Bibliographic record
Abstract
BOOK REVIEWS Benoît Peeters, Lire Tintin: Les Bijoux ravis [‘Reading Tintin: The Stolen Jewels’] (Brussels: Les Impressions Nouvelles, 2007). 287 pp., ISBN 978-2-87449-037-8 (€20.00) Bart Beaty, Unpopular Culture: Transforming the European Comic Book in the 1990s (Toronto: University of Toronto Press, 2007). ix+303 pp.; cloth: ISBN 978-0-8020-9133-9 (US $65, £42); paper: ISBN 978-0-8020-9412-4 (US $30.95; £20) David Kunzle, Father of the Comic Strip: Rodolphe Töpffer (Jackson: University Press of Mississippi, 2007). xii +207 pp. ISBN: 978-1-57806-948-4 (paperback, $25.00) Rodolphe Töpffer, Rodolphe Töpffer: The Complete Comic Strips, compiled, translated and annotated by David Kunzle (Jackson: University Press of Mississippi, 2007). xv + 650 pp. ISBN: 978-1-57806-946-0 (hardback, $65.00)
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".