, and so the question in particular is about

0:07:18.200 --> 0:07:22.320
<v Speaker 1>peer review for scientific manuscripts. But peer review actually happens

0:07:22.360 --> 0:07:25.200
<v Speaker 1>at multiple stages in the process of doing science, and

0:07:25.320 --> 0:07:27.600
<v Speaker 1>so we thought we would take a step back and

0:07:27.720 --> 0:07:29.960
<v Speaker 1>talk about peer review from the very beginning, which is

0:07:30.000 --> 0:07:34.640
<v Speaker 1>when your idea becomes a grant. And this is one

0:07:34.680 --> 0:07:37.960
<v Speaker 1>of the less fun parts about science is writing this

0:07:38.120 --> 0:07:40.960
<v Speaker 1>grant because peer review for grants is harsh.

0:07:41.480 --> 0:07:43.560
<v Speaker 3>This is like the science version of when a build

0:07:43.600 --> 0:07:45.400
<v Speaker 3>becomes a law. We should have written a song for this.

0:07:45.640 --> 0:07:47.920
<v Speaker 1>No, well we still can. You know, we could write

0:07:47.920 --> 0:07:51.320
<v Speaker 1>it and then we can add it to the top. No,

0:07:51.440 --> 0:07:52.520
<v Speaker 1>we won't do that to everyone.

0:07:52.840 --> 0:07:55.640
<v Speaker 3>So Kelly, tell me what is your process of grant writing?

0:07:55.680 --> 0:07:57.640
<v Speaker 3>First of all, who do you submit your grants to?

0:07:58.240 --> 0:07:59.760
<v Speaker 3>And what's it like for you to prepare that?

0:08:00.440 --> 0:08:03.080
<v Speaker 1>So I submit my grants to the National Science Foundation.

0:08:03.360 --> 0:08:06.640
<v Speaker 1>And actually it's possible that in the last six months

0:08:06.720 --> 0:08:09.120
<v Speaker 1>the process has changed a bit because I know the

0:08:09.200 --> 0:08:11.600
<v Speaker 1>new administration is shaking things up.

0:08:11.720 --> 0:08:14.560
<v Speaker 3>The agency formerly known as the National Science Foundation.

0:08:15.160 --> 0:08:16.400
<v Speaker 2>No, what is it called now?

0:08:16.520 --> 0:08:17.040
<v Speaker 3>I'm joking?

0:08:17.480 --> 0:08:20.240
<v Speaker 2>Oh god, anything is believable, Daniel.

0:08:20.280 --> 0:08:24.520
<v Speaker 1>At this point, all right, the institution still known as

0:08:24.560 --> 0:08:28.040
<v Speaker 1>the NSF or the National Science Foundation. So for this

0:08:28.280 --> 0:08:31.320
<v Speaker 1>you write a grant, and there's different programs that accept

0:08:31.360 --> 0:08:33.640
<v Speaker 1>different kinds of grants, but often the grant is like

0:08:33.760 --> 0:08:38.319
<v Speaker 1>fifteen pages where you go into extreme detail and what

0:08:38.559 --> 0:08:41.319
<v Speaker 1>we know about the question you want to ask based

0:08:41.360 --> 0:08:43.959
<v Speaker 1>on the literature that's already out there, extreme detail and

0:08:44.040 --> 0:08:46.840
<v Speaker 1>the experimental design, and then a lot of detail about

0:08:47.040 --> 0:08:49.920
<v Speaker 1>what you think the implications will be of your results.

0:08:50.160 --> 0:08:53.360
<v Speaker 3>So you talk about why this question is interesting, to

0:08:53.600 --> 0:08:56.440
<v Speaker 3>argue that your work will help answer it, and then

0:08:56.480 --> 0:08:58.360
<v Speaker 3>you lay out in detail how are you going to

0:08:58.360 --> 0:09:00.800
<v Speaker 3>spend every dollar, who's going to do what, and when

0:09:00.840 --> 0:09:02.559
<v Speaker 3>you get like a whole gan chart for like when

0:09:02.600 --> 0:09:04.760
<v Speaker 3>everything is going to happen yep, And then you have

0:09:04.800 --> 0:09:07.520
<v Speaker 3>to lay out also like the products for the grant, right, yeah.

0:09:07.440 --> 0:09:09.400
<v Speaker 1>Yeah, the budgets and so the you're supposed to There's

0:09:09.440 --> 0:09:12.080
<v Speaker 1>a section called intellectual merit where you talk about how

0:09:12.120 --> 0:09:14.120
<v Speaker 1>many papers you think you're going to end up producing,

0:09:14.200 --> 0:09:16.200
<v Speaker 1>what big questions you're going to answer, And then there's

0:09:16.240 --> 0:09:18.720
<v Speaker 1>also a section called broader impacts, where you talk about

0:09:18.760 --> 0:09:22.040
<v Speaker 1>how your work is going to benefit society writ large.

0:09:22.559 --> 0:09:24.559
<v Speaker 1>And you know, for my grants in the past, it's

0:09:24.600 --> 0:09:26.800
<v Speaker 1>been things like, you know, my information is going to

0:09:26.840 --> 0:09:30.880
<v Speaker 1>be helpful to fisheries managers who are managing fish populations,

0:09:30.920 --> 0:09:33.640
<v Speaker 1>which is like a literally a multi billion dollar industry

0:09:34.320 --> 0:09:36.120
<v Speaker 1>for like people who want to go out fishing and stuff.

0:09:36.120 --> 0:09:38.599
<v Speaker 1>So most of my research has been on fish and

0:09:38.679 --> 0:09:42.320
<v Speaker 1>their parasites. Also intellectual merit will include things like how

0:09:42.360 --> 0:09:44.839
<v Speaker 1>many students you're going to train and what skills you're

0:09:44.880 --> 0:09:46.640
<v Speaker 1>going to give them that they can then use when

0:09:46.679 --> 0:09:49.160
<v Speaker 1>they go out in the workforce. And depending on the

0:09:49.200 --> 0:09:52.440
<v Speaker 1>field you're in, sometimes your broader impacts will be things like, Hey,

0:09:52.520 --> 0:09:55.760
<v Speaker 1>this could be what we learn about the brains of

0:09:55.840 --> 0:09:57.800
<v Speaker 1>this fish could one day help us produce a new

0:09:57.880 --> 0:10:01.720
<v Speaker 1>medication for anxiety or something like. So you talk about

0:10:01.720 --> 0:10:04.320
<v Speaker 1>how your stuff would impact the broader society.

0:10:04.559 --> 0:10:07.040
<v Speaker 3>And so for those folks who might think, hey, scientists

0:10:07.080 --> 0:10:10.240
<v Speaker 3>are just cashing in on the government gravy train, tell

0:10:10.360 --> 0:10:12.040
<v Speaker 3>us like, is this the kind of thing you throw

0:10:12.120 --> 0:10:15.439
<v Speaker 3>together in an afternoon and then can confidently think it

0:10:15.559 --> 0:10:16.240
<v Speaker 3>will be funded?

0:10:16.440 --> 0:10:17.360
<v Speaker 2>Oh my god? Okay.

0:10:17.520 --> 0:10:19.959
<v Speaker 1>So one of the reasons, to be honest, one of

0:10:19.960 --> 0:10:23.360
<v Speaker 1>the reasons I sort of transitioned away from academia in

0:10:23.480 --> 0:10:27.000
<v Speaker 1>the most purest sense, so I'm like academic adjacent now,

0:10:27.640 --> 0:10:31.800
<v Speaker 1>but was because I spent too many Christmas Eves working

0:10:31.880 --> 0:10:35.040
<v Speaker 1>on my grants because they were due like sometime in January,

0:10:35.720 --> 0:10:40.080
<v Speaker 1>and they just they were like so many I would

0:10:40.080 --> 0:10:41.880
<v Speaker 1>say months of work. In a lot of cases, if

0:10:41.880 --> 0:10:43.800
<v Speaker 1>it's a new idea, if you're just cleaning up an

0:10:43.840 --> 0:10:47.199
<v Speaker 1>old grant, then it can be once of work. And

0:10:47.320 --> 0:10:50.440
<v Speaker 1>then so many great grants are submitted, and when they

0:10:50.559 --> 0:10:54.000
<v Speaker 1>go to review, you have three peers of yours who

0:10:54.080 --> 0:10:57.200
<v Speaker 1>are in closely related fields review it, and then there's

0:10:57.320 --> 0:11:00.480
<v Speaker 1>a panel discussion where they talk about their views of

0:11:00.559 --> 0:11:02.840
<v Speaker 1>your grant in front of a bunch of other experts

0:11:02.840 --> 0:11:05.480
<v Speaker 1>who can also weigh in. And then all those reviews

0:11:05.559 --> 0:11:09.000
<v Speaker 1>go to program directors who pick out of like the

0:11:09.120 --> 0:11:12.320
<v Speaker 1>twenty best grants, you know, maybe they can only fund

0:11:12.440 --> 0:11:15.640
<v Speaker 1>fifteen or something. And then they pick some on the

0:11:15.760 --> 0:11:17.679
<v Speaker 1>East coast, some on the West coast, some in the

0:11:17.800 --> 0:11:20.839
<v Speaker 1>center of the country, some from major research institutions, some

0:11:21.000 --> 0:11:24.000
<v Speaker 1>from institutions that focus a lot on undergraduate research, and

0:11:24.200 --> 0:11:27.960
<v Speaker 1>they have research programs as well, And so so many

0:11:28.320 --> 0:11:32.000
<v Speaker 1>really great grants don't make it into the pile that

0:11:32.120 --> 0:11:33.040
<v Speaker 1>get funded.

0:11:33.120 --> 0:11:35.880
<v Speaker 3>Meaning that people have read them, have said this is excellent,

0:11:36.000 --> 0:11:39.400
<v Speaker 3>the science is good, it's interesting, it's important. We would

0:11:39.440 --> 0:11:42.000
<v Speaker 3>benefit as a society if we did this. It's all

0:11:42.080 --> 0:11:42.840
<v Speaker 3>well thought.

0:11:42.679 --> 0:11:46.719
<v Speaker 2>Through, but no, that is exactly right, yes, and it

0:11:46.960 --> 0:11:49.679
<v Speaker 2>is soul crushing. I know so many people who are like,

0:11:49.800 --> 0:11:51.640
<v Speaker 2>I gave up Christmas Eve on this grant, and this

0:11:51.760 --> 0:11:53.959
<v Speaker 2>is the third time I've submitted it, and it just

0:11:54.080 --> 0:11:56.720
<v Speaker 2>never makes it quite high enough, even though everybody thinks

0:11:56.760 --> 0:11:59.360
<v Speaker 2>it's amazing. And then quickly just to mention for follow up.

0:11:59.400 --> 0:12:01.920
<v Speaker 1>If you do get grant, every year you have to

0:12:01.960 --> 0:12:04.640
<v Speaker 1>write a progress report saying what you've done, have you

0:12:04.679 --> 0:12:07.040
<v Speaker 1>stuck to your timeline, how have you spent the money

0:12:07.080 --> 0:12:09.920
<v Speaker 1>that you've been given, are you going to hit your timelines?

0:12:10.040 --> 0:12:12.760
<v Speaker 1>And what have you done that impacts society? And so

0:12:12.920 --> 0:12:15.320
<v Speaker 1>every year you have to report on that and then

0:12:15.360 --> 0:12:17.560
<v Speaker 1>at the end you have to write a bigger report.

0:12:17.800 --> 0:12:19.800
<v Speaker 1>So you need to be justifying what you're doing with

0:12:19.880 --> 0:12:21.120
<v Speaker 1>the money every step of the way.

0:12:21.360 --> 0:12:23.559
<v Speaker 3>And before we turn it around and ask me questions,

0:12:24.000 --> 0:12:26.200
<v Speaker 3>who are the peers here, Who are folks who are

0:12:26.320 --> 0:12:28.640
<v Speaker 3>reading your grants and commenting on it.

0:12:29.000 --> 0:12:31.480
<v Speaker 1>There are folks in the same discipline at other universities.

0:12:31.600 --> 0:12:34.800
<v Speaker 1>So you also have to fill out a detailed excel

0:12:34.880 --> 0:12:37.240
<v Speaker 1>sheet where you talk about who in the field who

0:12:37.280 --> 0:12:40.520
<v Speaker 1>does similar work, has been your student or your postdoc

0:12:40.840 --> 0:12:42.839
<v Speaker 1>or your mentor or a co author.

0:12:42.679 --> 0:12:43.480
<v Speaker 3>You might have a conflict.

0:12:43.640 --> 0:12:47.160
<v Speaker 1>Yeah, and anyone who might like you for you and

0:12:47.240 --> 0:12:50.280
<v Speaker 1>who might be too nice to you when they review

0:12:50.320 --> 0:12:52.360
<v Speaker 1>the grant. So it has to be only people that

0:12:52.440 --> 0:12:54.520
<v Speaker 1>you haven't worked with or haven't co author of paper

0:12:54.559 --> 0:12:57.559
<v Speaker 1>with for something like five to ten years. I guess

0:12:57.600 --> 0:13:00.240
<v Speaker 1>they assume that the liking of someone wears off about

0:13:00.240 --> 0:13:03.920
<v Speaker 1>half a decade. But it can be tough because you know,

0:13:04.000 --> 0:13:05.880
<v Speaker 1>these fields are kind of small, but you know, usually

0:13:05.920 --> 0:13:09.600
<v Speaker 1>it's other people at research institutions who do similar work,

0:13:09.640 --> 0:13:12.000
<v Speaker 1>are familiar with the literature and can tell if what

0:13:12.080 --> 0:13:14.480
<v Speaker 1>you're proposing makes sense or not and is good or not.

0:13:14.760 --> 0:13:16.520
<v Speaker 3>And so the thing to take away from this is

0:13:16.960 --> 0:13:20.280
<v Speaker 3>getting a grand funded is hard, right. Not only is

0:13:20.320 --> 0:13:22.040
<v Speaker 3>it a huge amount of work, but you have to

0:13:22.120 --> 0:13:26.920
<v Speaker 3>survive an excruciating process where really only the best are selected.

0:13:27.400 --> 0:13:30.520
<v Speaker 3>It's sort of like watching the Olympics and you're wondering, like, oh,

0:13:30.640 --> 0:13:32.960
<v Speaker 3>here's somebody from this country and somebody from that country,

0:13:33.000 --> 0:13:35.959
<v Speaker 3>and you know that each person has already won some

0:13:36.080 --> 0:13:40.199
<v Speaker 3>sort of like really competitive national competition just to even

0:13:40.360 --> 0:13:44.079
<v Speaker 3>be there at the Olympics representing their country. And so

0:13:44.240 --> 0:13:46.679
<v Speaker 3>like every grant that's funded, even if it seems silly

0:13:46.840 --> 0:13:49.679
<v Speaker 3>and it's about like the sex lives of ducks, you

0:13:49.880 --> 0:13:54.480
<v Speaker 3>know that it's been like excruciatingly written, reviewed in detail,

0:13:54.679 --> 0:13:57.480
<v Speaker 3>questioned by experts without conflicts of interest, and found to

0:13:57.520 --> 0:14:00.840
<v Speaker 3>be excellent, beaten out lots of other grand These are

0:14:00.920 --> 0:14:04.839
<v Speaker 3>not slush funds shoveled to scientists, so you know, just

0:14:04.920 --> 0:14:07.559
<v Speaker 3>like do whatever they want with. These are hard one

0:14:07.760 --> 0:14:10.760
<v Speaker 3>funds to do science that the agency thinks are a

0:14:10.840 --> 0:14:11.360
<v Speaker 3>good idea.

0:14:11.720 --> 0:14:15.480
<v Speaker 1>Yeah, it is absolutely excruciating to do these things. It

0:14:15.559 --> 0:14:17.440
<v Speaker 1>feels great when you get it funded. And I said,

0:14:17.440 --> 0:14:20.120
<v Speaker 1>I hate writing grants. Sometimes I enjoy the process of

0:14:20.280 --> 0:14:23.240
<v Speaker 1>like figuring out just the right experimental design for a question.

0:14:23.400 --> 0:14:26.080
<v Speaker 1>That's like fun for me. But in general, when the

0:14:26.120 --> 0:14:29.840
<v Speaker 1>grant doesn't get funded, it sucks. But anyway, all right,

0:14:29.960 --> 0:14:31.560
<v Speaker 1>so what's your experience.

0:14:31.400 --> 0:14:34.000
<v Speaker 3>Yeah, my experience is very similar. You know, we come

0:14:34.080 --> 0:14:35.960
<v Speaker 3>up with an idea, we spend a lot of time

0:14:36.080 --> 0:14:39.720
<v Speaker 3>polishing it, often doing a lot of the work in

0:14:39.880 --> 0:14:43.600
<v Speaker 3>advance that we need to demonstrate that the work described

0:14:43.680 --> 0:14:47.800
<v Speaker 3>it's reasonable. Right. If it's too far forward thinking, then

0:14:48.080 --> 0:14:50.120
<v Speaker 3>you won't get the money because they're like, well, that

0:14:50.280 --> 0:14:52.400
<v Speaker 3>might work, but can you really prove it. It's too

0:14:52.480 --> 0:14:54.960
<v Speaker 3>much of a risk. If you've already done too much

0:14:55.000 --> 0:14:57.200
<v Speaker 3>of the work, then they're like, oh, this is already done,

0:14:57.200 --> 0:14:59.160
<v Speaker 3>why would we fund it? So it's really sort of

0:14:59.240 --> 0:15:01.320
<v Speaker 3>on the edge there of like you've done the initial

0:15:01.440 --> 0:15:04.480
<v Speaker 3>work for free right or on some other grant or whatever.

0:15:04.880 --> 0:15:07.920
<v Speaker 3>So you prove that the idea is valid and can fly,

0:15:08.200 --> 0:15:10.120
<v Speaker 3>but not so much that they're like, why would we

0:15:10.200 --> 0:15:12.080
<v Speaker 3>fund this? You've already done it, which is often a

0:15:12.160 --> 0:15:16.200
<v Speaker 3>delicate balance. And my feeling with grants is submit it

0:15:16.320 --> 0:15:19.720
<v Speaker 3>and forget it, because such a tiny fraction ever come

0:15:19.800 --> 0:15:21.800
<v Speaker 3>back with money that you just got to like let

0:15:21.880 --> 0:15:24.680
<v Speaker 3>it go, like, hey, I've submitted it, and I never

0:15:24.800 --> 0:15:28.680
<v Speaker 3>expect to hear back, you know, anything positive, And so

0:15:28.800 --> 0:15:31.120
<v Speaker 3>I just sort of like give up emotionally on everyone

0:15:31.200 --> 0:15:34.200
<v Speaker 3>because otherwise it's too hard, you know, it's too hard

0:15:34.240 --> 0:15:36.760
<v Speaker 3>to deal with, yea. So my process is very similar

0:15:36.920 --> 0:15:40.800
<v Speaker 3>to yours, with a couple of exceptions. Sometimes I submit

0:15:40.920 --> 0:15:44.240
<v Speaker 3>to private foundations, like I recently found a private foundation

0:15:44.440 --> 0:15:48.360
<v Speaker 3>that likes to fund projects that are too blue sky

0:15:48.880 --> 0:15:52.280
<v Speaker 3>that were rejected by the NSF for being like way

0:15:52.360 --> 0:15:56.560
<v Speaker 3>too out there, and that submission process was like write

0:15:56.560 --> 0:16:00.360
<v Speaker 3>a paragraph, send us your rejected NSF grant with the views,

0:16:00.640 --> 0:16:01.080
<v Speaker 3>and that's it.

0:16:01.360 --> 0:16:01.600
<v Speaker 4>Whoa.

0:16:02.040 --> 0:16:03.880
<v Speaker 3>And that one actually just came back and they just

0:16:03.960 --> 0:16:07.800
<v Speaker 3>gave me some money to build my cosmic ray smartphone

0:16:07.840 --> 0:16:10.880
<v Speaker 3>telescope down here at Irvine. So yeah, that was actually

0:16:10.880 --> 0:16:13.040
<v Speaker 3>a really positive experience graduations.

0:16:13.160 --> 0:16:14.040
<v Speaker 2>Yeah, that's awesome.

0:16:14.680 --> 0:16:18.120
<v Speaker 3>Yeah exactly, because you know, private foundations can do whatever

0:16:18.160 --> 0:16:20.480
<v Speaker 3>they like with your money. What we talked about previously

0:16:20.600 --> 0:16:24.000
<v Speaker 3>was mostly the process of applying to government institutions, the

0:16:24.160 --> 0:16:27.800
<v Speaker 3>NIH the NSF. Most of my fund incomes from Department

0:16:27.840 --> 0:16:30.600
<v Speaker 3>of Energy, Office of Science, which funds particle physics and

0:16:30.680 --> 0:16:34.160
<v Speaker 3>lots of other stuff in the United States. But private

0:16:34.200 --> 0:16:36.480
<v Speaker 3>fundations can do anything. Like the Bill Gates Foundation, you

0:16:36.560 --> 0:16:38.600
<v Speaker 3>can't even apply to. They have to like reach out

0:16:38.640 --> 0:16:38.840
<v Speaker 3>to you.

0:16:39.320 --> 0:16:39.520
<v Speaker 2>Wow.

0:16:39.640 --> 0:16:42.120
<v Speaker 3>And you know Mackenzie Scott just like gives money to

0:16:42.160 --> 0:16:44.040
<v Speaker 3>people that don't even apply. They just get a phone

0:16:44.080 --> 0:16:46.680
<v Speaker 3>call saying like, by the way, here comes a million

0:16:46.720 --> 0:16:47.640
<v Speaker 3>dollars or more.

0:16:47.840 --> 0:16:48.040
<v Speaker 4>Whoa.

0:16:48.400 --> 0:16:50.600
<v Speaker 3>So yeah, private foundations are weird.

0:16:51.440 --> 0:16:55.200
<v Speaker 1>Yeah, so I'm sure that they make solid choices about

0:16:55.200 --> 0:16:56.800
<v Speaker 1>who they're going to give their money. To But I

0:16:56.840 --> 0:16:58.760
<v Speaker 1>guess one way to sort of check how much you

0:16:58.960 --> 0:17:01.080
<v Speaker 1>can trust an article as you can look in the

0:17:01.160 --> 0:17:03.440
<v Speaker 1>acknowledgment section at the end and say, oh, this was

0:17:03.480 --> 0:17:05.600
<v Speaker 1>funded by the National Science Foundation, And then you know

0:17:06.200 --> 0:17:08.680
<v Speaker 1>this went through rigorous peer review. And just because something

0:17:08.800 --> 0:17:11.320
<v Speaker 1>doesn't go through rigorous peer review at the grant stage

0:17:11.640 --> 0:17:14.280
<v Speaker 1>doesn't mean it's bad science. But at least you know

0:17:14.320 --> 0:17:16.720
<v Speaker 1>if it went through a government agency, it has been

0:17:16.760 --> 0:17:19.199
<v Speaker 1>sort of gone over with a fine tooth coust And the.

0:17:19.200 --> 0:17:22.879
<v Speaker 3>Thing that's frustrating to me is this process is so inefficient.

0:17:23.200 --> 0:17:26.760
<v Speaker 3>Scientists spend so much of their time preparing grant proposals

0:17:26.920 --> 0:17:30.120
<v Speaker 3>and having them rejected. And you know, each of these

0:17:30.280 --> 0:17:32.320
<v Speaker 3>is a great idea, each of them. If we did

0:17:32.359 --> 0:17:35.600
<v Speaker 3>it would benefit society in terms of sheer knowledge or

0:17:36.240 --> 0:17:39.800
<v Speaker 3>you know, new technology or something. We have all these

0:17:39.840 --> 0:17:43.399
<v Speaker 3>smart people constantly pitching great ideas to the government, the

0:17:43.480 --> 0:17:45.960
<v Speaker 3>government saying, yeah, that's awesome, we'd love to do it,

0:17:46.119 --> 0:17:50.280
<v Speaker 3>but we can't. Like, why don't we just double triple

0:17:51.160 --> 0:17:54.800
<v Speaker 3>funding for science. It would be like better for us

0:17:54.840 --> 0:17:57.800
<v Speaker 3>every dollar we spend, we know comes back two threefold

0:17:57.880 --> 0:18:00.960
<v Speaker 3>in terms of like economic output. It just seems crazy

0:18:01.000 --> 0:18:04.160
<v Speaker 3>to me to reject all of these excellent ideas.

0:18:04.440 --> 0:18:07.240
<v Speaker 2>I mean, I gotta say, not every idea I've reviewed

0:18:07.320 --> 0:18:08.840
<v Speaker 2>on a panel has been excellent.

0:18:09.000 --> 0:18:10.600
<v Speaker 3>No, but there are plenty above threshold.

0:18:10.680 --> 0:18:11.960
<v Speaker 2>Yes, absolutely, absolutely.

0:18:12.040 --> 0:18:14.960
<v Speaker 1>There's always a grant every round where my heart breaks

0:18:15.000 --> 0:18:17.080
<v Speaker 1>a little that it didn't get funded because I thought, oh,

0:18:17.200 --> 0:18:19.760
<v Speaker 1>that is so cool, but there wasn't enough money to

0:18:19.960 --> 0:18:21.960
<v Speaker 1>cover it. And so yes, there's a lot of good

0:18:22.000 --> 0:18:23.040
<v Speaker 1>work that's not getting done.

0:18:23.160 --> 0:18:26.000
<v Speaker 3>And I agree. I'm a grant reviewer often and I

0:18:26.160 --> 0:18:28.240
<v Speaker 3>see grants I'm like, no, this is not well thought out,

0:18:28.400 --> 0:18:30.840
<v Speaker 3>or there's a flaw here, or this isn't cutting edge.

0:18:30.920 --> 0:18:32.840
<v Speaker 3>You know, somebody did this last year, and it's important

0:18:33.080 --> 0:18:35.240
<v Speaker 3>that this stuff gets reviewed and gets reviewed in a

0:18:35.320 --> 0:18:38.320
<v Speaker 3>fair way. But there's so many that are above threshold,

0:18:38.520 --> 0:18:40.720
<v Speaker 3>and only a fraction of those get funded, and it

0:18:40.800 --> 0:18:42.440
<v Speaker 3>just seems to me to be a waste. But whatever.

0:18:42.880 --> 0:18:46.159
<v Speaker 3>I'm not a political person. I understand these things. But

0:18:46.240 --> 0:18:48.359
<v Speaker 3>I want folks out there to realize that every grant

0:18:48.400 --> 0:18:51.880
<v Speaker 3>you've seen that's been funded has been reviewed and excruciating

0:18:51.960 --> 0:18:54.960
<v Speaker 3>detailed before dollar one was even sent to the institution.

0:18:55.240 --> 0:18:55.639
<v Speaker 2>That's right.

0:18:55.760 --> 0:18:57.480
<v Speaker 1>I don't think we need to get into lots of

0:18:57.560 --> 0:18:59.359
<v Speaker 1>detail about this, but every once in a while, my

0:18:59.440 --> 0:19:01.480
<v Speaker 1>husband and I will have chats about what would be

0:19:01.560 --> 0:19:04.800
<v Speaker 1>a better system for funding grants, Like maybe every four

0:19:04.920 --> 0:19:07.359
<v Speaker 1>years you get a chance to submit and that way

0:19:07.400 --> 0:19:09.720
<v Speaker 1>you don't have to write grants the other three years

0:19:09.840 --> 0:19:12.000
<v Speaker 1>and there's fewer people in the pool and you're more

0:19:12.119 --> 0:19:14.320
<v Speaker 1>likely to get it. I think that's not the answer,

0:19:14.480 --> 0:19:16.720
<v Speaker 1>but I wonder if there's some way we could save

0:19:16.800 --> 0:19:19.960
<v Speaker 1>scientists from spending all of this time on grants that

0:19:20.040 --> 0:19:22.680
<v Speaker 1>don't get funded, or maybe we should just throw twenty

0:19:22.760 --> 0:19:25.520
<v Speaker 1>times as much money at the scientific community. There's our solution.

0:19:25.760 --> 0:19:28.240
<v Speaker 3>Well, you know, it used to be fifty years ago

0:19:28.600 --> 0:19:30.879
<v Speaker 3>that the philosophy is a little bit different that the

0:19:30.920 --> 0:19:34.639
<v Speaker 3>government funded people rather than projects. And they were like, oh,

0:19:34.760 --> 0:19:38.680
<v Speaker 3>scientist X at this university, you're a smart lady. You've

0:19:38.720 --> 0:19:40.960
<v Speaker 3>done good work. We'll just keep giving you money and

0:19:41.240 --> 0:19:42.840
<v Speaker 3>it'll just go for a while. As long as you

0:19:42.960 --> 0:19:45.320
<v Speaker 3>keep doing something, we'll keep giving you money. And I

0:19:45.359 --> 0:19:47.520
<v Speaker 3>think that we used to be the major model, and

0:19:47.640 --> 0:19:49.680
<v Speaker 3>it's just not that way anymore. Now. It's projects, and

0:19:49.720 --> 0:19:52.040
<v Speaker 3>so if you have a lab at a university, it's

0:19:52.080 --> 0:19:53.920
<v Speaker 3>sort of like running a small business. You know, you

0:19:53.960 --> 0:19:57.359
<v Speaker 3>have to constantly be pitching grants to get funds. You know,

0:19:57.600 --> 0:19:59.719
<v Speaker 3>you're like running a store at the mall. Katrina likes

0:19:59.760 --> 0:20:03.840
<v Speaker 3>to say, you're constantly looking for new ways to contribute.

0:20:04.240 --> 0:20:07.080
<v Speaker 3>The one holdover that I'm aware of is actually experimental

0:20:07.160 --> 0:20:10.200
<v Speaker 3>particle physics is still a little bit of the older model.

0:20:10.760 --> 0:20:13.840
<v Speaker 3>They run competitions for junior faculty, and if you win

0:20:13.960 --> 0:20:17.480
<v Speaker 3>one of these awards, like I want a Outstanding Junior

0:20:17.520 --> 0:20:20.479
<v Speaker 3>Investigator Award when I was a very young professor, then

0:20:20.520 --> 0:20:22.800
<v Speaker 3>you sort of get in the club and then they

0:20:22.960 --> 0:20:25.040
<v Speaker 3>mostly fund you, and your find can go up if

0:20:25.080 --> 0:20:27.280
<v Speaker 3>you do great, and go down if you're less productive.

0:20:27.880 --> 0:20:31.119
<v Speaker 3>But it's much more stable than typically I think, because

0:20:31.160 --> 0:20:34.119
<v Speaker 3>these particle physics projects last like twenty years. You know,

0:20:34.240 --> 0:20:36.240
<v Speaker 3>we build a collider, we expect to use it for

0:20:36.320 --> 0:20:39.600
<v Speaker 3>twenty five years. That's my thinking for why they still

0:20:39.640 --> 0:20:41.440
<v Speaker 3>do it in the sort of older model. But it

0:20:41.480 --> 0:20:43.359
<v Speaker 3>means I don't have to write as many grants because

0:20:43.359 --> 0:20:45.639
<v Speaker 3>I do have one more stable source of funding.

0:20:45.920 --> 0:20:47.960
<v Speaker 2>Wow. So even to this day, you still get a

0:20:48.080 --> 0:20:49.159
<v Speaker 2>chunk of money every year.

0:20:49.520 --> 0:20:51.639
<v Speaker 3>I have to submit a grant every three years to

0:20:51.800 --> 0:20:53.720
<v Speaker 3>propose new work and to tell them what I did

0:20:53.760 --> 0:20:55.480
<v Speaker 3>in the last three years, and so far every time

0:20:55.600 --> 0:20:59.040
<v Speaker 3>my grant has been renewed and continued. So yeah, I've

0:20:59.040 --> 0:21:01.720
<v Speaker 3>been funded from the Armament of Energy for a couple

0:21:01.760 --> 0:21:04.080
<v Speaker 3>of decades now, which is very nice. Yeah, and I'm

0:21:04.160 --> 0:21:06.320
<v Speaker 3>very grateful to the Department of Energy, thank you very much,

0:21:06.600 --> 0:21:08.440
<v Speaker 3>and to all the taxpayers who support them.

0:21:08.600 --> 0:21:13.040
<v Speaker 1>Oh you government, shill, I'm just kidding. I am so

0:21:13.200 --> 0:21:15.480
<v Speaker 1>happy for you. That's awesome. I know there's a couple

0:21:15.680 --> 0:21:18.560
<v Speaker 1>grants for people in the medical field that work that

0:21:18.640 --> 0:21:21.440
<v Speaker 1>way also where they fund your lab and just trust

0:21:21.520 --> 0:21:23.600
<v Speaker 1>that you're doing awesome stuff and you will continue to

0:21:23.640 --> 0:21:24.920
<v Speaker 1>do awesome stuff with that money.

0:21:25.320 --> 0:21:26.399
<v Speaker 2>And that sounds pretty sweet.

0:21:26.520 --> 0:21:28.640
<v Speaker 3>Yeah, it's pretty nice. Yeah. I think you're talking about

0:21:28.640 --> 0:21:30.359
<v Speaker 3>like the Howard Hughes Awards, for example.

0:21:30.560 --> 0:21:33.119
<v Speaker 2>That sounds very yeah. Yeah yeah. All right, Well, my

0:21:33.320 --> 0:21:34.159
<v Speaker 2>jealousy aside.

0:21:34.240 --> 0:21:37.000
<v Speaker 1>Let's all take a break, and when we get back,

0:21:37.040 --> 0:21:39.120
<v Speaker 1>we're going to talk about the next phase when peer

0:21:39.200 --> 0:21:40.040
<v Speaker 1>review is done, and.

0:21:40.119 --> 0:21:42.440
<v Speaker 2>That is when you're about to start your experiments.

0:22:03.080 --> 0:22:05.280
<v Speaker 3>All right, we are back and we are talking about

0:22:05.400 --> 0:22:08.320
<v Speaker 3>peer review. Thanks to a question from a listener, and

0:22:08.400 --> 0:22:11.160
<v Speaker 3>we dug into the process of peer review for grant

0:22:11.240 --> 0:22:15.000
<v Speaker 3>proposals and grant writing. And now let's talk about what

0:22:15.200 --> 0:22:18.600
<v Speaker 3>it's like to review an experiment while it's running, before

0:22:18.680 --> 0:22:22.040
<v Speaker 3>the paper is even sent to the journal. Kelly, I

0:22:22.200 --> 0:22:25.320
<v Speaker 3>mostly do research on particles that don't have rights and

0:22:25.920 --> 0:22:29.399
<v Speaker 3>don't have institutional review boards protecting them. What's it like

0:22:29.520 --> 0:22:32.639
<v Speaker 3>to do an experiment on living creatures with emotions that

0:22:32.760 --> 0:22:35.159
<v Speaker 3>can feel pain and have people looking over your shoulder.

0:22:35.440 --> 0:22:36.920
<v Speaker 2>Oh, it can be pretty stressful.

0:22:37.080 --> 0:22:40.359
<v Speaker 1>So say you get that National Science Foundation grant, they

0:22:40.359 --> 0:22:43.160
<v Speaker 1>won't actually release the funds to you until you've shown

0:22:43.359 --> 0:22:46.880
<v Speaker 1>that you've acquired certain permits and protocols so that your

0:22:47.000 --> 0:22:50.000
<v Speaker 1>institution is giving you permission to do the research. So

0:22:50.480 --> 0:22:53.880
<v Speaker 1>my PhD work required collecting some fish out of estuaries

0:22:53.880 --> 0:22:56.600
<v Speaker 1>in California. So first I had to talk to the

0:22:56.680 --> 0:22:59.320
<v Speaker 1>state government and fill out permits to get permission to

0:22:59.359 --> 0:23:02.240
<v Speaker 1>go collect those fish. So I had to convince the

0:23:02.320 --> 0:23:04.520
<v Speaker 1>California government that I wasn't going to take too many,

0:23:05.000 --> 0:23:07.520
<v Speaker 1>that there were plenty of these fish out there, that

0:23:07.640 --> 0:23:09.760
<v Speaker 1>what I was going to do to them was asking

0:23:09.840 --> 0:23:11.320
<v Speaker 1>a worthwhile scientific.

0:23:11.000 --> 0:23:12.919
<v Speaker 3>Question, Kelly, what are you going to do to.

0:23:13.040 --> 0:23:17.520
<v Speaker 1>Them, I'm going to hear well the questions I'm going

0:23:17.600 --> 0:23:20.560
<v Speaker 1>to ask of them that they will be contributing in

0:23:20.640 --> 0:23:23.720
<v Speaker 1>a meaningful way to science. And so first you have

0:23:23.800 --> 0:23:25.680
<v Speaker 1>to get that permission to take the animals out of

0:23:25.680 --> 0:23:27.680
<v Speaker 1>the wild, and then you need to fill out a

0:23:27.800 --> 0:23:31.520
<v Speaker 1>protocol through the Institutional Animal Care and Use Committee, which

0:23:31.560 --> 0:23:35.120
<v Speaker 1>is iya Cook. It includes five people, and they include

0:23:35.160 --> 0:23:38.920
<v Speaker 1>folks like veterinarians, an outside member, so like somebody who's

0:23:38.960 --> 0:23:41.400
<v Speaker 1>part of the community who is just sort of going

0:23:41.480 --> 0:23:43.760
<v Speaker 1>to weigh in on what the general public feels about

0:23:43.760 --> 0:23:46.280
<v Speaker 1>the work that's being done. Sometimes you'll also have like

0:23:46.280 --> 0:23:49.520
<v Speaker 1>an ethicist or a lawyer in there, and often you'll

0:23:49.560 --> 0:23:51.440
<v Speaker 1>have like a faculty member on there also.

0:23:51.800 --> 0:23:53.639
<v Speaker 3>And what do these people want? Do they want to

0:23:53.680 --> 0:23:55.760
<v Speaker 3>say yes? Do they want to say no? Are they

0:23:56.040 --> 0:23:59.000
<v Speaker 3>just totally disinterested? Like what are their motivations? Why is

0:23:59.040 --> 0:24:01.359
<v Speaker 3>like a rando from the public doing this? Anyway?

0:24:01.720 --> 0:24:04.720
<v Speaker 1>So, if I'm being completely honest, my field in the

0:24:04.920 --> 0:24:10.639
<v Speaker 1>past did some uncomfortable things to animals, and you know,

0:24:10.760 --> 0:24:14.080
<v Speaker 1>they didn't use, for example, anesthetic when they were doing

0:24:14.160 --> 0:24:16.320
<v Speaker 1>some surgeries, and they should have things like that. And

0:24:16.440 --> 0:24:19.520
<v Speaker 1>so this committee is trying to make sure that you

0:24:19.680 --> 0:24:22.639
<v Speaker 1>are treating the animals as nice as possible and using

0:24:22.720 --> 0:24:25.359
<v Speaker 1>the fewest animals that you need to get answers to

0:24:25.400 --> 0:24:28.200
<v Speaker 1>your questions. So you need to convince them that you

0:24:28.440 --> 0:24:32.119
<v Speaker 1>have read up on the most effective anesthetics for whatever

0:24:32.200 --> 0:24:35.600
<v Speaker 1>animal it is that you're using. You also often have

0:24:35.760 --> 0:24:38.359
<v Speaker 1>to take a bunch of online training courses where you

0:24:38.520 --> 0:24:41.240
<v Speaker 1>show I am well trained and the best way to

0:24:41.280 --> 0:24:43.680
<v Speaker 1>treat these animals and I know how these anesthetics work.

0:24:44.080 --> 0:24:46.000
<v Speaker 1>You often have to prove to them that you have

0:24:46.200 --> 0:24:47.840
<v Speaker 1>like teamed up with someone who can make sure you're

0:24:47.880 --> 0:24:50.679
<v Speaker 1>doing the process correctly, and you need to convince them

0:24:50.720 --> 0:24:53.240
<v Speaker 1>that you've thought really hard about the exact number of

0:24:53.320 --> 0:24:56.080
<v Speaker 1>animals that you're going to use for these experiments. You know,

0:24:56.160 --> 0:24:59.240
<v Speaker 1>their job isn't to stop science, and they're not necessarily

0:24:59.400 --> 0:25:01.320
<v Speaker 1>trying to figure you're out of the question that's being

0:25:01.440 --> 0:25:04.080
<v Speaker 1>asked is good or not. They assume that if you

0:25:04.160 --> 0:25:06.919
<v Speaker 1>have funding from the National Science Foundation, that has already happened.

0:25:07.320 --> 0:25:09.520
<v Speaker 1>But their goal is to just make sure that nothing

0:25:09.640 --> 0:25:12.399
<v Speaker 1>unethical happens and that the animals who are contributing their

0:25:12.440 --> 0:25:14.400
<v Speaker 1>lives to science have the best life possible.

0:25:14.600 --> 0:25:16.879
<v Speaker 3>Oh that sounds nice. It is, and it's nice to

0:25:16.960 --> 0:25:19.840
<v Speaker 3>see the process sort of self correcting, like, yeah, okay,

0:25:19.880 --> 0:25:23.360
<v Speaker 3>we trust scientists. Actually, maybe they need some more eyeballs

0:25:23.400 --> 0:25:26.520
<v Speaker 3>on them because they have conflicts of interest, and so

0:25:26.640 --> 0:25:28.520
<v Speaker 3>it's good to have other people who don't have those

0:25:28.560 --> 0:25:31.520
<v Speaker 3>conflicts looking over your shoulder and making sure you're doing

0:25:31.560 --> 0:25:32.280
<v Speaker 3>things with the right way.

0:25:32.400 --> 0:25:34.840
<v Speaker 1>That's nice, it is, And I also appreciate that there's

0:25:34.840 --> 0:25:37.200
<v Speaker 1>a veterinarian on there. The veterinarian will like check in

0:25:37.280 --> 0:25:41.200
<v Speaker 1>pretty regularly. I have training in parasitology, but I don't

0:25:41.200 --> 0:25:44.760
<v Speaker 1>necessarily have training in care of fish or something.

0:25:44.800 --> 0:25:45.760
<v Speaker 2>And I've done a bunch of reading.

0:25:45.800 --> 0:25:47.560
<v Speaker 1>But it's nice to have a veterinarian check in every

0:25:47.600 --> 0:25:50.040
<v Speaker 1>once in a while and offer their expertise to make

0:25:50.040 --> 0:25:52.120
<v Speaker 1>sure that these animals really are being treated as well

0:25:52.400 --> 0:25:54.639
<v Speaker 1>as you can in a lab setting. And I have

0:25:54.800 --> 0:25:57.640
<v Speaker 1>never worked on humans, but if you are doing things

0:25:57.680 --> 0:26:01.080
<v Speaker 1>with humans, including just like sending out survey to humans

0:26:01.320 --> 0:26:03.720
<v Speaker 1>that might ask questions that would make people feel uncomfortable,

0:26:04.080 --> 0:26:07.440
<v Speaker 1>you have to pass those procedures through an institutional review board.

0:26:07.800 --> 0:26:10.960
<v Speaker 1>So there's a similar procedure for working through humans. So

0:26:11.000 --> 0:26:14.240
<v Speaker 1>I guess you don't have anything like that for particle

0:26:14.280 --> 0:26:16.600
<v Speaker 1>physics because we don't care what you do to the particles.

0:26:17.000 --> 0:26:19.320
<v Speaker 3>No, we don't. But I did one time come home

0:26:19.400 --> 0:26:22.680
<v Speaker 3>from work to find Katrina collecting samples for an experiment

0:26:22.800 --> 0:26:26.160
<v Speaker 3>from our children. Oh, And I was like, hmm, shouldn't

0:26:26.160 --> 0:26:30.280
<v Speaker 3>you be asking the other parent pofore experimenting on your children,

0:26:30.400 --> 0:26:33.000
<v Speaker 3>like you have a conflict of interest here? And she

0:26:33.200 --> 0:26:35.720
<v Speaker 3>was like, it's just a saliva sample. I'm like, the

0:26:35.840 --> 0:26:38.440
<v Speaker 3>children can't consent to. So we have a lot of

0:26:38.440 --> 0:26:39.280
<v Speaker 3>fun joking about that.

0:26:39.480 --> 0:26:42.760
<v Speaker 2>Did you give permission? That's good? That's good.

0:26:43.640 --> 0:26:45.760
<v Speaker 1>So, Daniel, there's this new thing that's getting sort of

0:26:45.840 --> 0:26:48.160
<v Speaker 1>big in science that my friends have been talking about.

0:26:48.200 --> 0:26:49.800
<v Speaker 1>I haven't had a chance to do this yet, but

0:26:50.000 --> 0:26:52.800
<v Speaker 1>pre registering a scientific study, have you done this yet?

0:26:53.040 --> 0:26:55.600
<v Speaker 3>We don't actually do this in particle physics, because this

0:26:55.720 --> 0:26:58.000
<v Speaker 3>is another way that particle physics is weird, is that

0:26:58.480 --> 0:27:01.520
<v Speaker 3>we publish our studies when we get a negative result.

0:27:02.240 --> 0:27:04.600
<v Speaker 3>Like lots of fields of science, you might say I

0:27:04.640 --> 0:27:06.800
<v Speaker 3>have an idea for how we might learn something, and

0:27:06.880 --> 0:27:08.760
<v Speaker 3>you know, you do this study and then it didn't

0:27:08.800 --> 0:27:12.639
<v Speaker 3>work or you learned that there's nothing new there like okay,

0:27:13.040 --> 0:27:15.359
<v Speaker 3>bears eat salmon. We already knew that you know like

0:27:15.640 --> 0:27:18.760
<v Speaker 3>or whatever. And often those studies don't get published if

0:27:18.800 --> 0:27:21.960
<v Speaker 3>the result isn't statistically significant or you didn't learn something new,

0:27:22.800 --> 0:27:24.879
<v Speaker 3>and there's a statistical issue there, which is that this

0:27:25.000 --> 0:27:27.879
<v Speaker 3>can lead to a bias in our data and our understanding.

0:27:28.280 --> 0:27:30.920
<v Speaker 3>The effect is called PA hacking, and it means that

0:27:31.080 --> 0:27:34.040
<v Speaker 3>sometimes things that are not real can appear to be

0:27:34.119 --> 0:27:38.160
<v Speaker 3>significant just due to random fluctuation. Say, for example, I'm

0:27:38.400 --> 0:27:40.640
<v Speaker 3>testing a bunch of coins to see if they're fare.

0:27:41.160 --> 0:27:44.560
<v Speaker 3>I flip each one one hundred times. Then like most

0:27:44.600 --> 0:27:46.840
<v Speaker 3>of the time, I'm going to get fifty heads, but occasionally,

0:27:47.119 --> 0:27:49.360
<v Speaker 3>just due to random fluctuations, I'm going to get one

0:27:49.440 --> 0:27:52.639
<v Speaker 3>that gets like seventy heads right. And the more I

0:27:52.760 --> 0:27:54.960
<v Speaker 3>do this experiment, the more likely I am to have

0:27:55.160 --> 0:27:58.080
<v Speaker 3>one that's a fluctuation. And so if I only publish

0:27:58.520 --> 0:28:00.680
<v Speaker 3>the ones that seem to be sick magnificant, that that

0:28:00.800 --> 0:28:03.840
<v Speaker 3>crossed some statistical threshold to be weird, it's going to

0:28:03.920 --> 0:28:06.080
<v Speaker 3>look like these coins are not fair, when in reality

0:28:06.200 --> 0:28:09.000
<v Speaker 3>they are. That's what PA hacking is. P refers to

0:28:09.440 --> 0:28:12.440
<v Speaker 3>the probability for the alternative hypothesis that the coin is

0:28:12.520 --> 0:28:16.600
<v Speaker 3>fair to fluctuate randomly to look like it's not fair.

0:28:17.400 --> 0:28:20.719
<v Speaker 3>And so the way to counteract this is to publish

0:28:20.800 --> 0:28:23.480
<v Speaker 3>negative results, to say, look, I did all these experiments

0:28:23.880 --> 0:28:26.399
<v Speaker 3>and the coin came out fair. We already knew that, yawn.

0:28:26.560 --> 0:28:29.359
<v Speaker 3>But it's important that we include this context so that

0:28:29.480 --> 0:28:31.560
<v Speaker 3>if one in a thousand studies says, look I saw

0:28:31.640 --> 0:28:34.480
<v Speaker 3>one in a thousand times effect, you know what it means.

0:28:35.160 --> 0:28:38.360
<v Speaker 3>And often we do this by pre registering studies by

0:28:38.400 --> 0:28:40.040
<v Speaker 3>saying I'm going to go out and do this study

0:28:40.160 --> 0:28:42.720
<v Speaker 3>and I don't know the results yet, but I'm going

0:28:42.800 --> 0:28:45.560
<v Speaker 3>to publish it either way, right, And so that's a

0:28:45.640 --> 0:28:46.920
<v Speaker 3>way to counteract p hacking.

0:28:47.120 --> 0:28:50.200
<v Speaker 1>So in my field, what you've just described, I think

0:28:50.200 --> 0:28:52.680
<v Speaker 1>we would call the file draw effect. And so the

0:28:53.240 --> 0:28:55.320
<v Speaker 1>idea here is that, yeah, when you get a null

0:28:55.480 --> 0:28:58.720
<v Speaker 1>result or a result that's less interesting, you might try

0:28:58.760 --> 0:29:00.800
<v Speaker 1>to publish it somewhere, but you're less likely to put

0:29:00.800 --> 0:29:02.240
<v Speaker 1>in the effort to try to publish it in a

0:29:02.280 --> 0:29:04.240
<v Speaker 1>lower tier journal that you're going to get less credit

0:29:04.320 --> 0:29:07.600
<v Speaker 1>from your institution for having published in. And that could

0:29:07.640 --> 0:29:09.280
<v Speaker 1>make it look like an effect is there, because when

0:29:09.280 --> 0:29:11.400
<v Speaker 1>you randomly get a positive effect, it gets published and

0:29:11.480 --> 0:29:14.600
<v Speaker 1>otherwise it doesn't. For us, pe hacking is when you

0:29:14.840 --> 0:29:17.520
<v Speaker 1>didn't get the result that you wanted, but you're looking

0:29:17.560 --> 0:29:19.760
<v Speaker 1>at your data and you're like, oh, you know, I

0:29:19.880 --> 0:29:23.080
<v Speaker 1>wasn't actually asking a question about this other thing, but

0:29:23.320 --> 0:29:25.440
<v Speaker 1>if I look at my data, there's actually a statistically

0:29:25.480 --> 0:29:28.920
<v Speaker 1>significant result there, and so I'm going to publish on that,

0:29:29.760 --> 0:29:31.400
<v Speaker 1>and you know, maybe I'll mention that this wasn't the

0:29:31.480 --> 0:29:34.840
<v Speaker 1>initial thing, but I found this, you know, significant relationship

0:29:35.080 --> 0:29:37.240
<v Speaker 1>that's positive, So I'll publish on that. And the deal

0:29:37.320 --> 0:29:39.920
<v Speaker 1>there is, you know, like you said, randomly, you would

0:29:39.920 --> 0:29:42.600
<v Speaker 1>expect to get results that look like something is really

0:29:42.680 --> 0:29:45.080
<v Speaker 1>going on. And if you just are searching through your

0:29:45.160 --> 0:29:48.400
<v Speaker 1>data set, you're more likely to find something that's significant.

0:29:48.400 --> 0:29:51.040
<v Speaker 1>And that wasn't the question you're originally asking. And so

0:29:51.160 --> 0:29:54.160
<v Speaker 1>the reason we do pre registering a scientific study is

0:29:54.240 --> 0:29:57.040
<v Speaker 1>you'll say, ahead of time, I am specifically looking at

0:29:57.080 --> 0:30:01.720
<v Speaker 1>the relationship between I don't know, parasite and how often

0:30:01.760 --> 0:30:04.240
<v Speaker 1>a fish darts. And so if I go on and

0:30:04.320 --> 0:30:07.840
<v Speaker 1>I publish a paper about parasites and how active a

0:30:07.960 --> 0:30:11.560
<v Speaker 1>fish is, you could say, hey, did you just find

0:30:11.680 --> 0:30:13.520
<v Speaker 1>that result? And that you changed your paper to be

0:30:13.560 --> 0:30:15.880
<v Speaker 1>about that because it looked interesting. And so anyway, this

0:30:15.960 --> 0:30:18.000
<v Speaker 1>is how we make sure that you're not looking for

0:30:18.120 --> 0:30:20.760
<v Speaker 1>significant results and just publishing whatever you find.

0:30:21.000 --> 0:30:24.120
<v Speaker 3>And in particle physics we're lucky enough that we always

0:30:24.160 --> 0:30:28.200
<v Speaker 3>publish because a negative result is still interesting. Like if

0:30:28.240 --> 0:30:30.400
<v Speaker 3>you look for a particle because you think it's there

0:30:30.680 --> 0:30:33.640
<v Speaker 3>and the universe would make more sense for it to exist,

0:30:33.720 --> 0:30:36.000
<v Speaker 3>like the Higgs boson, then if you see it, great,

0:30:36.080 --> 0:30:38.960
<v Speaker 3>you publish it. If you don't, that's still interesting. You

0:30:39.040 --> 0:30:41.400
<v Speaker 3>still want to know, oh, there isn't a Higgs Boson,

0:30:42.200 --> 0:30:44.960
<v Speaker 3>because if we smash particles together often enough and we

0:30:45.040 --> 0:30:47.600
<v Speaker 3>don't see it, we can say something about the likelihood

0:30:47.600 --> 0:30:50.200
<v Speaker 3>of it not existing, because if it existed, we would

0:30:50.320 --> 0:30:52.840
<v Speaker 3>have seen it. Now. We still are susceptible to p

0:30:53.000 --> 0:30:56.400
<v Speaker 3>hacking because we will sometimes see fluctuations like data will

0:30:56.520 --> 0:30:59.640
<v Speaker 3>just like look like a new particle sometimes, and to

0:31:00.440 --> 0:31:02.840
<v Speaker 3>that we have a very stringent criteria. It's called this

0:31:03.000 --> 0:31:05.880
<v Speaker 3>five sigma threshold, which means if we only claim the

0:31:05.960 --> 0:31:10.040
<v Speaker 3>particle is discovered if it's very very very unlikely to

0:31:10.360 --> 0:31:12.880
<v Speaker 3>come from a fluctuation, but we still in principle could

0:31:12.920 --> 0:31:15.600
<v Speaker 3>get fooled. And that's why we always have duplicate experiments,

0:31:15.680 --> 0:31:17.400
<v Speaker 3>like at the largechange in cloud, we have two of

0:31:17.480 --> 0:31:21.000
<v Speaker 3>these big detectors and they're totally independent, and that's why

0:31:21.120 --> 0:31:23.280
<v Speaker 3>you expect to see the same physics in both. And

0:31:23.360 --> 0:31:25.320
<v Speaker 3>if you don't, you know something this squarely.

0:31:25.600 --> 0:31:28.160
<v Speaker 1>Yeah, And in my field, we're getting better where if

0:31:28.240 --> 0:31:31.880
<v Speaker 1>you get no result or negative results, as long as

0:31:31.920 --> 0:31:34.560
<v Speaker 1>you can show that you did a sound experiment and

0:31:34.680 --> 0:31:38.120
<v Speaker 1>the answer is no, then you can still publish it somewhere.

0:31:38.200 --> 0:31:40.800
<v Speaker 1>And so Public Library of Science or PLUS is a

0:31:40.880 --> 0:31:44.320
<v Speaker 1>journal that encourages folks to submit they're null results as

0:31:44.400 --> 0:31:46.160
<v Speaker 1>long as the science was good and you can defend

0:31:46.240 --> 0:31:47.960
<v Speaker 1>what you did to try to make sure that you're

0:31:47.960 --> 0:31:49.560
<v Speaker 1>not getting this file drawer effects stuff.

0:31:49.640 --> 0:31:51.479
<v Speaker 2>So you get the no answers just as often as

0:31:51.480 --> 0:31:52.480
<v Speaker 2>the yes answers, and.

0:31:52.560 --> 0:31:55.360
<v Speaker 3>That's helpful, right. It saves people time because if Kelly

0:31:55.400 --> 0:31:56.880
<v Speaker 3>had a great idea and it turned out the answer

0:31:57.000 --> 0:31:58.760
<v Speaker 3>is no, and then she just throws it in the

0:31:58.800 --> 0:32:01.440
<v Speaker 3>file drawer, then Sam across the country is going to

0:32:01.520 --> 0:32:04.360
<v Speaker 3>try the same thing someday and waste their time. So

0:32:04.560 --> 0:32:06.440
<v Speaker 3>it's it's good to get this stuff out there.

0:32:06.720 --> 0:32:09.760
<v Speaker 1>Right, And you know, in my field, wasting time also

0:32:09.960 --> 0:32:12.760
<v Speaker 1>often means that some animals may have died in the process.

0:32:12.960 --> 0:32:15.120
<v Speaker 1>And so to me, I feel like there's this additional

0:32:15.240 --> 0:32:18.600
<v Speaker 1>ethical requirement that you get anything that you learned from

0:32:18.640 --> 0:32:20.760
<v Speaker 1>these animals out so that nobody has to go and

0:32:20.840 --> 0:32:22.960
<v Speaker 1>repeat it and it you know, more animals might have

0:32:23.080 --> 0:32:26.120
<v Speaker 1>to pass away for science. So anyway, good to get

0:32:26.160 --> 0:32:26.520
<v Speaker 1>it out there.

0:32:26.600 --> 0:32:29.200
<v Speaker 3>All right, So then let's talk more about what happens

0:32:29.280 --> 0:32:31.120
<v Speaker 3>when you think you have an interesting result and you've

0:32:31.160 --> 0:32:33.760
<v Speaker 3>written it up and you want to publish it.

0:32:33.920 --> 0:32:35.840
<v Speaker 1>And we're going to leave everybody on a ledge for

0:32:36.000 --> 0:32:37.800
<v Speaker 1>just a second, and when we get back from the break,

0:32:37.880 --> 0:32:40.600
<v Speaker 1>we'll talk more about the fascinating world of peer review.

0:33:00.560 --> 0:33:03.040
<v Speaker 1>All right, Daniel, you have a significant result. You've got

0:33:03.080 --> 0:33:04.800
<v Speaker 1>a result that looks good, or at least even if

0:33:04.840 --> 0:33:07.040
<v Speaker 1>it's no, you're sure it was no because the experiment

0:33:07.200 --> 0:33:07.480
<v Speaker 1>was done.

0:33:07.520 --> 0:33:09.120
<v Speaker 2>Well, what do you do next?

0:33:09.440 --> 0:33:12.479
<v Speaker 3>So we write it up, and when all of our

0:33:12.560 --> 0:33:14.880
<v Speaker 3>co authors are happy with it, the first thing we

0:33:15.000 --> 0:33:18.280
<v Speaker 3>do is we post it online. So particle physics is

0:33:18.320 --> 0:33:22.000
<v Speaker 3>a very very online science, and we invented this thing

0:33:22.120 --> 0:33:26.000
<v Speaker 3>called the archive where scientists post their papers and it's

0:33:26.000 --> 0:33:29.680
<v Speaker 3>called a preprint because we posted before we submitted to

0:33:29.720 --> 0:33:32.520
<v Speaker 3>the journal. So for example, I finished a paper this

0:33:32.640 --> 0:33:36.560
<v Speaker 3>week and yesterday it appeared on the archive, and nobody's

0:33:36.600 --> 0:33:39.000
<v Speaker 3>reviewed it, nobody's confirmed it. It's just out there for

0:33:39.120 --> 0:33:41.880
<v Speaker 3>other scientists to look at. And in a week or so,

0:33:41.960 --> 0:33:44.880
<v Speaker 3>if we don't get like screaming fits from somebody saying

0:33:44.960 --> 0:33:47.440
<v Speaker 3>you stole my idea or this is deeply wrong, then

0:33:47.520 --> 0:33:50.080
<v Speaker 3>we'll submit it to a journal. So the process for

0:33:50.200 --> 0:33:53.480
<v Speaker 3>particle physics is first post it online, then submitted to

0:33:53.520 --> 0:33:55.400
<v Speaker 3>a journal where it's going to get reviewed, and that's

0:33:55.440 --> 0:33:57.800
<v Speaker 3>going to take months and months, but it's so slow.

0:33:57.880 --> 0:34:00.360
<v Speaker 3>The particle physicis just read the pre print server and

0:34:00.560 --> 0:34:03.920
<v Speaker 3>read those papers, and nobody really cares when it comes

0:34:04.000 --> 0:34:07.040
<v Speaker 3>out in the journal later because we already have seen

0:34:07.080 --> 0:34:07.960
<v Speaker 3>the paper months earlier.

0:34:08.239 --> 0:34:11.640
<v Speaker 1>But what if the peer reviewed version catches an error?

0:34:11.760 --> 0:34:14.120
<v Speaker 1>Do you go back and update the archive? Versions out?

0:34:14.200 --> 0:34:16.520
<v Speaker 3>Okay, you can update it. And usually papers in the

0:34:16.600 --> 0:34:18.840
<v Speaker 3>archive are like version three, version four, and there's comments

0:34:18.880 --> 0:34:20.759
<v Speaker 3>in between. You can compare them. You can see the

0:34:20.840 --> 0:34:24.000
<v Speaker 3>mistakes getting fixed, absolutely, And some papers appear in the

0:34:24.120 --> 0:34:27.399
<v Speaker 3>archive and then are never published and that's fine. I'd

0:34:27.480 --> 0:34:29.320
<v Speaker 3>actually had one paper like ten years ago put on

0:34:29.400 --> 0:34:32.560
<v Speaker 3>the archive. It took like more than a year to review,

0:34:33.239 --> 0:34:36.480
<v Speaker 3>and then they rejected it because the paper already had

0:34:36.760 --> 0:34:39.320
<v Speaker 3>like thirty citations, and so they were like, why publish this,

0:34:39.680 --> 0:34:41.680
<v Speaker 3>It's already out there, people are reading it and using it.

0:34:41.800 --> 0:34:44.040
<v Speaker 2>Huh, that's such a stupid reason.

0:34:44.160 --> 0:34:46.840
<v Speaker 3>Yeah, it was really dumb. But then we just gave up,

0:34:46.920 --> 0:34:48.880
<v Speaker 3>and now it's like one of my more cited papers

0:34:48.920 --> 0:34:52.560
<v Speaker 3>and it was never published. The system is silly. It

0:34:52.680 --> 0:34:54.880
<v Speaker 3>is silly, but I know that in other field is different.

0:34:55.040 --> 0:34:57.840
<v Speaker 3>Like my friends in astronomy, they never put papers on

0:34:57.920 --> 0:35:01.839
<v Speaker 3>the archive until after they've been reviewed, and they think

0:35:01.880 --> 0:35:03.440
<v Speaker 3>that if they send it to a journal, it's already

0:35:03.440 --> 0:35:05.759
<v Speaker 3>out in the archive. Those journal referees are going to

0:35:05.800 --> 0:35:08.920
<v Speaker 3>find that disrespectful like that they didn't wait for them

0:35:09.000 --> 0:35:11.520
<v Speaker 3>to chime in. So it's definitely a field by field

0:35:11.560 --> 0:35:13.759
<v Speaker 3>culture kind of thing. How does it work for you guys?

0:35:14.040 --> 0:35:17.880
<v Speaker 1>Yeah, so y'all were definitely the trailblazers. We subsequently came

0:35:17.960 --> 0:35:22.239
<v Speaker 1>up with bio Archive, and I remember when I was

0:35:22.320 --> 0:35:25.000
<v Speaker 1>initially wanting to submit to bio archive, I was hesitant

0:35:25.040 --> 0:35:27.600
<v Speaker 1>to do it because some of our journals did say

0:35:28.760 --> 0:35:31.160
<v Speaker 1>your paper should not be available anywhere else, because we

0:35:31.239 --> 0:35:33.080
<v Speaker 1>want to be the only place where you can find it.

0:35:33.320 --> 0:35:36.440
<v Speaker 1>And that's because journals make money off of people who

0:35:36.640 --> 0:35:39.560
<v Speaker 1>download their articles, and so they didn't want someone else

0:35:39.560 --> 0:35:42.319
<v Speaker 1>to be able to get another version for free somewhere else.

0:35:42.520 --> 0:35:45.080
<v Speaker 1>And on bio archive or archive, all of the articles

0:35:45.120 --> 0:35:48.680
<v Speaker 1>are free. But it seems like it's now become acceptable

0:35:48.960 --> 0:35:51.320
<v Speaker 1>that you can put papers in these pre print servers

0:35:51.480 --> 0:35:53.919
<v Speaker 1>like bio Archive, and so now a lot of people

0:35:53.960 --> 0:35:55.840
<v Speaker 1>will do that, and they do it for a variety

0:35:55.880 --> 0:35:57.680
<v Speaker 1>of reasons. Some of it is they want to get

0:35:57.719 --> 0:36:00.120
<v Speaker 1>feedback early, they want to get the results out out

0:36:00.120 --> 0:36:03.239
<v Speaker 1>there early. But sometimes it's also like if you've got

0:36:03.360 --> 0:36:06.560
<v Speaker 1>a PhD student who wants to go looking for a job.

0:36:07.320 --> 0:36:10.200
<v Speaker 1>On their resume, if they finished a study, they'll write

0:36:10.320 --> 0:36:13.600
<v Speaker 1>in preparation next to the manuscript. But in preparation could

0:36:13.680 --> 0:36:15.680
<v Speaker 1>mean I've got the data and I still need to

0:36:15.719 --> 0:36:17.680
<v Speaker 1>do all the stats and I haven't even started writing.

0:36:18.239 --> 0:36:20.200
<v Speaker 1>Or it could mean I'm about to submit it to

0:36:20.239 --> 0:36:22.160
<v Speaker 1>a journal, and if you've put it on bio archive,

0:36:22.239 --> 0:36:25.080
<v Speaker 1>you're saying, look, it's done. I just need to start

0:36:25.120 --> 0:36:27.239
<v Speaker 1>the peer review process, or even it's in peer review,

0:36:27.239 --> 0:36:29.800
<v Speaker 1>because that process can take a long time. So anyway,

0:36:29.840 --> 0:36:32.080
<v Speaker 1>it's becoming a lot more common to put your papers

0:36:32.120 --> 0:36:34.920
<v Speaker 1>on bio archive, just to make them easier to access

0:36:34.960 --> 0:36:37.080
<v Speaker 1>for other people, and just to show that you really

0:36:37.160 --> 0:36:41.440
<v Speaker 1>have actually finished that study finally, after a decade or

0:36:41.520 --> 0:36:43.239
<v Speaker 1>however long it took, the.

0:36:43.320 --> 0:36:46.080
<v Speaker 3>Clock has still taken on your thesis. There, Kelly, we'll see.

0:36:46.040 --> 0:36:47.320
<v Speaker 2>I'll get into preparation.

0:36:48.280 --> 0:36:50.800
<v Speaker 3>In preparation, so then you send it to a journal,

0:36:51.160 --> 0:36:52.880
<v Speaker 3>and you pick a journal, like if you think it's

0:36:52.880 --> 0:36:55.520
<v Speaker 3>a really exciting paper, you send it to Nature or Science.

0:36:55.719 --> 0:36:57.360
<v Speaker 3>If you think it's less exciting, you send it to

0:36:57.400 --> 0:37:00.880
<v Speaker 3>a journal with a smaller impact factor. So in particle

0:37:00.920 --> 0:37:03.920
<v Speaker 3>physics we often publish in like Physical Review or in

0:37:04.040 --> 0:37:06.960
<v Speaker 3>Journal of highind Physics or these kinds of journals, and

0:37:07.280 --> 0:37:09.960
<v Speaker 3>it goes to an editor, and an editor finds people

0:37:10.040 --> 0:37:12.279
<v Speaker 3>to review it. These are the peers, and they reach

0:37:12.320 --> 0:37:15.200
<v Speaker 3>out to folks they know who are experts in the field,

0:37:15.400 --> 0:37:18.520
<v Speaker 3>who aren't your supervisor or your brother or this kind

0:37:18.560 --> 0:37:21.080
<v Speaker 3>of thing, and ask them to review these things. And

0:37:21.160 --> 0:37:23.200
<v Speaker 3>Katrina is a senior editor on a journal, so I

0:37:23.239 --> 0:37:24.840
<v Speaker 3>see this process all the time, and she has to

0:37:24.880 --> 0:37:27.120
<v Speaker 3>read the paper, think about who might know about it,

0:37:27.680 --> 0:37:30.600
<v Speaker 3>and then find people to review it. And usually you

0:37:30.680 --> 0:37:33.919
<v Speaker 3>have one to three people read this paper and give

0:37:34.040 --> 0:37:37.200
<v Speaker 3>comments on it. But finding reviewers can be tough.

0:37:37.760 --> 0:37:39.800
<v Speaker 1>So for our grants that we talked about earlier, you

0:37:39.880 --> 0:37:41.640
<v Speaker 1>have to make sure that the person reviewing the grant

0:37:41.719 --> 0:37:43.960
<v Speaker 1>doesn't have a conflict of interest. They're not your brother

0:37:44.120 --> 0:37:47.000
<v Speaker 1>or your supervisor or something like that. And in my field,

0:37:47.160 --> 0:37:50.160
<v Speaker 1>the same holds true for when you're reviewing manuscripts. Is

0:37:50.200 --> 0:37:51.359
<v Speaker 1>that true for your field as well?

0:37:51.600 --> 0:37:53.919
<v Speaker 3>Yeah? Absolutely, Yeah. You have to say, oh, I can't

0:37:53.960 --> 0:37:57.240
<v Speaker 3>read this one because that was my student or something

0:37:57.360 --> 0:37:57.560
<v Speaker 3>like that.

0:37:58.239 --> 0:38:00.040
<v Speaker 2>Yeah. How long does review usually take for your.

0:38:00.680 --> 0:38:03.320
<v Speaker 3>I'd say it's you know, like four to eight weeks

0:38:03.440 --> 0:38:04.040
<v Speaker 3>or something like that.

0:38:04.440 --> 0:38:06.920
<v Speaker 1>Wow, how about you, guys, I'd be happy four to

0:38:07.000 --> 0:38:09.200
<v Speaker 1>eight weeks. That sounds good, but it can be you know,

0:38:09.320 --> 0:38:11.800
<v Speaker 1>sometimes six months, and at six months you start writing

0:38:11.880 --> 0:38:12.759
<v Speaker 1>the editor being.

0:38:12.719 --> 0:38:16.279
<v Speaker 2>Like, come on man, this is crazy. But yeah, it

0:38:16.320 --> 0:38:18.080
<v Speaker 2>can be hard to find reviewers.

0:38:18.040 --> 0:38:21.279
<v Speaker 3>Because reviewers are just other scientists busy writing their own

0:38:21.320 --> 0:38:23.600
<v Speaker 3>grants and writing their own papers and doing all their

0:38:23.640 --> 0:38:25.800
<v Speaker 3>work and picking up their kids from daycare and stuff

0:38:25.840 --> 0:38:28.400
<v Speaker 3>like this and trying to get through that mountain of laundry.

0:38:28.800 --> 0:38:30.800
<v Speaker 3>You know. I think that people forget that, like science

0:38:30.920 --> 0:38:33.279
<v Speaker 3>is just people, right, and people are busy. Yeah, And

0:38:33.400 --> 0:38:35.400
<v Speaker 3>if you're out there and you've written some treatise on

0:38:35.560 --> 0:38:38.279
<v Speaker 3>the fundamental physics of the universe and nobody has read it,

0:38:38.600 --> 0:38:41.320
<v Speaker 3>it's not because we're gatekeeping. Is just because we're busy,

0:38:41.560 --> 0:38:44.439
<v Speaker 3>you know. And there's lots of those. And I often

0:38:44.480 --> 0:38:46.320
<v Speaker 3>say no to editors who ask me to review stuff

0:38:46.320 --> 0:38:47.680
<v Speaker 3>because I'm just too busy to do it in a

0:38:47.760 --> 0:38:48.359
<v Speaker 3>timely manner.

0:38:48.719 --> 0:38:49.600
<v Speaker 2>Yeah, no, me as well.

0:38:49.640 --> 0:38:51.839
<v Speaker 1>And I think it's worth noting that while we're doing

0:38:51.920 --> 0:38:54.279
<v Speaker 1>this review work, we're doing it for free. Yeah, Like

0:38:54.360 --> 0:38:57.720
<v Speaker 1>when you're on a grant review panel, you can lose

0:38:58.160 --> 0:39:00.600
<v Speaker 1>weeks of time to reviewing these things and you don't

0:39:00.600 --> 0:39:03.160
<v Speaker 1>get reimbursed for that time. And the same thing goes

0:39:03.200 --> 0:39:05.480
<v Speaker 1>So when I review a manuscript, I read it for

0:39:05.600 --> 0:39:08.600
<v Speaker 1>one day, takes me a couple hours to read carefully,

0:39:09.000 --> 0:39:10.520
<v Speaker 1>and then I sit on it for a few days,

0:39:10.560 --> 0:39:12.759
<v Speaker 1>and that's the main thing that is occupying my brain

0:39:12.840 --> 0:39:14.759
<v Speaker 1>in the background for those days. And that could be

0:39:14.920 --> 0:39:17.160
<v Speaker 1>like I could have been thinking about the introduction to

0:39:17.200 --> 0:39:19.239
<v Speaker 1>my next book or something, but instead I'm thinking about

0:39:19.239 --> 0:39:19.799
<v Speaker 1>the methods to.

0:39:19.800 --> 0:39:20.640
<v Speaker 2>Make sure it made sense.

0:39:21.000 --> 0:39:23.479
<v Speaker 1>And then I spend another three to four hours reading

0:39:23.520 --> 0:39:26.600
<v Speaker 1>it again and writing in detail my comments. And if

0:39:26.600 --> 0:39:28.320
<v Speaker 1>I think there's some literature they missed, I go and

0:39:28.400 --> 0:39:31.560
<v Speaker 1>I find it and like it's a multi day process.

0:39:31.560 --> 0:39:33.960
<v Speaker 1>When I commit to reviewing a paper, and reviewers don't

0:39:34.000 --> 0:39:35.960
<v Speaker 1>get paid for that, nor do the editors.

0:39:36.160 --> 0:39:37.040
<v Speaker 2>How long does it take you?

0:39:37.480 --> 0:39:40.000
<v Speaker 3>Well, I wish that all of my papers were reviewed

0:39:40.040 --> 0:39:44.200
<v Speaker 3>by somebody as thorough as you. But my process is similar,

0:39:44.360 --> 0:39:47.680
<v Speaker 3>like an initial read, some thoughts, and then let it sit.

0:39:48.000 --> 0:39:50.399
<v Speaker 3>Sometimes I'll discuss it with people in my group. We'll

0:39:50.440 --> 0:39:53.400
<v Speaker 3>read it together, and then I read it again in detail.

0:39:53.560 --> 0:39:55.960
<v Speaker 3>And then, especially if the review is negative, I wait

0:39:56.560 --> 0:39:58.040
<v Speaker 3>and I sit on it, and I come back later

0:39:58.080 --> 0:40:01.560
<v Speaker 3>I'm like, was this fair? And also, most importantly, was

0:40:01.600 --> 0:40:06.560
<v Speaker 3>I nice enough on my comments? Constructive and helpful and

0:40:06.680 --> 0:40:09.359
<v Speaker 3>not like just negative or harsh in any way? I'd

0:40:09.400 --> 0:40:12.440
<v Speaker 3>like try to take a sandpaper to anything that's negative

0:40:12.760 --> 0:40:15.480
<v Speaker 3>and smooth it over, because I've been on the other

0:40:15.680 --> 0:40:19.160
<v Speaker 3>end of harsh reviews and it's it doesn't help anybody

0:40:19.640 --> 0:40:21.759
<v Speaker 3>to get zingers in there and like especially because a

0:40:21.800 --> 0:40:23.520
<v Speaker 3>lot of my papers are written by young people and

0:40:23.520 --> 0:40:24.960
<v Speaker 3>it's often their first paper, and then I have to

0:40:24.960 --> 0:40:27.479
<v Speaker 3>show them this review that's like, this guy's a jerk.

0:40:28.200 --> 0:40:30.279
<v Speaker 3>This isn't necessary. I have to explain to them that

0:40:30.400 --> 0:40:33.680
<v Speaker 3>the anonymity here is protecting them. But you know, most

0:40:33.719 --> 0:40:37.239
<v Speaker 3>reviewers are fair and are thoughtful and are courteous, and

0:40:37.360 --> 0:40:40.120
<v Speaker 3>so often we get like helpful feedback, like what about this,

0:40:40.360 --> 0:40:42.520
<v Speaker 3>or have you thought about this question? Or what would

0:40:42.520 --> 0:40:45.320
<v Speaker 3>you say to this concern? Do you find your feedback

0:40:45.360 --> 0:40:46.200
<v Speaker 3>to be mostly useful?

0:40:46.360 --> 0:40:48.600
<v Speaker 1>Yeah, But most of the time the feedback I get

0:40:48.719 --> 0:40:51.120
<v Speaker 1>improves the paper. I did have one reviewer when it

0:40:51.200 --> 0:40:52.759
<v Speaker 1>was one of my first papers who told me they

0:40:52.800 --> 0:40:53.960
<v Speaker 1>were very disappointed in me.

0:40:54.280 --> 0:41:01.040
<v Speaker 3>It's like, you're a jerk, disappointed, thanks dead.

0:41:01.920 --> 0:41:04.799
<v Speaker 2>And that was because my supplemental materials were too long.

0:41:05.000 --> 0:41:06.319
<v Speaker 2>I was like, God, give me a break.

0:41:06.400 --> 0:41:09.320
<v Speaker 1>But anyway, so in my field, we're moving towards double

0:41:09.360 --> 0:41:12.800
<v Speaker 1>blind review, so the reviewers are not supposed to know

0:41:12.920 --> 0:41:15.440
<v Speaker 1>the names of the authors, and the authors are not

0:41:15.480 --> 0:41:18.279
<v Speaker 1>supposed to know who reviewed their paper. And that's a

0:41:18.360 --> 0:41:20.040
<v Speaker 1>really great idea. So that you feel like you can

0:41:20.120 --> 0:41:22.200
<v Speaker 1>honestly tell someone if their paper was good or not.

0:41:22.280 --> 0:41:24.200
<v Speaker 1>You don't have to worry about someone getting mad at

0:41:24.200 --> 0:41:28.279
<v Speaker 1>you in particular, though in practice there's usually like four

0:41:28.400 --> 0:41:31.160
<v Speaker 1>people who could review your paper, so you know, like

0:41:31.400 --> 0:41:34.959
<v Speaker 1>you know, it was Joe or Francceine and Franccene tends

0:41:35.000 --> 0:41:36.080
<v Speaker 1>to be meaner and so.

0:41:36.760 --> 0:41:39.200
<v Speaker 2>But anyway, so yeah, what about mirror field? Is it

0:41:39.480 --> 0:41:40.600
<v Speaker 2>blind or double blind?

0:41:40.840 --> 0:41:43.360
<v Speaker 3>It's only blind to one direction. The review is anonymous,

0:41:43.520 --> 0:41:46.279
<v Speaker 3>but you see who the authors are. I know, in

0:41:46.360 --> 0:41:49.880
<v Speaker 3>some other fields, like in top computer science conferences, for example,

0:41:49.960 --> 0:41:52.840
<v Speaker 3>it's double blind, and that's helpful. But also it's not

0:41:52.920 --> 0:41:54.279
<v Speaker 3>that hard to figure it out. If you wanted to

0:41:54.360 --> 0:41:56.439
<v Speaker 3>know who these people are, you could figure it out.

0:41:57.120 --> 0:41:58.800
<v Speaker 3>But you might also be wondering, like, what is the

0:41:58.920 --> 0:42:01.399
<v Speaker 3>job of the reviewer exactlytly does reviewer have to make

0:42:01.480 --> 0:42:05.160
<v Speaker 3>sure the experiment was right? Like if I'm checking Kelly's work,

0:42:05.160 --> 0:42:06.360
<v Speaker 3>I'm the reviewer, do you have to go out and

0:42:06.440 --> 0:42:08.600
<v Speaker 3>do the experiment and make sure she was right? And

0:42:08.680 --> 0:42:11.719
<v Speaker 3>that's the things that peer review is not replication. The

0:42:11.880 --> 0:42:15.080
<v Speaker 3>job of the reviewer is to ask do the claims

0:42:15.080 --> 0:42:18.040
<v Speaker 3>of the paper are they supported by the evidence provided,

0:42:18.680 --> 0:42:22.120
<v Speaker 3>is their logic? There is there mathematical tissue between the

0:42:22.200 --> 0:42:25.120
<v Speaker 3>work that's been done and the conclusions that are being claimed.

0:42:25.560 --> 0:42:28.440
<v Speaker 3>And also is it well written in the citations? And finally,

0:42:28.800 --> 0:42:31.759
<v Speaker 3>is it interesting? Is it important? Does it play a

0:42:31.920 --> 0:42:35.040
<v Speaker 3>role in the scientific conversation? Which is a little bit

0:42:35.120 --> 0:42:37.759
<v Speaker 3>subjective of course, but science is by the people and

0:42:37.880 --> 0:42:40.960
<v Speaker 3>for the people. But if you're working on something nobody's

0:42:41.040 --> 0:42:43.120
<v Speaker 3>interested in, then nobody's going to read your paper. Then

0:42:43.160 --> 0:42:46.680
<v Speaker 3>a journal might say this is solid work, but nobody cares.

0:42:46.880 --> 0:42:49.760
<v Speaker 3>It's a boring question, or you didn't learn anything interesting.

0:42:50.760 --> 0:42:53.560
<v Speaker 3>The reviewer's job is not to say, hey, I did

0:42:53.640 --> 0:42:55.520
<v Speaker 3>this experiment also, and I know that this is a

0:42:55.600 --> 0:42:57.880
<v Speaker 3>feature of the universe. That's not the task of the

0:42:57.920 --> 0:43:00.799
<v Speaker 3>Reviewer's not their job to do that for you. It's

0:43:00.800 --> 0:43:03.160
<v Speaker 3>also not the task of the reviewer to say, like, hey,

0:43:03.200 --> 0:43:05.080
<v Speaker 3>this is a cool idea. I would have done this differently,

0:43:05.160 --> 0:43:06.680
<v Speaker 3>and so you now need to go back and do

0:43:06.840 --> 0:43:09.960
<v Speaker 3>all these additional studies that I think are important. And

0:43:10.040 --> 0:43:12.240
<v Speaker 3>you see this a lot in peer review that reviews

0:43:12.280 --> 0:43:14.560
<v Speaker 3>come back and say this is cool, but also do

0:43:14.960 --> 0:43:18.440
<v Speaker 3>xyz and like that's frustrating to me, because that's not

0:43:18.560 --> 0:43:20.000
<v Speaker 3>the job, but the reviewer.

0:43:19.960 --> 0:43:21.759
<v Speaker 2>Yes, yep, Nope. That's super frustrating.

0:43:22.600 --> 0:43:26.640
<v Speaker 1>And I think it's worth noting that sometimes bad papers

0:43:26.680 --> 0:43:29.399
<v Speaker 1>get through this procedure, and I one of the ways

0:43:29.440 --> 0:43:33.520
<v Speaker 1>that bad papers get through is that reviewers aren't required

0:43:33.800 --> 0:43:36.279
<v Speaker 1>or and this makes sense, but they're not responsible for

0:43:36.400 --> 0:43:39.400
<v Speaker 1>going through, for example, the codes for the statistical models

0:43:39.400 --> 0:43:41.759
<v Speaker 1>that you ran. And so if somebody you know, check

0:43:41.800 --> 0:43:43.840
<v Speaker 1>their codes a bunch of times, but they forgot a

0:43:43.960 --> 0:43:47.719
<v Speaker 1>minus signed somewhere, the result could be wrong and maybe

0:43:47.760 --> 0:43:49.879
<v Speaker 1>nobody knows. And I have known a couple of people

0:43:50.000 --> 0:43:53.680
<v Speaker 1>who afterwards have gone to use those models again for

0:43:53.800 --> 0:43:56.320
<v Speaker 1>some other question and caught their mistake. And then a

0:43:56.440 --> 0:43:59.880
<v Speaker 1>good scientist will contact that journal and say, I have

0:44:00.000 --> 0:44:01.800
<v Speaker 1>I have to retract my paper, or I have to

0:44:02.120 --> 0:44:05.080
<v Speaker 1>submit errata and let everybody know I forgot the minus

0:44:05.160 --> 0:44:08.280
<v Speaker 1>signed these it's a different result, and that's really painful.

0:44:08.440 --> 0:44:11.200
<v Speaker 1>But at least they're being honest, and that's great, and

0:44:11.280 --> 0:44:15.280
<v Speaker 1>I think that's really important. Or some people are dishonest

0:44:15.440 --> 0:44:17.560
<v Speaker 1>and there's no way for the reviewer to know that

0:44:17.800 --> 0:44:20.800
<v Speaker 1>my field had somebody where they were one of the

0:44:20.920 --> 0:44:25.239
<v Speaker 1>biggest names in the field, and there's this new requirement

0:44:25.320 --> 0:44:25.799
<v Speaker 1>in our field.

0:44:25.840 --> 0:44:27.479
<v Speaker 2>What's a couple decades old? Now I'm old.

0:44:27.560 --> 0:44:31.120
<v Speaker 1>But where you have to put the data that you use,

0:44:31.440 --> 0:44:34.080
<v Speaker 1>that you collected as part of the experiment online, somewhere

0:44:34.200 --> 0:44:36.399
<v Speaker 1>in a public place where people can download your data.

0:44:36.960 --> 0:44:39.440
<v Speaker 1>And again, you know, in a field where animals are

0:44:39.640 --> 0:44:41.719
<v Speaker 1>being used to collect data. It's great to know that

0:44:42.320 --> 0:44:44.640
<v Speaker 1>those data could be used by other people to ask questions.

0:44:44.719 --> 0:44:46.840
<v Speaker 1>You can get more information out of them. But it

0:44:46.960 --> 0:44:50.200
<v Speaker 1>also means that if someone gets suspect results, you can

0:44:50.480 --> 0:44:53.320
<v Speaker 1>pull their data and rerun the models. And when somebody

0:44:53.440 --> 0:44:56.080
<v Speaker 1>was looking at the data, it was clear that the

0:44:56.200 --> 0:44:59.200
<v Speaker 1>numbers just didn't make sense, like one column was always

0:44:59.719 --> 0:45:04.640
<v Speaker 1>the prior column times three and it anyway, after more scrutiny,

0:45:04.680 --> 0:45:06.799
<v Speaker 1>it became clear that this person was making up their data.

0:45:07.239 --> 0:45:09.120
<v Speaker 1>But you know, we have this new check where your

0:45:09.200 --> 0:45:11.080
<v Speaker 1>data have to be available to everyone else, and that

0:45:11.200 --> 0:45:13.319
<v Speaker 1>has helped us sort of tease out people who are

0:45:13.400 --> 0:45:16.520
<v Speaker 1>being dishonest. So the system is evolving and getting better

0:45:16.600 --> 0:45:19.000
<v Speaker 1>over time. But still sometimes you get stuff through.

0:45:19.239 --> 0:45:21.759
<v Speaker 3>You certainly do, and there are folks out there who

0:45:21.840 --> 0:45:25.360
<v Speaker 3>are like combing through papers to find this stuff and

0:45:25.920 --> 0:45:28.560
<v Speaker 3>there's a scientist, for example, her name is Elizabeth Bick,

0:45:28.600 --> 0:45:31.720
<v Speaker 3>and this is her passion. She combs through old papers

0:45:31.760 --> 0:45:36.320
<v Speaker 3>and finds evidence of like photoshopping in biology. You know,

0:45:36.400 --> 0:45:38.360
<v Speaker 3>you take a picture of your gel and it's supposed

0:45:38.360 --> 0:45:40.080
<v Speaker 3>to have this blob and she finds, oh, this blob

0:45:40.160 --> 0:45:41.960
<v Speaker 3>is the same as that blob, or it's been reverted

0:45:42.400 --> 0:45:44.960
<v Speaker 3>or whatever. And so there are definitely lots of ways

0:45:45.000 --> 0:45:46.840
<v Speaker 3>that you could find this stuff now that we couldn't

0:45:46.840 --> 0:45:50.880
<v Speaker 3>have done beforehand. But peer review is not a guarantee

0:45:51.320 --> 0:45:53.520
<v Speaker 3>that this hasn't been done, like whereviewers should look for

0:45:53.600 --> 0:45:55.520
<v Speaker 3>this stuff and call it out if you see it.

0:45:55.600 --> 0:45:58.640
<v Speaker 3>But stuff definitely can get through. It's not a perfect system,

0:45:59.080 --> 0:46:01.400
<v Speaker 3>you know, it's one of these. It's the terrible system.

0:46:01.440 --> 0:46:03.080
<v Speaker 3>But it's also the best that we have so far.

0:46:03.400 --> 0:46:05.520
<v Speaker 2>Just in aside here, I am a massive wimp.

0:46:05.640 --> 0:46:10.520
<v Speaker 1>If I like purposefully fabricated data in this era where

0:46:10.520 --> 0:46:13.440
<v Speaker 1>everything is like public and people can peek behind the curtain.

0:46:13.200 --> 0:46:15.919
<v Speaker 2>I would never sleep again. I'd be like, someone's gonna

0:46:15.920 --> 0:46:18.279
<v Speaker 2>find me out, and it would be like I would

0:46:18.320 --> 0:46:20.520
<v Speaker 2>be miserable the rest of my life.

0:46:20.800 --> 0:46:24.480
<v Speaker 1>I'd rather have a bunch of low impact papers than

0:46:24.800 --> 0:46:26.719
<v Speaker 1>worry that I was gonna get called out for lying,

0:46:26.880 --> 0:46:28.600
<v Speaker 1>but anyway, I am a whim.

0:46:28.600 --> 0:46:31.000
<v Speaker 3>Yeah, And so the highest standard really is not just

0:46:31.120 --> 0:46:33.239
<v Speaker 3>that something has been pure reviewed, but that something has

0:46:33.320 --> 0:46:37.000
<v Speaker 3>been independently replicated. Like you might have a scientist who's

0:46:37.080 --> 0:46:40.279
<v Speaker 3>doing totally solid work and see some effect in their lab,

0:46:41.040 --> 0:46:43.759
<v Speaker 3>but doesn't realize that it's an artifact due to some

0:46:43.960 --> 0:46:48.480
<v Speaker 3>condition the humidity or the local gravity or the trains

0:46:48.600 --> 0:46:51.040
<v Speaker 3>or something are causing some influence on their experiments, And

0:46:51.120 --> 0:46:52.719
<v Speaker 3>so you want people on the other side of the

0:46:52.800 --> 0:46:55.680
<v Speaker 3>world who built it differently, who made different assumptions, who

0:46:55.760 --> 0:46:59.239
<v Speaker 3>sensitive different stuff to reproduce it. You might remember this

0:46:59.400 --> 0:47:02.520
<v Speaker 3>excitement of about high temperature superconductors. A couple of years

0:47:02.560 --> 0:47:06.200
<v Speaker 3>ago LK ninety nine. Korean scientists claimed to have created

0:47:06.760 --> 0:47:10.920
<v Speaker 3>this room temperature, cheap superconductor which would revolutionize the industry,

0:47:11.600 --> 0:47:13.920
<v Speaker 3>and so very quickly people were out there trying to

0:47:14.120 --> 0:47:17.440
<v Speaker 3>replicate it, and people were excited. But until another independent

0:47:17.480 --> 0:47:20.400
<v Speaker 3>group built it and showed that it was real, nobody

0:47:20.480 --> 0:47:22.600
<v Speaker 3>really accepted it and thought we were in a new era.

0:47:23.239 --> 0:47:26.680
<v Speaker 3>And personally, for example, when we were discovering the Higgs boson,

0:47:26.840 --> 0:47:29.880
<v Speaker 3>I saw the data accumulating around a mass of one

0:47:29.960 --> 0:47:32.160
<v Speaker 3>hundred and twenty five. We were looking at it constantly.

0:47:32.200 --> 0:47:34.239
<v Speaker 3>It was building up and up and up. But until

0:47:34.320 --> 0:47:37.359
<v Speaker 3>I heard that my colleagues around the ring also saw

0:47:37.400 --> 0:47:41.000
<v Speaker 3>an effect at the same place, I didn't personally think, Okay, yeah,

0:47:41.160 --> 0:47:44.160
<v Speaker 3>we found this thing. And so this sort of independent

0:47:44.320 --> 0:47:46.759
<v Speaker 3>replication is really sort of the highest standard. What do

0:47:46.840 --> 0:47:47.840
<v Speaker 3>you think, Kelly, I.

0:47:47.880 --> 0:47:50.960
<v Speaker 1>Think so, And to me, this is one of the

0:47:51.239 --> 0:47:54.719
<v Speaker 1>current weaknesses in science, at least in my field. So

0:47:55.400 --> 0:47:58.200
<v Speaker 1>replicating data is absolutely critical. But if you write to

0:47:58.239 --> 0:48:00.560
<v Speaker 1>the National Science Foundation, for example, and you're like, oh,

0:48:00.640 --> 0:48:03.200
<v Speaker 1>I just want to do the same experiment that Maria did,

0:48:03.280 --> 0:48:05.640
<v Speaker 1>but I'm going to do it on another continent, it's

0:48:05.680 --> 0:48:07.320
<v Speaker 1>going to be hard to get money for that because

0:48:07.320 --> 0:48:10.880
<v Speaker 1>it's not a new idea, and it's also probably not

0:48:10.960 --> 0:48:13.840
<v Speaker 1>going to get published in a top tier journal. And

0:48:14.000 --> 0:48:16.920
<v Speaker 1>so if you are training PhD students who are going

0:48:16.960 --> 0:48:19.400
<v Speaker 1>to want to get jobs and they're just replic quote unquote,

0:48:19.480 --> 0:48:22.279
<v Speaker 1>just replicating somebody else's work, that's not going to help

0:48:22.320 --> 0:48:24.239
<v Speaker 1>them get a job as much as following up on

0:48:24.320 --> 0:48:27.040
<v Speaker 1>their own exciting new idea. And so we've got this

0:48:27.160 --> 0:48:31.520
<v Speaker 1>incentive structure. It's actually not super great for encouraging people

0:48:31.600 --> 0:48:34.799
<v Speaker 1>to replicate each other's studies, but I do think it's

0:48:34.840 --> 0:48:37.000
<v Speaker 1>absolutely critical, and I would love to see us sort

0:48:37.000 --> 0:48:40.440
<v Speaker 1>of work on that incentive structure to make replication just

0:48:40.520 --> 0:48:42.960
<v Speaker 1>as important as the initial thing that got done.

0:48:43.640 --> 0:48:46.960
<v Speaker 3>That's interesting. In particle physics, there's maybe a slightly healthier environment.

0:48:47.320 --> 0:48:50.640
<v Speaker 3>We have a few signals of new physics that we've

0:48:50.680 --> 0:48:53.600
<v Speaker 3>seen in experiments that we're all curious about, but nobody

0:48:53.719 --> 0:48:56.799
<v Speaker 3>really accepts because it doesn't quite make sense. And then

0:48:56.880 --> 0:48:59.520
<v Speaker 3>there's been another generation of experiments to follow up on those.

0:49:00.000 --> 0:49:03.040
<v Speaker 3>For example, there's a very significant signal of dark matter

0:49:03.120 --> 0:49:06.400
<v Speaker 3>an experiment in Italy called DOMA, and nobody really believes

0:49:06.440 --> 0:49:08.680
<v Speaker 3>it because we've never seen it in another experiment. And

0:49:08.760 --> 0:49:11.839
<v Speaker 3>people have set up other experiments very similar to DAMA,

0:49:11.920 --> 0:49:14.400
<v Speaker 3>but in another part of the world with different conditions,

0:49:14.480 --> 0:49:17.120
<v Speaker 3>in a different cave, for example, and not seeing the

0:49:17.160 --> 0:49:20.640
<v Speaker 3>same effects. And so those were experiments definitely inspired by

0:49:20.760 --> 0:49:24.160
<v Speaker 3>this signal to test this in other conditions. And in

0:49:24.239 --> 0:49:27.120
<v Speaker 3>the last few years there was this quote unquote discovery

0:49:27.200 --> 0:49:30.840
<v Speaker 3>of a fifth force in this experiment in Hungary, and

0:49:31.120 --> 0:49:33.560
<v Speaker 3>folks in Berkeley are trying to replicate it, and there's

0:49:33.560 --> 0:49:36.239
<v Speaker 3>an experiment in Italy trying to probe it as well,

0:49:36.600 --> 0:49:39.120
<v Speaker 3>And so there's definitely like follow up work. But usually

0:49:39.160 --> 0:49:41.040
<v Speaker 3>those follow up experiments are a little bit broader, and

0:49:41.080 --> 0:49:43.160
<v Speaker 3>they try to not just check this one new result,

0:49:43.239 --> 0:49:47.400
<v Speaker 3>but also learn something else along the way to make it,

0:49:47.480 --> 0:49:50.320
<v Speaker 3>so they're also covering new ground. But I agree we

0:49:50.360 --> 0:49:53.400
<v Speaker 3>should definitely have replication. But it comes back to funding, right,

0:49:53.560 --> 0:49:56.120
<v Speaker 3>Like if your reviewer, what would you rather fund, Like

0:49:56.200 --> 0:49:58.600
<v Speaker 3>let's check Kelly study, or let's do this brand new

0:49:58.719 --> 0:50:00.880
<v Speaker 3>thing that could tell us something new about the universe.

0:50:01.160 --> 0:50:03.040
<v Speaker 1>Yeah, And when I write a grant, I try to

0:50:03.160 --> 0:50:06.360
<v Speaker 1>work my own replication in there, like as part of

0:50:06.520 --> 0:50:09.680
<v Speaker 1>asking a new question, I'm going to repeat the experiment,

0:50:09.760 --> 0:50:11.279
<v Speaker 1>but maybe put a little tweak But then I can

0:50:11.320 --> 0:50:13.359
<v Speaker 1>at least make sure that I'm still getting the same

0:50:13.440 --> 0:50:16.160
<v Speaker 1>results in you know, a different space or with slightly

0:50:16.200 --> 0:50:18.440
<v Speaker 1>different lighting or something like that. And so, and you know,

0:50:18.560 --> 0:50:21.520
<v Speaker 1>especially when to defend my field a little bit, especially

0:50:21.600 --> 0:50:24.200
<v Speaker 1>when animals need to be euthanized as part of the experiment,

0:50:25.080 --> 0:50:27.080
<v Speaker 1>you know, you might be a little bit hesitant to

0:50:27.160 --> 0:50:28.719
<v Speaker 1>be like, well, this is just for replication, Well, if

0:50:28.719 --> 0:50:31.920
<v Speaker 1>you already got an answer, do animals need to get so? Anyway,

0:50:31.960 --> 0:50:34.480
<v Speaker 1>So we do also try to ask additional questions while

0:50:34.560 --> 0:50:36.560
<v Speaker 1>trying to replicate, but it would be nice if we

0:50:36.600 --> 0:50:37.480
<v Speaker 1>had more incentive for that.

0:50:37.800 --> 0:50:40.040
<v Speaker 3>And there's folks out there just doing this, Like you

0:50:40.160 --> 0:50:42.960
<v Speaker 3>might have heard of the replication crisis that comes out

0:50:43.000 --> 0:50:45.600
<v Speaker 3>of people finding papers in the literature and saying like,

0:50:45.680 --> 0:50:47.920
<v Speaker 3>all right, let's reproduce this, let's see if it holds up.

0:50:48.440 --> 0:50:50.800
<v Speaker 3>And this is one reason that like p hacking is

0:50:50.960 --> 0:50:53.320
<v Speaker 3>a thing people talk about, because we discovered that some

0:50:53.440 --> 0:50:57.400
<v Speaker 3>of the results in literature are just statistical artifacts that

0:50:57.480 --> 0:51:00.520
<v Speaker 3>were selected in order to get a paper out there.

0:51:01.080 --> 0:51:03.520
<v Speaker 3>And so I think what you're seeing in a broader

0:51:03.600 --> 0:51:06.560
<v Speaker 3>sentence is science is self correcting. Just like we saw

0:51:06.600 --> 0:51:09.440
<v Speaker 3>that we needed to add external reviewers and members of

0:51:09.480 --> 0:51:12.080
<v Speaker 3>the public when we're talking about the experiments you do

0:51:12.200 --> 0:51:14.840
<v Speaker 3>on animals. Now we see like, okay, we need some

0:51:15.080 --> 0:51:17.640
<v Speaker 3>sort of way to protect against this kind of abuse

0:51:17.680 --> 0:51:20.239
<v Speaker 3>as well. And so you know, the process is a

0:51:20.320 --> 0:51:23.680
<v Speaker 3>living thing. It's not like science is a crisp philosophy.

0:51:23.760 --> 0:51:26.359
<v Speaker 3>What we call science has changed over the last ten years,

0:51:26.400 --> 0:51:29.480
<v Speaker 3>fifty years, one hundred years and it will continue to

0:51:29.560 --> 0:51:33.080
<v Speaker 3>evolve and I hope keep delivering great truths about the universe.

0:51:33.360 --> 0:51:36.600
<v Speaker 1>Yeah, me too, And so Steven asked, how can you

0:51:36.800 --> 0:51:39.399
<v Speaker 1>know if something is good science or not? I feel

0:51:39.400 --> 0:51:43.279
<v Speaker 1>like that was the big push behind the question. And

0:51:43.360 --> 0:51:45.200
<v Speaker 1>so what do you think when you read a paper

0:51:45.239 --> 0:51:45.919
<v Speaker 1>for the first time?

0:51:46.360 --> 0:51:47.160
<v Speaker 2>What do you look for?

0:51:47.640 --> 0:51:49.440
<v Speaker 3>Well, you know, science has to stand on its own,

0:51:49.520 --> 0:51:51.400
<v Speaker 3>So the thing I look for is like, does the

0:51:51.480 --> 0:51:54.000
<v Speaker 3>paper make sense? Does it lay out an argument? Do

0:51:54.200 --> 0:51:57.560
<v Speaker 3>the conclusions follow from the evidence presented? That's the most

0:51:57.600 --> 0:52:00.000
<v Speaker 3>important thing to me. But before I'm in a person

0:52:00.080 --> 0:52:02.680
<v Speaker 3>something believe that something is real part of the universe, yeah,

0:52:02.680 --> 0:52:05.239
<v Speaker 3>I need to see it reproduced by another group. I've

0:52:05.280 --> 0:52:08.560
<v Speaker 3>often reproduced papers myself, especially if they're like statistical, just

0:52:08.560 --> 0:52:10.560
<v Speaker 3>to make sure I understand, like, how is this calculation

0:52:10.719 --> 0:52:12.759
<v Speaker 3>being done? Exactly? How do you get from step three

0:52:12.880 --> 0:52:15.960
<v Speaker 3>to four? Because I really want to understand what are

0:52:16.000 --> 0:52:19.120
<v Speaker 3>the assumptions being made and think about whether those are

0:52:19.200 --> 0:52:22.439
<v Speaker 3>broad enough. So I would say that, yes, peer review

0:52:22.480 --> 0:52:25.840
<v Speaker 3>papers can be wrong, but that's part of science, and

0:52:26.120 --> 0:52:28.520
<v Speaker 3>the highest standard I think is independent replication.

0:52:28.760 --> 0:52:30.920
<v Speaker 1>What do you think, Kelly, Yeah, no, I agree. I mean,

0:52:30.960 --> 0:52:33.360
<v Speaker 1>when I read a paper, I'll look to see, you know,

0:52:33.440 --> 0:52:36.520
<v Speaker 1>what journal is it in. So lately there in this

0:52:36.680 --> 0:52:38.359
<v Speaker 1>day and age, there are some new what we call

0:52:38.440 --> 0:52:41.759
<v Speaker 1>predatory journals where they will encourage people to submit, but

0:52:41.880 --> 0:52:44.960
<v Speaker 1>they publish just about anything they get. And peer review

0:52:45.040 --> 0:52:47.839
<v Speaker 1>isn't so much about peers having a chance to turn

0:52:47.960 --> 0:52:50.000
<v Speaker 1>down a study, but they'll like give a.

0:52:49.960 --> 0:52:51.960
<v Speaker 2>Little bit of input. But the paper gets published one

0:52:52.000 --> 0:52:52.479
<v Speaker 2>way or another.

0:52:52.600 --> 0:52:54.640
<v Speaker 1>So you need to look to see what kind of

0:52:54.760 --> 0:52:57.120
<v Speaker 1>journal it was published in, and then you know, if

0:52:57.160 --> 0:52:58.879
<v Speaker 1>it's a field I know about, I'll look to see

0:52:59.000 --> 0:53:01.000
<v Speaker 1>did you cite the paper that I would expect you

0:53:01.080 --> 0:53:04.560
<v Speaker 1>to be citing. Was your literature search deep enough? And

0:53:04.800 --> 0:53:08.400
<v Speaker 1>where your experiments designed? Well, what else could those results

0:53:08.480 --> 0:53:11.560
<v Speaker 1>have meant? And then who funded the study and stuff

0:53:11.600 --> 0:53:12.879
<v Speaker 1>like that. But you know, if you are a member

0:53:12.880 --> 0:53:14.520
<v Speaker 1>of the general public and you can't do all of

0:53:14.600 --> 0:53:16.960
<v Speaker 1>that and you're just reading a pop side summary, I

0:53:16.960 --> 0:53:19.560
<v Speaker 1>would look for again, like where is this being published in?

0:53:19.640 --> 0:53:22.000
<v Speaker 1>You know, like if it's The Atlantic by ed Young,

0:53:22.320 --> 0:53:25.839
<v Speaker 1>it's probably great. And if the science journalist had other

0:53:26.239 --> 0:53:29.600
<v Speaker 1>scientists way in on what might have been wrong about

0:53:29.640 --> 0:53:32.279
<v Speaker 1>the study, that's a good sign, and so you look

0:53:32.360 --> 0:53:35.279
<v Speaker 1>for where you're getting the information, how critical they seem

0:53:35.360 --> 0:53:37.560
<v Speaker 1>to be, and stuff like that. What do you look

0:53:37.600 --> 0:53:38.720
<v Speaker 1>for in a pop side article.

0:53:39.360 --> 0:53:41.680
<v Speaker 3>Yeah, in a pop side article, I definitely look to

0:53:41.760 --> 0:53:45.680
<v Speaker 3>see whether they have talked to people who are not authors,

0:53:46.160 --> 0:53:48.440
<v Speaker 3>you know, other people in the field who know this stuff,

0:53:49.120 --> 0:53:52.480
<v Speaker 3>and is it just a press release from the university,

0:53:52.640 --> 0:53:54.680
<v Speaker 3>or as a journalist who's actually thought about this stuff

0:53:54.800 --> 0:53:57.200
<v Speaker 3>and written something up. Those are definitely the things I

0:53:57.280 --> 0:54:00.400
<v Speaker 3>look for in popside press releases, because there's the temptation

0:54:00.560 --> 0:54:03.920
<v Speaker 3>and the sort of marketplace of ideas to overinflate the

0:54:04.040 --> 0:54:05.320
<v Speaker 3>meaning of an incremental study.

0:54:05.680 --> 0:54:07.719
<v Speaker 1>Yep, yep, all right, So in general I would say

0:54:07.760 --> 0:54:10.080
<v Speaker 1>that you know, we have this process in place to

0:54:10.160 --> 0:54:11.920
<v Speaker 1>try to make sure that the best ideas are the

0:54:11.960 --> 0:54:14.239
<v Speaker 1>ones that move forward, and that we're all checking to

0:54:14.280 --> 0:54:16.440
<v Speaker 1>make sure no one missed anything important along the way.

0:54:17.239 --> 0:54:20.680
<v Speaker 1>Some stuff gets through either by mistake or because some

0:54:20.840 --> 0:54:24.480
<v Speaker 1>people are unscrupulous, but hopefully that doesn't happen that often.

0:54:25.360 --> 0:54:27.600
<v Speaker 1>But you know, the system is evolving at all times.

0:54:27.640 --> 0:54:30.200
<v Speaker 1>And if you have a study that you're interested in,

0:54:30.440 --> 0:54:32.400
<v Speaker 1>but you don't know if you can trust the press

0:54:32.440 --> 0:54:34.560
<v Speaker 1>release or whatever. You can send it to us, and

0:54:34.640 --> 0:54:36.600
<v Speaker 1>if it happens to me in our wheelhouse, we're happy

0:54:36.680 --> 0:54:38.960
<v Speaker 1>to weigh in and tell you what sort of you know,

0:54:39.160 --> 0:54:42.480
<v Speaker 1>set off our alarm bells in our heads, or what

0:54:42.600 --> 0:54:45.239
<v Speaker 1>we liked about the study, and we're happy to help

0:54:45.239 --> 0:54:47.920
<v Speaker 1>people figure out what was done well and what was

0:54:48.440 --> 0:54:49.439
<v Speaker 1>just squeaking through.

0:54:50.920 --> 0:54:53.200
<v Speaker 3>All right, Thanks very much, Steven for asking this question,

0:54:53.320 --> 0:54:56.440
<v Speaker 3>if for shining a light on the inner workings of science, and.

0:54:56.440 --> 0:54:58.279
<v Speaker 1>If you'd like to reach out to us, send us

0:54:58.280 --> 0:55:01.279
<v Speaker 1>an email at questions at Daniel and Kelly dot org

0:55:01.440 --> 0:55:04.280
<v Speaker 1>and let's see what Stephen had to say about our answer.

0:55:04.640 --> 0:55:07.160
<v Speaker 6>Hi, Daniel and Kelly, it's Steve here. Thanks so much

0:55:07.200 --> 0:55:09.520
<v Speaker 6>for answering my question. I think you shed a lot

0:55:09.560 --> 0:55:13.400
<v Speaker 6>of light on some topics that most of the general

0:55:13.520 --> 0:55:16.719
<v Speaker 6>public are not aware of, and I really appreciate that.

0:55:17.360 --> 0:55:21.239
<v Speaker 6>It's actually really fascinating to learn that just because something

0:55:21.320 --> 0:55:24.440
<v Speaker 6>is peer reviewed doesn't mean it's one hundred percent fact.

0:55:25.280 --> 0:55:29.160
<v Speaker 6>And it's definitely a lot to take away here, so

0:55:29.239 --> 0:55:32.719
<v Speaker 6>I appreciate you guys diving into the topic and looking

0:55:32.760 --> 0:55:33.840
<v Speaker 6>forward to the next episode.

0:55:40.640 --> 0:55:44.160
<v Speaker 1>Daniel and Kelly's Extraordinary Universe is produced by iHeartRadio.

0:55:44.400 --> 0:55:47.000
<v Speaker 2>We would love to hear from you, We really would.

0:55:47.239 --> 0:55:49.920
<v Speaker 3>We want to know what questions you have about this

0:55:50.200 --> 0:55:51.800
<v Speaker 3>extraordinary universe.

0:55:51.960 --> 0:55:54.839
<v Speaker 1>We want to know your thoughts on recent shows, suggestions

0:55:54.880 --> 0:55:55.800
<v Speaker 1>for future shows.

0:55:56.000 --> 0:55:58.279
<v Speaker 2>If you contact us, we will get back to you.

0:55:58.600 --> 0:56:02.279
<v Speaker 3>We really mean it. Answer every message. Email us at

0:56:02.440 --> 0:56:05.280
<v Speaker 3>Questions at Danielankelly.

0:56:04.440 --> 0:56:06.479
<v Speaker 1>Dot org, or you can find us on social media.

0:56:06.600 --> 0:56:10.320
<v Speaker 1>We have accounts on x, Instagram, Blue Sky and on

0:56:10.480 --> 0:56:12.400
<v Speaker 1>all of those platforms. You can find us at D

0:56:12.880 --> 0:56:14.400
<v Speaker 1>and K Universe.

0:56:14.600 --> 0:56:16.120
<v Speaker 3>Don't be shy, write to us