"Moving from place to face": Landscape and Longing in the Poetry of John Barton
Bibliographic record
Abstract
John Barton's poetry constantly considers how Canada's national ambivalence towards the landscape can be expressive of an equally pervasive sexual dissidence, particularly for those who diverge from the heteronormative tradition. Echoing Peter Dickinson's Here is Queer , Barton conceives of homosexuality in nationalistic terms; he uses the Canadian landscape to articulate the gay experience, just as earlier writers had used it to attempt to communicate an authentic Canadian experience. In early works like A Poor Photographer (1981) and West of Darkness (1987), Barton uses the sky, sea, and trees as images of alienation from society. In Great Men (1990) and later poetry, they become symbols of broadened horizons and the ability to see past culturally prescribed roles. This change in symbolic significance is just one manifestation of the way in which Barton anchors his exploration of homosexual identity in landscape imagery.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.018 | 0.017 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".