Saskatchewan Aboriginal Storytelling 2019
Bibliographic record
Abstract
Carol Rose GoldenEagle is Cree & Dene with roots in Sandy Bay, northern Saskatchewan. She is the author of the award-winning novel BEARSKIN DIARY. Her first book of poetry – entitled Hiraeth – was released in early 2018 (Inanna Publications). Her second novel – Narrows of Fear – is also set to be released spring 2019 (Nightwood Editions). Her third novel - Bone Black - will be released later in the year. Carol is also a multi-disciplined artist in the areas of writing, storytelling, singing/drumming & visual art. On a regular basis, she enjoys performing at schools, community centres and children’s festivals across the province. She is a published poet, short story writer and playwright. As a visual artist, her work has been exhibited in art galleries across Saskatchewan and Northern Canada. As a musician, a CD of women’s drum songs, on which Carol was featured, was recently nominated for a Prairie Music Award. Before pursuing her art on a full-time basis, Carol worked as a journalist for more than 30 years – working in television and radio at APTN, CTV & CBC.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.089 | 0.011 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".