Bibliographic record
Abstract
Novelist, painter, and public intellectual, Bertram Brooker (1888–1955) was a leading force in the modernizing of Canadian culture in the early twentieth century. Brooker believed that the rapid advances in technology and commerce associated with modernity had fundamentally changed the nature of Western civilization. Consequently, artists, whom he believed to be the most sensitive to broad social modifications, had a moral, indeed spiritual, mandate to respond to these changes. Furthermore, it was his hope that artists, especially Canadian artists, could seize the opportunity of the great opening and speeding up of society to surpass the various binaries that structured the Western imagination (such as body/mind, good/evil) for something more holistically integrated. The spiritual nature of his thinking was influenced by the popular mysticism of the Theosophical Society, though he was not himself a member, and by the materialist mysticism of John Middleton Murry, P D. Ouspensky, and Richard Maurice Bucke, each of whom advanced an evolutionary model of human consciousness.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.120 | 0.014 |
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".