Bibliographic record
Abstract
For our sixth episode, we discuss Gabriel Dumont - Legendary \\"Master of the Plains\\", and of the hunt; community and military leader; friend and close ally of the \\"Grandfather of Manitoba\\", Louis Riel. An exploration of Gabriel's life and his militant defense of Plains Metis Peoples' rights against a colonial tyranny bent on expanding its dominion through genocide.Sources:WikipediaThe Gabriel Dumont InstituteThe Canadian EncyclopediaVirtual Museum of Canada BiographyThe Metis Museum of CanadaFurther Reading:Gabriel Dumont Speaks | Gabriel Dumont Michael Barnholden | TalonbooksVeterans and Families of the 1885 Northwest Resistance | Barkwell, Lawrence J. | Gabriel Dumont Institute.Extraordinary Canadians: Louis Riel and Gabriel Dumont | Joseph Boyden | Penguin BooksPlease Subscribe as well as follow us on Twitter and Instagram. You can also email us at secondbananaspod@gmail.com with suggestions for future episodes, want to correct or critique something, or if you just have something interesting to say!SECOND BANANAS is part of the Cave Goblin Network. Subscribe to the CGN Patreon to support us as well as get access to FRESH BONUS CONTENT every week!This podcast is powered by Pinecast. Try Pinecast for free, forever, no credit card required. If you decide to upgrade, use coupon code cavegoblins for 40% off for 4 months, and support Second Bananas.
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.
How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.932 | 0.022 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".