The Gender Genie

Although it has existed since 2003, BookBlog's Gender Genie was news to me. Based on the research of Moshe Koppel, Bar-Ilan University in Israel, and Shlomo Argamon, Illinois Institute of Technology, the Gender Genie implements an algorithm that (sometimes) predicts the sex of the author of a piece of text.

I must say, this premise seemed odd to me. I don't tend to assume that there is some algorithmically determinable masculinity or femininity to any text, but of course, the first thing I tried was pasting in my own writing sample (from a piece of fiction). And the results...correct! "The Gender Genie thinks the author of this passage is: male!" With a "Male Score" of 843 and a "Female Score" of 403, my 663-word passage was apparently way-male.

So what's the story here? Here's info from the author of the Gender Genie:

Most of the time, people drop their writing into [The Gender Genie] and, when they don't get the result they expect, declare it to be wrong, wrong, wrong. Yet, a lot of its users still find it and its analysis to be a fun time waster. Despite having written the program, I didn't come up with the algorithm and believe that the Genie works no better than the flip of a coin. However, I don't think it to be a complete time waster since there actually is some academic study that went into it.

In the most basic terms, the computational linguists behind the algorithm, Koppel and Argamon, took a bunch of fiction and looked for trends based on gender. Using complicated formulas, they determined that male writers tended to write more about specific things like an apple, a book, or the car. In contrast, female writers wrote about connections to things like my apple, your book, or our car. The nouns themselves (apple, book, car) didn't matter much but the preceding qualifier, whether an article (a, an, the) or possessive (my, your, our), did.

Read more about the Gender Genie or try the Gender Genie yourself.

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15 Podcasts That Will Make You Feel Smarter
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It's easy to feel overwhelmed by all the podcast options out there, but narrowing down your choices to the titles that will teach you something while you listen is a good place to start. If you're interested in learning more about philosophy, science, linguistics, or history, here are podcasts to add to your queue.

1. THE HABITAT

The Habitat is the closest you can get to listening to a podcast recorded on Mars. At the start of the series, five strangers enter a dome in a remote part of Hawaii meant to simulate a future Mars habitat. Every part of their lives over the next year, from the food they eat to the spacesuits they wear when they step outside, is designed to mimic the conditions astronauts will face if they ever reach the red planet. The experiment was a way for NASA to test plans for a manned mission to Mars without leaving Earth. The podcast, which is produced by Gimlet media and hosted by science writer Lynn Levy, ends up unfolding like a season of the Real World with a science fiction twist.

2. STUFF YOU SHOULD KNOW

Can’t pick a topic to educate yourself on? Stuff You Should Know from How Stuff Works is the podcast for you. In past episodes, hosts Chuck Bryant and Josh Clark (both writers at How Stuff Works) have discussed narwhals, Frida Kahlo, LSD, Pompeii, hoarding, and Ponzi schemes. And with three episodes released a week, you won’t go long without learning about a new subject.

3. THE ALLUSIONIST

Language nerds will find a kindred spirit in Helen Zaltzman. In each episode of her Radiotopia podcast The Allusionist, the former student of Latin, French, and Old English guides listeners through the exciting world of linguistics. Past topics include swearing, small talk, and the differences between British and American English.

4. PHILOSOPHIZE THIS!

Listening to all of Philosophize This! is cheaper than taking a philosophy class—and likely more entertaining. In each episode, host Stephen West covers different thinkers and ideas from philosophy history in an approachable and informative way. The show proceeds in chronological order, starting with the pre-Socratic era and leading up most recently to Jacques Derrida.

5. MORE PERFECT

In 2016, Radiolab, one of the most popular and well-established educational podcasts out there, launched a show called More Perfect. Led by Radiolab host Jad Abumrad, each episode visits a different Supreme Court case or event that helped shape the highest court in the land. Because of that, the podcast ends up being about a lot more than just the Supreme Court, exploring topics like police brutality, gender equality, and free speech online.

6. SLOW BURN

The Watergate scandal was such a important chapter in American history that it has its own suffix—but when asked to summarize the events, many people may draw a blank. Slow Burn, a podcast from Slate, gives listeners a refresher. In eight episodes, host Leon Neyfakh tells the story of the Nixon’s demise as it unfolded, all while asking whether or not citizens would be able to recognize a Watergate-sized scandal if it happened today.

7. LETTERS FROM WAR

Instead of using a broad scope to examine World War II, the Washington Post podcast Letters From War focuses on hundreds of letters exchanged by four brothers fighting in the Pacific during the period. Living U.S. military veterans tell the sibling's story while reflecting on their own experiences with war.

8. LEVAR BURTON READS

Just because you’re a grown-up doesn’t mean you have to miss out on the soothing sound of LeVar Burton’s voice reading to you. The former host of Reading Rainbow now hosts LeVar Burton Reads, a podcast from Stitcher aimed at adults. In each episode, he picks a different piece of short fiction to narrate: Just settle into a comfortable spot and listen to him tell stories by authors like Haruki Murakami, Octavia Butler, and Ursula K. Le Guin.

9. BRAINS ON!

Brains On! is an educational podcast for young audiences, but adults have something to gain from listening as well. Every week, host Molly Bloom is joined by a new kid co-host who helps her explore a different topic. Tune in for answers to questions like "What makes paint stick?" and "How do animals breathe underwater?"

10. SCIENCE VS

There’s a lot of misinformation out there—if you’re determined to sort out fact from fiction, it can be hard to know where to start. The team of “friendly fact checkers” at the Science Vs podcast from Gimlet is here to help. GMOs, meditation, birth control, Bigfoot—these are just a few of the topics that are touched upon in the weekly show. The goal of each episode is to replace any preconceived notions you have with hard science.

11. FLASH FORWARD

No one knows for sure what the future holds, but Flash Forward lays out the more interesting possibilities. Some of the potential futures that host and producer Rose Eveleth explores are more probable than others (a future where no one knows which news sources to trust isn’t hard to imagine; one where space pirates drag a second moon into orbit perhaps is), but each one is built on real science.

12. HIDDEN BRAIN

What motivates the everyday choices we make? That’s the question Shankar Vedantam tries to answer on the NPR podcast Hidden Brain. The show looks at how various unconscious patterns shape our lives, like what we wear and who we choose to spend time with.

13. PART-TIME GENIUS

The fact that it’s hosted by Mental Floss founders Will Pearson and Mangesh Hattikudur isn’t the only reason we love Part-Time Genius. The podcast from How Stuff Works wades into topics you didn’t know you were curious about, like the origins of Nickelodeon and the hidden secrets at the Vatican. Each episode will leave you feeling educated and entertained at the same time.

14. ASTRONOMY CAST

It’s a big universe out there—if you want to learn as much about it as possible, start with Astronomy Cast. Fraser Cain, publisher of the popular site Universe Today, and Dr. Pamela L. Gay, director of the virtual research facility CosmoQuest, host the podcast. They cover a wide range of topics, from the animals we’ve sent to orbit to the color of the universe.

15. SCIENCE OF HAPPINESS

The Science of Happiness podcast from PRI is here to improve your life, one 20-minute episode at a time. Science has proven that adopting certain practices, like mindfulness and gratitude, can make us happier—as does letting go of less unhealthy patterns like grudges and stressful thinking. With award-winning professor Dacher Keltner as your host, you can learn how to incorporate these science-backed strategies for happiness into your own life.

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25 Endangered Languages You Should Hear Before They Disappear
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Irish isn't just a nationality or heritage—it’s also a language. Otherwise known as Gaelic, the language has less than 450,000 speakers, making it one of 2500 endangered languages around the world. By the turn of the century, at least half of the world’s spoken languages are expected to go extinct, according to UNESCO [PDF].

Financial services website GoCompare reached out to native speakers of 25 endangered languages and had them record a translation of a quote by Italian filmmaker Federico Fellini in their mother tongue. The phrase was “a different language is a different vision of life”—a reference to scientific evidence that language not only shapes the way we think and perceive the world around us, but also shapes our culture.

One of the languages featured in the project, the Australian indigenous language of Wiradjuri, is spoken by just 30 people. The continent was once home to 250 indigenous languages, but only 40 of those are still spoken. Wiradjuri is seeing something of a revival, though, and schools in several areas are now starting to teach the language.

Nawat, a language spoken in El Salvador, has just 200 speakers remaining. Also known as Pipil, the language evolved from Nahuatl, the language of the Aztecs. According to historian Laura Matthew of Marquette University, some Nahuatl speakers in El Salvador are too ashamed to speak their mother tongue in public because of prejudice that persists in the country. Matthew and others around the world have started projects in an effort to preserve important documents in endangered languages and encourage more people to learn about them.

Below is the full list of languages that were included in the project:

Aymara: Bolivia, Chile, Peru
Balti: India, Pakistan
Basque: Spain, France
Belarusian: Belarus, Latvia, Lithuania, Poland, Russia, Ukraine
Breton: France
Choctaw: USA
Cornish: England
Guaraní: Paraguay, Argentina, Brazil
Irish: Ireland
Kalmyk: Russia
Limburgian: Netherlands, Germany
Lombard: Italy, Switzerland
Nafusi: Libya
Nawat: El Salvador
North Frisian: Germany
North Sami: Finland, Norway, Sweden, Russia
Ojibwe: USA
Ossete: Georgia, Russia
Quechua: Bolivia, Peru, Ecuador, Colombia, Argentina
Venetan: Italy, Croatia, Slovenia, Brazil, Mexico
Walloon: Belgium, France, Luxembourg
Welsh: Wales
West Frisian: Netherlands
Wichi: Argentina, Bolivia
Wiradjuri: Australia

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