Bibliographic record
Abstract
Abstract This chapter argues that Cerebus possesses qualities which are specifically Canadian. There is, for example, the outsiderness of its creation – when it first appeared, nearly all of the major comics publishers were United States (US)-based – in addition to its parodying mainstream above ground, non-Canadian comics. Not being part of mainstream American comics culture, or, for that matter, originating within the US, Cerebus was an underdog among underdogs. Moreover, this "Canadianness" also informs Cerebus' content, influencing its imagery, themes, and structure. Closer examination of Cerebus suggests how Sim's magnum opus embodies two major themes in Canadian literature:survival (with regards to Cerebus’ geography) and victimhood (with regards to its politics), as suggested by Northrop Frye's image of the "garrison mentality" in his book The Bush Garden (1971), and in Margaret Atwood's landmark study Survival: A Thematic Guide to Canadian Literature (1972).
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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 | 0.000 | 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 | 0.005 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".