Celebrating Metis Visual Art - Christi Belcourt (Metis Artist & Author)
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
In this episode of the Metis Speaker Series, we speak with Christi Belcourt. Christi is a Metis visual artist and author living and working in Canada. The episode follows the discussion of her artwork and its roots in Metis quillwork, beadwork, and embroidery. Christi's art has opened many doors, from community to language to discovering new artists who combine traditional and modern techniques. Learn what it means to Christi to celebrate Metis visual art, find her voice through her artwork, and share her creations with others. Check out Christi's work here: http://christibelcourt.com/ -- To enter the draw to win artwork by today's featured guest, share Metis Nation British Columbia's post promoting this episode on Facebook, Instagram, or LinkedIn, and tag 3 friends in the comments. Deadline to enter is 1 week from the release date of the episode, and the draw and winner will be announced 2 weeks after the release date of the episode. Good luck!
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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.288 | 0.030 |
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