Wednesday, December 12, 2018
Moving to Australia
Friday, April 06, 2018
The Death of the Scientific Paper
The more sophisticated science becomes, the harder it is to communicate results. Papers today are longer than ever and full of jargon and symbols. They depend on chains of computer programs that generate data, and clean up data, and plot data, and run statistical models on data. These programs tend to be both so sloppily written and so central to the results that it’s contributed to a replication crisis, or put another way, a failure of the paper to perform its most basic task: to report what you’ve actually discovered, clearly enough that someone else can discover it for themselves.
It’ll be some time before computational notebooks replace PDFs in scientific journals, because that would mean changing the incentive structure of science itself. Until journals require scientists to submit notebooks, and until sharing your work and your data becomes the way to earn prestige, or funding, people will likely just keep doing what they’re doing.
“At this point, nobody in their sane mind challenges the fact that the praxis of scientific research is under major upheaval,” Pérez, the creator of Jupyter [one of the competing calculation notebooks – MB], wrote in a blog post in 2013. As science becomes more about computation, the skills required to be a good scientist become increasingly attractive in industry. Universities lose their best people to start-ups, to Google and Microsoft. “I have seen many talented colleagues leave academia in frustration over the last decade,” he wrote, “and I can’t think of a single one who wasn’t happier years later.”
Saturday, August 20, 2016
Lab Girl
Wednesday, January 28, 2015
Book Club: Mind of the Raven
Investigations and Adventures with Wolf-Birds
Bernd Heinrich
Harper Perennial
New York
I picked up this book from a discount bin at a local bookstore; I like ravens (Corvus corax) and I wanted to learn more about them. This book provides lovely information about raven life-history and behaviour, so I succeeded there. Book Club entries here are not supposed to be book reviews, I will say I enjoyed this book and I would recommend it.
The author is a professor emeritus of biology at the University of Vermont; he is an ecologist by training, with some specialization in ornithology though I don't think he would describe himself as an ornithologist; his interests are too broad for one vertebrate class. At several points in this book I was struck by the evidence of his career as a scientist, such as when he talks about his model of raven behaviour being congruent with the observational data, and his frequent references to the trouble he's had getting some papers published. I have been criticised in the past for not providing a summary of my project or proposal that was written for an "interested non-scientist" or having too much jargon in my attempt at such a piece. It's very difficult to write about science for a non-specialist audience without coming across as condescending or dumbing it down too much. I don't know if Dr. Heinrich succeeds, because I have enough training in ecology to skip right past the words and phrases that presumably lead non-scientists to pause and scratch their heads (or roll their eyes).
I enjoyed this book, so I think I'll try again to find some more science writing that I can read and evaluate for a different audience (i.e., different from me).
Wednesday, April 13, 2011
ZOMG
Anyways, just a quick note to say "still alive". Not sure why I'm writing right now, I just felt like writing I think. Which is odd, considering how much writing / rewriting / analyzing / reanalyzing / proofreading / editing / designing / et cetera on my computer at school I've been doing for the past... say... 7 months or so.
News, I suppose, is in order.
1. Not going North this summer, which is sad. Everything was lining up nicely for me to spend an excessive amount of time at Resolute Bay, but funding fell through at the final hurdle.
2. On the other hand, this does give me time to get some serious lab work and data generation done here in Saskatoon. Back to the molecular grind, in other words - which I'm actually looking forward to, I've been telling people "yes, I do PCR" but in that uncertain, hypothetical sense that I'm sure came through in my tone of voice and body language. It's one thing to say "I do PCR", it's another to say "I'm running a PCR right now, stop bugging me this damn pipetting robot is trying to kick-start the inevitable robot uprising again and I'm a little busy suppressing several of the metal ones".
3. I have been on many Sunday Drives since my last post, and I have not improved noticeably in my ability to edit & upload the photographs (and rare video) in anything like a timely fashion. However, I have taken steps that I feel are starting to address this imbalance.
3.1. I have purchased a "pro" Flickr account, visible here: http://www.flickr.com/photos/49837331@N06/ Link for those whose browsers don't like that URL.
3.2. I have purchased Lightroom 3.3, for about $100 using the 'education' discount. I will argue that my educational position fully qualifies me for discounts on photo-editing and photo-management software - a handful of my photos have been published by University publications!
4. I guess I should follow up that last point - back in the fall, a person whose job description includes publicity things for the Faculty of Agriculture and Bioresources approached me about having photos from the 2010 field season in the High Arctic. I did indeed, I put some together and sent them to her, and a few showed up in an article about our work in the University's internal newspaper - uncredited, of course. Oh well. Minor additional upside: she also shoots a Pentax, so there's a possibility for further gear-geekery in future.
5. More driving: I joined the Saskatoon Sports Car Club, and was nearly immediately elected to the exective (with only 17 active members, pretty much everybody has to take turns as director at large, or president, or treasurer, sooner or later). We've got about 18 autocross events planned between the end of May and the beginning of September, and I'm planning to get to every event that I'm in town for (and that my car is up for). New tires are in order, anyways.
6. Good news on the funding / scholarship side of things, but it hasn't been officially announced yet so I can't talk about it. It's very good news, though, and I am pleasantly surprised. Also, somebody done screwed up, 'cuz I sure don't deserve it.
7. Plenty of other things are in the works for the coming year. No promises, but I plan to avoid neglecting this place for quite so long an interval.
One of the reasons I like Flickr is because it supposedly streamlines linking pictures to a blog, as I will now attempt to demonstrate.
Yes, my Flickr username is "Execudork". I chose that name long before I considered the possibility that one day I'd have to spell it out over the phone to my mother. Could have been worse, I suppose. Thanks, Internet!
Monday, November 23, 2009
Dr. Rob E. Roughley
Rob was an expert on water beetles, particularly of the family Dytscidae, which is a group I worked on for the time I was based in Guelph. Rob provided excellent advice on methods of capturing, identifying, and generally working on these beetles and other small animals commonly found in the numerous small lakes, ponds, streams, and rivers of North America. His advice was always useful, and I can think of many instances where his help turned my fieldwork, collecting aquatic animals, from hopeless to bountiful.
We shared a glass or two of whiskey while we were both in Churchill in the summer of 2007. I raise my glass now to his fond memory. Goodbye Professor Roughley, you will be missed.
Tuesday, July 03, 2007
One Good Post
Donate directly, without the bother of all that reading: DONATE HERE. (look for the paypal button near the bottom)
URLs for the link-averse:
Genomicron the blog: http://genomicron.blogspot.com/
One Very Good Post: http://genomicron.blogspot.com/2007/07/how-much-good-can-one-blog-post-do.html
At this point I'll selfishly and churlishley mention that it was I who got Dr. Gregory a'bloggin' in the first place, so I'm claiming karmic victory if this effort goes as we hope. Say, 1% of the karmic goodness goes to me. A finder's fee, if you will. :)
Friday, April 13, 2007
Another Student Email
Here's one that didn't get sent directly to me. The course instructor forwarded it to me after she asked me about all the students I'd been contacted by, as she's trying to finalize the marks for the course. I haven't replied to this student, yet. Why this didn't come directly to me, I don't know. My name appears at the top of every essay I marked, in bold, next to "Marked by: ". This is a direct copy-paste:
I was very offended by the comments and mark that you gave me. I feel that it was an unfair assessment, especially when you attacked the qualitiy of my interviewees. One has just graduated and the other two are going into their final years. THis is more than good enough for the topics at hand. Also you seemed to pull marks out of now where, giving me 50% on my literature review. Thats just uncalled for. The mark you have given me as it stands now has dropped my overall mark a lot. I just dont think that it is fair to spend so much time on a project, then to have it torn apart unfairly
like this was. A 54% on a very simple 30% final project is an unfair mark.
Please let me know what you are going to do about this.
Thanks a lot,
[name removed]
Oh, won't this be a fun conversation. My first instinct was to reply with just the last sentence and "nothing". I think I'd rather pick this apart here, then take a few deep breaths and actually reply to this person.
Very offended I'm pretty sure I didn't insult this person's parentage, or write racist jokes in the margins, so I'm not sure where that came from. Email is such a lovely feed-back-free medium of communication, isn't it?
Quality of interviewees Let's see, every other student whose essay I marked (n = 41) interviewed PROFESSIONALS in a relevant field for the research question. People studying the use of wood in furniture-making interviewed cabinet-makers. People studying the use of cork stoppers in wine production interviewed winery operators and wine makers. People studying ornamental plants as an invasive species threat interviewed Botanists and municipal garden workers. This asstard interviewed some friends in other botany and environmental-science courses - three of them, all at once, on some couches in a lounge on-campus between classes. Not "more than good enough" at all.
Marks Yeah, pretty much out of "now where", absolutely. What a great idea - insult your TA when you want your mark improved! Fucknut.
Very simple Eh, not so much. This assignment, a 2000-word essay involving a literature review and detailed interviews, was not described as "very simple" by any other student I spoke to. In fact, the student who bothered to come in to campus yesterday to see me (and was actually polite) made the point repeatedly that cramming all the material we asked for into a short 2000 words was very difficult, much more so than a similar amount of material with a 3000 word limit. I agree.
Need I bring out Pedantic Man for the stupid spelling and capitalization mistakes?
"Please let me know what you're going to do about this." I still want to say "nothing". I'd better not reply to this dorkus right away.
Any suggestions? I'm not particularly worried about anything coming down on me based on my reply. I'm not going to swear at Asstard S. McWrongy or anything like that, but I doubt I'm going to hear, you know, reasonable complaints in an email back to me.
Wednesday, April 04, 2007
Student Emails
Now, my email inbox is slowly filling with "i got good marx on first assingment please can i see you talk about it"
1. At least demonstrate the intelligence necessary to spell my name right. TWO Ls!
2. Email is not text-messaging. Type slowly and carefully, please.
3. The marking guidelines were made available to you (in general form) long before the assignment was due - whine about the categories and expectations to someone else, please. You didn't get an "outstanding" mark because your essay was not "outstanding" (at least, not in the positive sense of the term).
4. I'll be here Thursday, Friday, and all next week, including Monday. Pick a time, and I will briefly entertain your whinging voice in person.
Not that any of my students read this.
Given that none of my students will ever read this, and I'm going to miss a bus so I might as well hang out here for another 20 minutes anyway, I'm going to do something vaguely unethical. I'm going to post actual snippets of some of these emails (names removed, of course). All are presented as they arrived to me, except elipses - those are mine.
The comments seemed picky. For example, why I chose the word emanate or what do I mean by the words "unique" or "stable". In the results section all comments were specific to the fact that I did not identify a reference number despite the fact that I do say who made the comment.You were supposed to reference your interviews (those comments) properly, as numerical citations. This was made clear in the assignment.
...and I am a fourth year student hoping to get into medical school. I am writing to you because I am very disappointed with the mark that I received on my assignment... I am not a 70's student and I dont believe that my paper deserved a 70's mark.Do I look like I care that you're trying to be a doctor? Should I give you special treatment for your medical aspirations? What kind of backwards logic is that - doctors are 'special people' and need a little boost to help them get over their terrible mental illnesses? (Langmann, feel free to comment specifically about this one.) Feel what you like - your paper deserved everything I gave it.
...I think some of your criticisms are redundant. An example is "chemical molecule what other types of molecules are there?" why can't I put the word chemical thereUrgh. This was a particular 'favourite' of mine. My irony detector is not very good - but it's twitching here. My criticisms of your redundancy seem redundant? You can't put "chemical" there precisely for the reason I stated (that you quoted so poorly): "chemical molecules" is a stupid thing to say. So is "mental perception" - you discover another form of perception, you win a prize (from some nice people in Sweden).
I got a very high mark on the first assignment and so I assumed if I wrote the second asignment in the same manner, I would be okay.You assumed wrong. The two assignments didn't seem rather different to you?
Monday, April 02, 2007
Monday Rant (delayed): Essay Idiocy
The essays I just finished marking were the result of a project, worth 30% of the course grade, in which the students chose a question relating to human use of plants (it's a botany course) and answered that question by reviewing relevant literature and interviewing one or more people with relevant experience (e.g. work in the industry). It's a pretty broad assignment, so I could have gotten 41 essays about 41 completely different things, but the projects clustered into a handful of (presumably suggested) topics, such as the use of cork stoppers in wine bottles, ornamental plants in municipal landscaping, and 'green roof' technology, in which large buildings have plants growing on their roofs for various purposes. Ho-hum, most were boring, as is to be expected. S.J. Gould, they ain't.
On with the rant. You'd think, perhaps naively, that when writing an essay worth so much of a course's mark, in a science course, some large-ish fraction of the students would take care to, I don't know, PROOFREAD their frickin' essay. I think, out of the 41 I marked, maybe three actually read their own work before sending it in. Common mistakes that these rather dim students made include, but are not limited to:
Use of apostrophes
Go here, read the poster, and try to learn something. Apostrophes NEVER are used for plurals, and are necessary for MOST possessive nouns and pronouns. Urgh.
Spaces and parentheses
Why, oh why, do so many students stick a space between a parethesis ( and the word following? And why do those SAME STUDENTS fail to insert a space between one and the last word of a sentence?
Question marks on non-questions
If you are describing a question, for example "I asked my interviewee how does he make wooden furniture", DO NOT put a question mark at the end of the sentence. You're not fucking asking the question here, you're STATING what question was asked. The voice inside my head (the other one, not the voice of Jwuieeblex the Faceless Lord) that reads your essay aloud raises the pitch of its voice at the end of that sentence, totally ruining whatever narrative effect you may have been trying to acheive.
Note that some semi-professional writers, such as Grrlscientist, do this too. Stop it!
Comma confusion
Why is the humble comma so difficult to master? There are places that need one, and places that do not. I don't think it's really that difficult.
a lot
This is not technically incorrect, but does make your essay look stupid. And it's TWO words, not one.
Numerical citation style
We specified a particular citation style for the students. Yes, I know there are many different styles to choose from, and it can be confusing, especially if one suffers from an excess of certain fatty acids in one's brain. But numerical citation style is really, really easy, and it saves word-count. Is it hard for you to 'sell-out' and actually use the citation style we asked you to use?
Plurals
Yes, English is rather silly with its plurals - goose/geese, mouse/mice, foot/feet, etc. There are also many, potentially unfamiliar, technical terms in scientific writing that have odd plurals, such as the ever-popular-to-fuck-up "species" and "genus/genera". But that's no excuse for the pain of mixed plurals I experienced.
Contractions
"Wouldn't", "Isn't", "Don't" et cetera are legitimate expressions of the English language. But they don't belong in a formal essay (NB: rants are fine places for them).
Couple vs. couple of
Either expression is painfully colloquial when it appears in a formal essay. One, however, is technically incorrect - saying "couple" without "of" after and "a" before is wrong. Stop doing this.
Other words that don't belong (or don't exist)
"phone" - it's a "telephone". NOT ONE student got this right. About half of the essays described essays conducted "by phone". I WILL DESTROY YOU!
"info" - yes, two students actually wrote this instead of "information". YOU SUCK GOAT BALLS!
"pros and cons" - in what universe are these acceptable words? DIE PAINFULLY!
And finally, one student, in an essay about the use of wood in furniture construction, repeatedly misspelled it "would". Seriously. WTF!?!? I don't even understand how that's possible for a non-idiot/savant type writer. Not that that essay's presentation of math was up to 'Rainman' standards.
Thursday, March 29, 2007
Reading
Reading. How much of this activity do you do, let's say on a weekly basis? I read quite a lot, but a large fraction of my total reading consumption is for work / school; I've set a goal for myself of adding about 42 more entries to my annotated bibliography for the first chapter of my PhD thesis, by April 18. So I've been reading lots of scientific papers, lately. I also read a fair bit for fun (Oh! I should also promise here a new book club entry - coming as soon as I sort through all the notes I took). Most of the people I know (a population heavily biased towards people with many letters after their names) also read lots.
During our drive around town and break for lunch, my sister and I discussed reading habits in children - she recently qualified to be an elementary school teacher in Ontario, and is currently looking for a job as such in the Guelph area. Her experience, during 'hands-on' teacher training at various schools in Australia was that, to a first approximation, boys don't read (thereby also leading to the corrollary: Martin is even more odd than previously suspected). It seems that while eight-, nine-, and ten-year-old girls do frequently read books, newspapers, magazines, et cetera for pleasure, their male classmates do not. I was frequently told to turn out the light, put the book away, and go to sleep at bedtime while growing up; I never noticed, but apparently this is a very unusual occurance for boys. One consequence of this, briefly discussed during lunch, may be poor reading skills in adult men as a result of not spending a large fraction of childhood with a book - one example was described of a man, now in his early thirties, who has difficulty watching movies with subtitles, as the subtitles are often presented too fast for him to read - he doesn't have a problem with reading comprehension, his problem is with reading speed.
I've seen some newspaper and similar stories about this phenomenon, but I had no direct experience of it. I still don't, but now I know I'm related to someone who has seen this on multiple occassions. To me, this is just weird - what the hell are you doing during (some fraction of) your spare time, if not reading? If you're like me, and read (and read [past tense]) constantly, can you tell me if you've met grown men without stories of childhood reading? If you're, uh, rather more alien to my experience, and yourself did not / do not read very much, can you tell me what the hell you were up to?
Saturday, February 17, 2007
Popularizing Science
Some points now, that I'll write down for later expansion. Please feel free to clog the comments with suggestions about this topic. This is a little messy and poorly formatted; I wanted to get it out there and have people thinking about this as quickly as possible. Of course, given my traffic levels, that's probably a faint hope. Oh well.
From the second article cited by Pharyngula:
As they hump, so too do they evolve, assuring their offspring get only the best of genes.
This annoys me, because it implies that individuals can evolve. NO, only populations evolve.
Comment #1 (Unhappy Writer)
I fail to understand why science writing must be dull and, in this case, poorly structured.
It makes science writing so much harder to read!
Being 'dull' is a subjective measure. Science writing often comes across as 'dull' because it must be precise - the adverbs and adjectives that PZ mentions getting tossed are almost always highly imprecise words - they make 'spin' far too easy.
Comment #5 (cory)
The pervasive use of the passive voice in scientific writing makes my brain hurt. My advisor and I used to argue about this all the time, with him "passivating" everything I wrote and me trying to sneak back in with real writing.
My experience has been that the passive voice in scientific writing is slowly disappearing, replaced by active voice. The good precision-based reason for this, as explained to me, is that writing in passive voice ("PCR was conducted in multiplex reactions for each set of four loci") implies the magic little lab-elves came and did your work for you - which is obviously very much not true! Active voice, to round out the example: "We conducted PCR in multiplex reactions for each set of four loci". It's not difficult, and is often easier to read and understand.
Comment #7 (grendelkhan)
I wonder why scientists are still, as a group, so leery of writing for a popular audience. Doesn't the training process select for an ability to communicate clearly?
The training does not select for an ability to communicate clearly - it's training, so very little selection is involved, at least at later (graduate school) stages, rather it's a process of improvement. The training is geared specifically at clear communication in science writing - which I will argue is very distinct from popular writing. Yes, there is a great deal of overlap between the two styles, particularly in things like basic grammar and organisation and flow, but much of the practice writing that occupies an undergraduate science degree is designed to beat out popular styles and conventions and substitute clear, precise (and, unfortunately, often dry) language.
PZ will make the point in a later comment that one good reason that scientists, "as a group", are leery of popular writing is that there is no motivation for it - one's career as a scientist is not (usually) helped by popular writing.
Comment #9 (William)
Just a quick addendum to the discussion of why scientific writing is so dry, which I think is important enough to deserve a mention: precision! Scientists have to be very careful about the claims they're making, and a loose description of their results can easily imply interpretations not supported by the data. We may be enthused about possibilities for our results, but we (unlike purveyors of woo) have to respect the truth and not take things further than we can support.
I agree completely.
Comment #10 (PZ Myers)
Yes -- the scientific style is well-honed and efficient, and I think we'd all be very upset if PubMed filled up with enthusiastic abstracts loaded with adjectives and pop-culture references. The current style is good for communicating precisely and with brevity to our peers, and I would hope we don't change it.
I'm just saying that when we aren't talking to our peers, we need to be aware of a necessary change in style. What works for fellow experts in our disciplines is a complete turn-off to someone on the outside.
Comment #10 (PZ Myers)
That's something I also mentioned in the Thursday discussion: there is virtually no professional reward for public outreach. I think that's changing -- I've gotten some positive feedback from my peers -- but it's still a simple fact of life that talking to a few hundred laypeople about the importance of a whole scientific discipline has almost no weight in a CV compared to speaking to a handful of your peers at a poster session. It's right that there is a lot of resistance to changing that -- I would hesitate to recommend any changes to tenure and promotion policy along those lines myself -- but there ought to be mechanisms in place to value popularization in addition to (definitely not in place of) traditional scholarship.
Comment #17 (Ian Menzies)
"there is virtually no professional reward for public outreach."
So which rich benefactor, ideally one who is otherwise facing the ravages of history, should we pester to create the "public outreach" version of the Nobel? Does the Gates foundation have enough left over to create such a prize? Is there already a "Carl Sagan" award that needs to get a boost in award level and publicity?
An interesting idea, and probably useful - but rare awards are not going to motivate normal working scientists to popularize their work beyond their disciplines - what's needed for that is some kind of recognition scheme that impacts a majority of working scientists, they way peer- and tenure-review processes do.
Comment #20 (Mona Albano)
Actually, that wasn't at all bad as far as science writing goes. It had "We found" and "Blah should determine X" and so on. I do wonder, sometimes, why scientists can't translate "We found a positive relationship between body size and total number of eggs produced, as well as body size and number of eggs per egg mass." into "We found that the larger the snail, the more eggs it produced and the more eggs were in each egg mass." They have stopped at formal, slightly mathematical language. They could take one more step into standard English, retaining only technical terms where needed, without losing precision. In our minds, I think we translate "a positive relationship" into "bigger snail... more eggs." At least I do.
Something in that bugs me, but I'm not sure yet. A voice at the back of my head is insisting that "a positive relationship" actually does convey more information than "bigger snail...more eggs". Something to do with not being restricted in which direction one moves on a graph. This might require its own dedicated post to sort out, with illustrations. That would definately count as "procrastination".
Comment #23 covers an interesting tangent, about science and policy. I've had very interesting conversations about that, so I'm writing this down now to serve as post-it note on the subject.
OK, I've got to get working, now, and I'll come back to this later.