Bibliographic record
Abstract
Roy Kenzie Kiyooka Canadian, born 1926 Roy Kiyooka was born in Moose Jaw, Saskatchewan in 1926. Throughout his career, he was known as a painter, photographer, sculptor, poet, musician, filmmaker and teacher. He studied at the Provincial Institute of Technology and Art in Calgary from 1946-49, and then at the Instituto Allende in Mexico in 1955. During the summers of 1958 - 1960 he attended the Emma Lake Workshops in Saskatchewan, where he worked closely with Barnett Newman and Clement Greenberg. In 1959 he executed his first series of abstract paintings, The Hoarfrost Series, which assume a disciplined minimal quality. In the late 1960's Kiyooka began to push beyond painting and created mixed media works, including collage, photography, film and poetry. Kiyooka’s art is born out of personal experience and through it he records his relationship to the surrounding landscape; a night in a motel, a trip to the coast, or hoarfrost on the trees. Through the unfolding of Kiyooka’s interior/exterior landscapes he shares his personal journeys with us all. The Art Gallery of Ontario's collection of Roy Kiyooka's work began with the purchase of two paintings; Barometer No. 2, in 1964 and Surya, in 1987.
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 | 0.002 |
| 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 | 0.002 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.063 | 0.017 |
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".