Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
New offers an unconventionally structured overview of Canadian literature, from Native American mythologies to contemporary texts. Publishers Weekly A History of Canadian Literature looks at the work of writers and the social and cultural contexts that helped shape their preoccupations and direct their choice of literary form. W.H. New explains how - from early records of oral tales to the writing strategies of the early twenty-first century - writer, reader, literature, and society are interrelated. New discusses both Aboriginal and European mythologies, looking at pre-Contact narratives and also at the way Contact experience altered hierarchies of literary value. He then considers representations of the "real," whether in documentary, fantasy, or satire; historical romance and the social construction of Nature and State; and ironic subversions of power, the politics of cultural form, and the relevance of the media to a representation of community standard and individual voice. New suggests some ways in which writers of the later twentieth century codified such issues as history, gender, ethnicity, and literary technique itself. In this second edition, he adds a lengthy chapter that considers how writers at the turn of the twenty-first century have reimagined their society and their roles within it, and an expanded chronology and bibliography. Some of these writers have spoken from and about various social margins (dealing with issues of race, status, ethnicity, and sexuality), some have sought emotional understanding through strategies of history and memory, some have addressed environmental concerns, and some have reconstructed the world by writing across genres and across different media. All genres are represented, with examples chosen primarily, but not exclusively, from anglophone and francophone texts. A chronology, plates, and a series of tables supplement the commentary.
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.
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 | 0.003 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it