Bibliographic record
Abstract
The career of Eli Mandel (1922–1992) was one of the most prolific and distinguished in all of Canadian literature, yet in recent years his work has gone unsung compared with that of such peers as Margaret Atwood, Leonard Cohen, Robert Kroetsch, Irving Layton, and P.K. Page. Though he was a critic, anthologist, and editor of national prominence, Mandel’s legacy resides most securely in his poetry, which earned many accolades. From Room to Room: The Poetry of Eli Mandel presents thirty-five of Mandel’s best poems written over four decades, from the 1950s to the 1980s. The selection covers the most prominent themes in Mandel’s work, including his Russian-Jewish heritage, his Saskatchewan upbringing, his interest in classical and biblical archetypes, and his concern for the political and social issues of his time. The book also highlights the way in which Mandel’s work bridged the formal attributes of modernist poetry with contemporary, sometimes experimental, poetics. Complete with a scholarly introduction by Peter Webb and a literary afterword by Andrew Stubbs, From Room to Room makes a worthy addition to the Laurier Poetry Series, which presents affordable editions of contemporary Canadian poetry for use in the classroom and the enjoyment of anyone wishing to read some of the finest poetry Canada has to offer.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.014 | 0.006 |
| Scholarly communication | 0.009 | 0.007 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.081 | 0.039 |
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".