SaskScapes - Episode 46 - The Windscape Kite Festival
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
Now in it's 11th season, the SaskPower Windscape Kite Festival has welcomed an impressive cast of celebrity kite flyers, an incredible array of kites, family fun, and an evening music festival which celebrates four of the longest days of the year. Swift Current is known for it's open spaces, the iconic Saskatchewan \\"big sky\\" and yes, even wind! Kevin is joined by three of the key people who make this festival happen each year. http://www.windscapekitefestival.ca/================================================= SaskScapes is a podcast featuring the stories of arts, culture and heritage in Saskatchewan Visit www.iheartculture.caMusic provided by Jeffery Straker www.jefferystraker.comHost: Kevin Power www.kevinpower.netAudio Equipment provided by PavedArts www.pavedarts.caSaskScapes is also available through the iTunes Store and on Stitcher Radio
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.033 | 0.012 |
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