"Pencil-regions": the pencil and paper of Robert Walser's micrography
Bibliographic record
Abstract
This Masterâs thesis examines the writing materials of Robert Walserâs micrography, his pencil and papers, with respect to both their physical qualities and their figurative significance within the scope of Walserâs prose. As the first full-length study of Walserâs pencil and paper, my thesis aims to show that an understanding of Walserâs relationship to his writing materials is crucial in order to approach his middle to late writings. Crucial, because Walserâs switch to writing microscopically hinged on his change in writing materials, from the pen to the pencil, and gradually, from blank sheets of paper to tiny, pre-used scraps. I argue that these changes in Walserâs materials were first, a manifestation of his changing attitudes towards the âpublicâ (the industry of publishing as well as his readership); and second, a reflection of his long-term affinity with that which is small, peripheral, and overlooked. The thesis proceeds in three chapters. The first chapter exposes the material and metaphoric significance of Walserâs pencil and paper, while the second and third chapters search for the fictional presence of paper and pencil in Walserâs middle to late prose.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 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 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".