Bibliographic record
Abstract
Robert Kroetsch (1927Kroetsch ( -2011) ) remains a figure of major influence in Canadian literature, due to his deep and enduring engagements in both the creative process and the literary community.His accolades include a Governor General's Award for Fiction, in 1969, in recognition of his novel The Studhorse Man.He was made an Officer of the Order of Canada in 2004 and received a Golden Pen Lifetime Achievement Award from the Writers Guild of Alberta in 2011.Kroetsch is well remembered as a poet, novelist, and critic with an impressive corpus of texts to his credit.He is perhaps most cited for theorizing a uniquely Canadian postmodern inheritance, imagination, and literary approach.In a disjunction typical of his often defiant and always errant intellectual style, Kroetsch developed his rich perspective on the postmodern literary ethos and its applicability to Canada while teaching in the English department of SUNY Binghamton in New York State.The author's rich legacy as a literary critic and artist is matched by the memories of those who knew him as a mentor, professor, and editor.Kroetsch's academic work brought him widespread attention from North American and international thinkers.Such a range of achievement would not have seemed predictable to many members of his original community, although they reportedly found his bookishness conspicuous.Kroetsch was born in a homesteader's shack near the village of Heisler, southeast of Edmonton, Alberta.During his rural formative years, country-and-western songs, frontier tall tales, and an elusive Cree and Blackfoot cultural mythos were his key literary influences.Only as an adult did he find his footing as a creative writer, after his undergraduate education in English and Philosophy at the University of Alberta, after the time he spent as a labourer in the northern territories, after a master's program at Middleburry College in Vermont, and after his doctoral program in Creative Writing at the University of Iowa.Only then, in 1961, in his mid-thirties, did Kroetsch's notable output as a writer begin
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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 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.275 | 0.169 |
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".