Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
It seems every year we har about another disease that threatens our health. One of them happens to be a condition known as Lyme Disease. It's cause by a bacterium known as Borrelia and it can have some pretty nasty symptoms including fever, fatigue, and joint pain. Worse, it may have the ability to stick around and cause people years of pains ranging from arthritis to neurological and even heart problems. As for how it's spread, it comes from the bite of a tick. There's been an explosion of cases over the last decade and in some areas of the country, ticks have replaced mosquitoes as public health enemy #1.On this week's show, we take a closer look at the bacterium behind the disease and how to help you stay safe. Our first guest is an expert on this bacterium behind this disease. His name is George Chaconas and he is a professor at the University of Calgary. For years, he was a Canada Research Chair on the condition formally known as Lyme Borreliosis. We explore how the infection progresses in the body and manages to escape our immune system. We also get into the potential for resistance and long-term effects on the body.The bacterium is known as a spirochete, which means it looks like a corkscrew. This is similar to another bacterium that causes a more known illness, syphilis. We talk with Chaconas about the similarities between the two and how this may help us understand how we may be able to diagnose and possibly treat Lyme disease effectively.In our SASS Class, we find out how to avoid Lyme Disease through prevention. We talk with Katie Clow, a veterinarian and assistant professor at the University of Guelph. She's been studying how humans and pets can avoid getting bitten by a tick and shares her knowledge with us. Her tips will help you to stay safe when you're out enjoying the grassy and wooded areas. If you enjoy The Super Awesome Science Show, please take a minute to rate it on Apple Podcasts and be sure to tell a friend about the show. Thanks to you, we've been nominated for a Canadian Podcast Award as Outstanding Science and Medicine Series. Let's keep the awesome momentum going together! Twitter: @JATetroEmail: thegermguy@gmail.comGuests:George ChaconasWeb: https://www.ucalgary.ca/bprg/chaconasKatie ClowWeb: https://katieclow.com/ Twitter: @KatieClow1Learn more about your ad choices. Visit megaphone.fm/adchoices
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.757 | 0.163 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it