Furnishing the Pictures: Arthur S. Goss, Michael Ondaatje and the Imag(in)ing of Toronto
Bibliographic record
Abstract
There is more to the cameo appearance of civic photographer Arthur S. Goss (1880-1940) in Ondaatje's In the Skin of a Lion than another instance of historical verisimilitude. The city of Toronto's first official photographer, Goss's oeuvre provided Ondaatje with a set of civic images enabling him to reconstruct his version of the past, as shown in Duffy 1994. Goss's career as a civic official also entwined him in the careers of two of Toronto's most potent modernizers, Charles J. Hastings and Roland C. Harris (the latter a character in In the Skin of a Lion). They in turn produce the discourse of power that remains one of the novel's themes. Thus Ondaatje's Goss returns to life as the writer's fellow visionary.
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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 | 0.001 | 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) | 0.000 | 0.000 |
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 teacher head, 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".