Author: Sean Carroll

  • Data on “Facts” and Facts on “Data”

    A philosophy professor of mine used to like to start a new semester by demanding of his class, “How many facts are in this room?” No right answer, of course — the lesson was supposed to be that the word “fact” doesn’t apply directly to some particular kind of thing we find lying around in the world. Indeed, one might go so far as to argue that what counts as a “fact” depends on one’s theoretical framework. (Is “spacetime is curved” a fact? What if spacetime isn’t fundamental in quantum gravity?)

    Nevertheless, people sometimes use the word. A recent post by PZ reminded me of how it comes up especially in arguments over evolution, which is occasionally accused of being “just a theory.” I’ve tried to make my own view clear — when we as scientists use these words, we shouldn’t pretend they have some once-and-for-all meanings that were handed down by Francis Bacon when he was putting the finishing touches on the scientific method. Rather, we should be honest about how they are actually used. “Theory,” in particular, isn’t cleanly separate from words like “law” or “hypothesis” or “model,” and doesn’t have any well-defined status on the spectrum from obviously false to certainly true. And “fact” — well, that’s a word scientists hardly use at all. We use words like “data” or “evidence,” but the concept of a “fact” simply isn’t that useful in scientific practice.

    But you know what would really be useful here? Some facts! Or at least some data. There’s one repository of professional scientific communication that I know very well — SPIRES, the high-energy physics literature database run by SLAC. (My hypothesis guess is that any other field would turn up similar results.) I don’t know an easy way to search entire papers, but it’s child’s play to search the titles. So let’s ask it — how often do scientists (as represented by high-energy physicists) use the word “fact”?

    find t fact or t facts
    120 records

    Okay, they clearly use the word sometimes. What about some competitors?

    find t data
    9909 records

    Ha! Now that’s the kind of word scientists like to use. And the others?

    find t evidence
    4396 records

    find t observation or t observations
    10924 records

    You get the picture. Scientists prefer not to talk about “facts,” because it’s hard to tell what’s a fact and what isn’t. Science looks at the data, and tries to understand it in terms of hypothetical models, which rise or fall in acceptance as new data are gathered and better theories are proposed. Just for fun:

    find t theory
    42285 records

    find t model
    45977 records

    find t hypothesis
    578 records

    find t law
    1293 records

    So I’m happy to say evolution is “true,” or is “correct,” but I’ll leave “facts” to Joe Friday.

  • Quantum to Cosmos, and a Tiny Bit Beyond

    Taking off to the Great White North this week, for a couple of fun events. First it’s to the Perimeter Institute in Waterloo, which is hosting the Quantum to Cosmos Festival. It’s ten days of fun and big ideas, and best of all it will all be recorded and streamed live. Check out the program here. I’ll be participating in a panel discussion on big ideas Thursday night, and giving a popular talk on the arrow of time Saturday night. But there’s also a promising panel discussion on cosmology on Sunday (moderated by my favorite science writer), as well as interesting-looking talks by people like Peter Diamandis, Jim Gates, Neil Gershenfeld, Cory Doctorow, and even the other Sean Carroll. Plenty of fun to go around.

    Then it’s off to the Francophone sector with me, where I’ll be visiting McGill University in Montreal to give another public talk on Monday night. I don’t know of any recordings there, but the talk won’t be that different from Saturday’s. But if there are any CV readers in Montreal, be sure to say hi!

  • A New Challenge to Einstein?

    General relativity, Einstein’s theory of gravity and spacetime, has been pretty successful over the years. It’s passed numerous tests in the Solar System, scored a Nobel-worthy victory with the binary pulsar, and gets the right answer even when extrapolated back to the first one second after the Big Bang. But no scientific theory is sacred. Even though GR is both aesthetically compelling and an unquestioned empirical success, it’s our job as scientists to keep probing it in different ways. Especially when it comes to astrophysics, where we need dark matter and dark energy to explain what we see, it makes sense to put Einstein to the most stringent tests we can devise.

    So here is a new such test, courtesy of Rachel Bean of Cornell. She combines a suite of cosmological data, especially measurements of weak gravitational lensing from the Hubble Space Telescope, to see whether GR correctly describes the behavior of large-scale structure in the universe. And the surprising thing is — it doesn’t. At the 98% confidence level, Rachel finds that general relativity is inconsistent with the data. I’m not sure why we haven’t been reading about this in the science media or even on other blogs — it’s certainly a newsworthy result. Admittedly, the smart money is still that there is some tricky thing that hasn’t yet been noticed and Einstein will eventually come through the victor, but this is serious work by a respected cosmologist. Either the result is wrong, and we should be working hard to find out why, or it’s right, and we’re on the cusp of a revolution.

    Here is the abstract:

    A weak lensing detection of a deviation from General Relativity on cosmic scales
    Authors: Rachel Bean

    Abstract: We consider evidence for deviations from General Relativity (GR) in the growth of large scale structure, using two parameters, γ and η, to quantify the modification. We consider the Integrated Sachs-Wolfe effect (ISW) in the WMAP Cosmic Microwave Background data, the cross-correlation between the ISW and galaxy distributions from 2MASS and SDSS surveys, and the weak lensing shear field from the Hubble Space Telescope’s COSMOS survey along with measurements of the cosmic expansion history. We find current data, driven by the COSMOS weak lensing measurements, disfavors GR on cosmic scales, preferring η < 1 at 1 < z < 2 at the 98% significance level.

    Let’s see if we can’t unpack the basic idea. The real problem in testing GR in cosmology is that any particular kind of spacetime curvature can be a solution to Einstein’s theory — all you need are the right sources of matter and energy. So in order to do a real test, you need to have some confidence that you understand what is creating the gravitational field — in the Solar System it’s the Sun and planets, in the binary pulsar it’s two neutron stars, and in the early universe it’s radiation. For large-scale structure things are a bit less clear — there’s ordinary matter, and dark matter, and of course dark energy.

    Nevertheless, even though there are some things we don’t know about dark matter and dark energy, there are some things we think we do know. One of those things is that they don’t create any “anisotropic stress” — basically, a force that pulls different sides of things in different directions. Given that extremely reasonable assumption, GR makes a powerful prediction: there is a certain amount of curvature associated with space, and a certain amount of curvature associated with time, and those two things should be equal. (The space-space and time-time potentials φ and ψ of Newtonian gauge, for you experts.) The curvature of space tells you how meter sticks are distorted relative to each other as they move from place to place, while the curvature of time tells you how clocks at different locations seem to run at different rates. The prediction that they are equal is testable: you can try to measure both forms of curvature and divide one by the other. The parameter η in the abstract is the ratio of the space curvature to the time curvature; if GR is right, the answer should be one.

    There is a straightforward way, in principle, to measure these two types of curvature. A slowly-moving object (like a planet moving around the Sun) is influenced by the curvature of time, but not by the curvature of space. (That sounds backwards, but keep in mind that “slowly-moving” is equivalent to “moves more through time than through space,” so the curvature of time is more important.) But light, which moves as fast as you can, is pushed around equally by the two types of curvature. So all you have to do is, for example, compare the gravitational field felt by slowly-moving objects to that felt by a passing light ray. GR predicts that they should, in a well-defined sense, be the same.

    We’ve done this in the Solar System, of course, and everything is fine. But it’s always possible that some deviation from Einstein shows up at much larger distance and weaker gravitational fields than we have access to in our local neighborhood. That’s basically what Rachel’s paper does, considering different measures of the statistical properties of large-scale structure and comparing them to the predictions of a phenomenological model of the gravitational field. A crucial role is played by gravitational lensing, since that’s where the deflection of light comes in.

    And here is the answer: the likelihood, given the data, for different values of 1/η, the ratio of the time curvature to the space curvature. The GR prediction is at 1, but the data show a pronounced peak between 3 and 4, and strongly disfavor the GR prediction. If both the data and the analysis are okay, there would be less than a 2% chance of obtaining this result. Not as good as 0.01%, but still pretty good.

    bean-eta

    So what are we supposed to make of this? Don’t get me wrong: I’m not ready to bet against Einstein, at least not yet. Mostly my pro-Einstein prejudice comes from long experience trying to come up with alternative theories of gravity that are simultaneously logically sensible and observationally consistent; it’s just very hard to do. But more generally, good scientists naturally have a strong suspicion of any claimed observational result that purports to overthrow an extremely well-established theory. That’s just common sense, not hidebound establishmentarianism; most such anomalies eventually go away.

    But that doesn’t mean that you ignore anomalies; you just treat them with caution. In this case, there could be an unrecognized systematic error in the data set, or a subtle error in the analysis. Given 1:1 odds, that’s certainly where the smart money would bet right now. It’s also possible that the fault lies with dark matter or dark energy, not with gravity — but it’s hard to see how that could work, to be honest. Happily, it’s an empirical question — more data and more analysis will either reinforce the result, or make it go away. After all, some anomalies turn out to be frighteningly real. This one is worth taking seriously, to say the least.

  • The Dark Energy Song

    It’s Friday! And my promised bloggy content-providing hasn’t really materialized. Someone has to write those letters of recommendation, and my students weren’t impressed by my pleas that there was blogging to be done.

    But I gave a colloquium yesterday at Caltech, and afterwards one of the folks who came to dinner was Lloyd Knox, an old friend and a cosmologist at UC Davis. Talk naturally turned to his most well-known work: the Dark Energy Song, sung to his class and (inevitably) captured to video and posted to YouTube by a quick-thinking student. But to my surprise, it only has about 1,000 views! Surely we can help bring this masterpiece to a wider audience.

    Note that musical/lyrical critiques by people who have not demonstrated bravery by putting their own performances on YouTube will be derided as acts of base cowardice.

  • Practicality and the Universe

    This year’s Nobel Prizes in Physics have been awarded to Charles Kao, for fiber optics, and Willard Boyle and George Smith, for charge-coupled devices (CCD’s, which have replaced film as the go-to way to take pictures). Very worthy selections, which are being justly celebrated in certain quarters as a triumph of practicality. Can’t argue with that — as Chad says, things like the internet (brought to you in part by fiber-optic cables) and digital cameras (often based on CCD’s) affect everyone’s lives in tangible ways.

    But they are also important for lovely impractical uses! When I hear “fiber optics” and “CCD’s” in the same breath, I am immediately going to think of the Sloan Digital Sky Survey (SDSS), which has provided us with the most detailed map we have of our neighborhood of the universe. Almost a million galaxies, and over 100,000 quasars, baby! How impractical is that?

    Sloan telescope

    The SDSS is a redshift survey, which means it’s not sufficient to just snap a picture of all those galaxies; you also want to measure their spectra (i.e., break down their light into individual frequencies) to see how much they have been shifted to the red by the cosmological expansion. And you just want the spectra of the galaxies, not the blank parts of the sky in between them. The Sloan technique was to drill giant plates for each patch of sky, with one hole corresponding to the position of every galaxy to be surveyed. (There were a lot of plates.) This image from the Galaxy Zoo blog.

    Sloan plate

    Then you want to bring that light down to the camera. You guessed it — fiber-optic cables. Thanks, Dr. Kao.

    Sloan fibers

    The camera in question was possibly the most complex camera ever built — thirty separate CCD’s, combining for 120 megapixels in total, all cooled to -80 degrees Celsius. Thanks, Drs. Boyle and Smith.

    Sloan Camera

    And the result is — well, it’s pretty, but it doesn’t materially affect your standard of living. It’s a map of our local neighborhood in the universe. Extremely useful if you’d like to understand something about the evolution of large-scale structure, for example to pin down the properties of dark matter and dark energy.

    Sloan map of the universe

    Also useful for providing a bit of perspective. It’s technological advances like those honored in this year’s Prize that make it possible for we insignificant sacs of organic matter to stretch our senses out into the universe and understand the much bigger picture of which we are a part.

  • Making a Virtue Out of Chronological Necessity

    One thing about the Facebook era is: you can’t forget it’s your birthday. Facebook tells all your friends, and they send along cheerful greetings. And then you feel all happy until you find that Neil deGrasse Tyson has the same birthday as you, and many more Facebook friends. But he’s older, so there. I like to think my best years are still ahead of me.

    I know what you’re thinking: “Gee, Sean, here it is your birthday, and me with no way to send you a present.” But that’s not true! Because I would consider it a wonderful present if you could send $10 to, for example:

    Ms. V’s classroom in Louisiana, where junior-high students in a high-poverty area need some calculators to help in their science classes.

    Ms. H’s classroom in Oklahoma, whose kindergarten students need some white boards to fit group lessons into their crowded room.

    Ms. W’s classroom in New York City, where young children with autism need basic learning aids to help them tackle math.

    Or any one of various other worthy classrooms. And don’t feel constrained by that $10 suggestion — there’s plenty more room for larger donations! It’s like you’re giving me a present, and you benefit yourself from the feeling that you are doing something awesome.

    In return: actual bloggy content on its way this week.

  • Explaining the Arrow of Football

    Not sure which blogs the editors of the Onion have been reading, but I have to approve of their proposed model for explaining the low entropy at the beginning of a football game by recourse to an infinite series of downs before “first down.”

    NEW YORK — Citing the extremely low level of entropy present before a normal set of football downs, scientists from the NFL’s quantum mechanics and cosmology laboratories spoke Monday of a theoretical proto-down before the first. “Ultimately, we believe there are an infinite number of proto-downs played before the first visible snap,” lead NFL scientist Dr. Oliver Claussen said during a press conference, adding that the very last yocto-down is a by-product of leftover fourth downs from this universe, as well as those from a theoretical universe running along an arrow of time concurrent to our own.

    Probably some enthusiastic football coach is going to try to cash in by writing a book about the idea, while others fulminate on the sidelines about how such irresponsible speculation is destroying the game. (Thanks to Ahmet Toker and Tom Fishman.)

  • Open the (Virtual) Lab

    A quick reminder to submit your favorite blog posts to this year’s incarnation of Open Lab, the anthology of the best science blogging. (Printed on honest to goodness dead trees, suitable for placing on bookshelves.) You can also buy copies of the editions for 2006, 2007, and 2008. This year’s editor is Scicurious of the Neurotopia blog. There is already a formidable list of nominees, but they could always use more. Submission form is here; if you’re a blogger, feel free to submit your own best stuff, and if you’re a blog reader, make sure none of your favorite posts are being ignored.

  • Friday Ninja Cat Blogging

    I would not want to live in the same house as this cat. It’s a silent assassin. Via Cynical-C.

  • Atheism: Bringing the Sexy Back

    It would be amusing to just have a contest asking people to guess what the vertical axis on this chart is supposed to represent.

    god-chart

    The answer is, “reply rate to first-contact messages on an online dating site, as a function of words appearing in the message.” In particular, the site OkCupid, which has a handy rundown of which words and phrases are most likely to garner a reply to an initial contact. (Via FlowingData.) The average response rate is 32%, so you can see how using some specific word increases or decreases your chances of success. Apparently mentioning “God” is a big turn-off, although calling Him by a proper name is slightly helpful. But nothing works at turning a stranger’s head quite like bringing up His complete lack of existence.

    Other useful hints: real words good, fake internet words bad. Complimenting personality/intellect good, complimenting looks bad. Being specific is good, especially if it involves physics, heavy metal, vegetarianism, or zombies. Hey, I’m just the messenger here.