Comics, Graphic Novels, Graphic Narrative: A Review
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
Abstract Despite the popularity and critical impact of comics and graphic narrative, academics have been late to the examination of the field, and critic‐practitioners like Art Spiegelman and Scott McCloud have been the most influential critics, advocates and spokespeople for the medium. This article presents a brief history of American comics and comics criticism, which has long defined itself as emergent, oppositional and underground, alongside scholarly attempts to frame the impact and importance of the medium. The mixture of advocacy and analysis, fandom and critique, amateur and professional study, and artistic self‐definition and critical examination characteristic of comics criticism poses challenges to the border between high art and popular culture and between word and image; it also confounds the distinction between academic and amateur scholarship. Comics criticism, in other words, has the potential not only to incorporate this new medium into the field of literary criticism, but to challenge and transform some of the basic assumptions of that criticism.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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