Over at Left Brain/Right Brain, the bloggers and commenters are having fun with J.B. Handley's assertion (at Age of Autism) that LB/RB blogger Sullivan is really Bonnie Offit (wife of Autism's False Prophets author Paul Offit) wearing the cyberspace equivalent of a fake beard.In this post from yesterday, Kevin Leitch (the primary LB/RB blogger apart from Sullivan) ran samples of both J.B. Handley's and Sullivan's writing through a web-based gender-guessing algorithm called Gender Genie, which prompted many of the commenters to submit some posts of their own for gender analysis.I thought I would join in the fun myself, but then I had the idea to compare my results by category of post --- is Gender Genie more likely to think me female if I write about some things than if I write about others? --- and realized that reproducing those results would take up a lot more space than a typical blog comment.So I'm posting it here.My hypothesis: the more technical posts will be judged male most of the time. Autobiographical posts, literary posts, and probably feminist posts will be judged female most of the time. Posts about research articles:"Through a (Brain) Scanner, Darkly" - 1557 wordsFemale Score: 1004; Male Score: 2112Gender Genie thinks the author of this passage is ... male!"Who's That in the Mirror? Autism and the Developing Sense of Self" - 2091 wordsFemale Score: 3093; Male Score: 3036Gender Genie thinks the author of this passage is ... female!"These Are Not the Eternal Verities of Biology - Part II" - 831 wordsFemale Score: 884; Male Score: 1374Gender Genie thinks the author of this passage is ... male!"Fever Dreams: Autism Research and the Changeling Myth" - 1010 wordsFemale Score: 1311; Male Score: 1520Gender Genie thinks the author of this passage is ... male!"Thoughts on the 'Extreme-Male-Brain' Theory of Autism" - 921 wordsFemale Score: 682; Male Score: 1467Gender Genie thinks the author of this passage is ... male!"Autism, Alexithymia, and Empathy" - 1673 words*Female Score: 1524; Male Score: 2132 Gender Genie thinks the author of this passage is ... male!"Say What?!" - 1061 wordsFemale Score: 997; Male Score: 1771Gender Genie thinks the author of this passage is ... male!"I Wanna Be Sedated" - 2518 wordsFemale Score: 2895; Male Score: 3922Gender Genie thinks the author of this passage is ... male!"Autism and Genetics: It's Complicated" - 1526 wordsFemale Score: 1657; Male Score: 2295Gender Genie thinks the author of this passage is ... male!Average scores for this type of post: 1485 female; 2181 maleAverage post length in this category: 1465 words
Posts about my life:"Doubly Deviant: On Being Queer and Autistic" - 2497 wordsFemale Score: 3343; Male Score: 2881 Gender Genie thinks the author of this passage is ... female!"An Act of Shameless Emotional Exhibitionism" - 1025 words
Female Score: 1841; Male Score: 857
Gender Genie thinks the author of this passage is ... female!
"Gender Variance in Autism: How Much of It Is Just Sensory?" - 1100 words
Female Score: 1317; Male Score: 1647
Gender Genie thinks the author of this passage is ... male!
"A Brief Experiment in Communal Living" - 1129 words
Female Score: 1488; Male Score: 1462
Gender Genie thinks the author of this passage is ... female!
"Addendum" - 716 words
Female Score: 709; Male Score: 958
Gender Genie thinks the author of this passage is ... male!"Employment Issues in Autism: Finding and Holding a Job" - 792 words
Female Score: 1122; Male Score: 968
Gender Genie thinks the author of this passage is ... female!
"What's It Like to Be You?" - 677 words
Female Score: 660; Male Score: 1040
Gender Genie thinks the author of this passage is ... male!
"Bringing the Doctor-Patient Relationship Into the Bedroom"** - 991 words
Female Score: 1642; Male Score: 1581
Gender Genie thinks the author of this passage is ... female!
Average scores for this type of post: 1515 female; 1424 male
Average post length in this category: 1116 words
Book reviews/literary criticism:"Totally Unexpected Gender and Disability Awesomeness from Larry Niven" - 1500 wordsFemale Score: 1844; Male Score: 2266Gender Genie thinks the author of this passage is ... male!"In or Out? Using Spatial Metaphors to Describe Autism" - 2459 wordsFemale Score: 1936; Male Score: 3877Gender Genie thinks the author of this passage is ... male!"A Flash-Flood of Feminist Fiction" - 2299 wordsFemale Score: 2242; Male Score: 3720Gender Genie thinks the author of this passage is ... male!"More about Jude the Obscure" - 1423 wordsFemale Score: 1980; Male Score: 1956Gender Genie thinks the author of this passage is ... female!"Autism in the Not-Too-Distant Future: Thoughts on Elizabeth Moon's The Speed of Dark" - 641 wordsFemale Score: 658; Male Score: 934Gender Genie thinks the author of this passage is ... male!"Metaphor at the Expense of Characterization: Autism in Margaret Atwood's Oryx and Crake" - 1166 wordsFemale Score: 1310; Male Score: 1360Gender Genie thinks the author of this passage is ... male!"Comparing Feminist Dystopias" - 1005 wordsFemale Score: 1053; Male Score: 1417Gender Genie thinks the author of this passage is ... male!Average scores for this type of post: 1575 female; 2219 male
Average post length in this category: 1499 words
Posts about feminism:"Oh No, an Analogy!" - 678 wordsFemale Score: 537; Male Score: 1145Gender Genie thinks the author of this passage is ... male!"But What About the (Aspie) Men??!" - 1504 wordsFemale Score: 2464; Male Score: 2675Gender Genie thinks the author of this passage is ... male!"A Bit More on Reproductive Choice" - 1234 wordsFemale Score: 1167; Male Score: 1439Gender Genie thinks the author of this passage is ... male!"Disability Rights and Bodily Autonomy" - 694 wordsFemale Score: 1216; Male Score: 842Gender Genie thinks the author of this passage is ... female!"Violence Against Disabled Women" - 1660 wordsFemale Score: 2610; Male Score: 2365Gender Genie thinks the author of this passage is ... female!"Where Neurodiversity Meets Feminist Theory (Part III)" - 607 words***Female Score: 1021; Male Score: 1121Gender Genie thinks the author of this passage is ... male!"On Patriarchal Medicine: The Intersection of Feminist Critique and Anti-Vaccine Crackpottery" - 588 wordsFemale Score: 695; Male Score: 1078Gender Genie thinks the author of this passage is ... male!Average scores for this type of post: 1241 female; 1363 maleAverage post length in this category: 995 words
Other political/philosophical posts:"Human Diversity and the Surveillance State" - 606 wordsFemale Score: 663; Male Score: 860Gender Genie thinks the author of this passage is ... male!"More Focus on Compliance: An Addendum to My Last Post" - 518 wordsFemale Score: 646; Male Score: 840Gender Genie thinks the author of this passage is ... male!"A Tale of Two Epidemics" - 677 wordsFemale Score: 949; Male Score: 1269Gender Genie thinks the author of this passage is ... male!"Employment Issues in Autism: Trends" -
770 wordsFemale Score: 800; Male Score: 1172Gender Genie thinks the author of this passage is ... male!
"New Concept: Context Disorders" - 465 wordsFemale Score: 857; Male Score: 808 Gender Genie thinks the author of this passage is ... female!"Is Bullying a Feature of Our Culture, or a Bug?" - 663 wordsFemale Score: 1155; Male Score: 1144Gender Genie thinks the author of this passage is ... female!Average scores for this type of post: 845 female; 1016 male Average post length in this category: 617 words
While I've tried to pick posts that are either free of quotations entirely, or have a fairly high proportion of my writing to other people's writing (this ruled out some of the research-article posts that I'm quite proud of, and would otherwise submit as representative of my writing), or were purged of overly long quoted passages, the samples I gave were still not 100% written in my voice. Especially the literary and science-related posts: if you're writing about another piece of writing, whether it's a book or a research article, you're probably going to have to quote it at some point.I can't tell the extent to which this has biased the gender classification of my posts; with the research-article posts, I'd expect the gender of the lead author not to have much of an effect since research articles are written in such a uniform, dry, trying-to-be-objective style. With the book posts, it turns out all but one of them are judged to be written by someone of the opposite gender of the author whose book I'm reviewing. (The lone exception is the post on Larry Niven's The Integral Trees, which Gender Genie determines was written by a man).
(Also lumped in with those book posts is a more generic literary-type post about the use of spatial metaphors to describe autism; in it, I cite and quote from an article by the philosopher Ian Hacking. The Genie also decided that post was written by a man, but it had a pretty high ratio of my writing to Hacking's writing that I'm less likely to think quoting from him biased that reading than I am to think my liberally quoting Larry Niven's book might've biased the gender-determination of that post).
Something I expected, since I noticed that all of the pronouns seem to read as "feminine" words to Gender Genie, was that my autobiographical posts would tend to be classed as female-written. This turned out to be the case: of the eight posts I chose to run through the program, five came out female and three came out male.
Both my posts about feminism, and my posts about political, philosophical or cultural topics in general were overwhelmingly judged male. I separated out feminism from the other political/theoretical writing to see if Gender Genie seemed to consider content at all; I guess it doesn't.
For the most part, it does seem to think I'm a man, though.
*There is a lengthy quotation near the end of that post that I omitted from the text I sent through Gender Genie, so this figure falls a bit short of the actual length of the post.
**This post could just as easily be considered a literary or feminist post: it's a comparison of a dynamic I observe in my (heterosexual) romantic relationship to similar dynamics in books --- F. Scott Fitzgerald's Tender Is the Night and Charlotte Perkins Gilman's The Yellow Wallpaper --- bookended with a little bit of feminist history/theory. So it has all three elements; I just figured the autobiographical element was most prominent.
***Again, excluding a fairly long quotation.