Windows of Cognition : Contemporary French Comics and the Cultural Middlebrow
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
This chapter deliberates the merits of whether French-language comics may be construed as a salient example of a new cultural middlebrow. It argues that the comics artist introduces new ways of seeing shared worlds, stressing the referential aspects typical of the literary middlebrow, but not of the high-brow, which is characterised by a high degree of self-consciousness. Moreover, where these special cognitive windows open out onto social and political realities that trouble a middlebrow audience, they can offer alternative, sometimes challenging perspectives. These claims are tested through analyses of Marjane Satrapi’s contemporary classic Persepolis and Riad Sattouf’s on-going saga L’Arabe du futur. The chapter concludes with a brief digression into the colourful, metaphysical universe of Joann Sfar’s Le Chat du rabbin.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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