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
The French philosopher Gilles Deleuze might not be well known yet to the Canadian education landscape. So in this paper, I begin with a close-reading of “On the Superiority of Anglo-American Literature”, a chapter in Deleuze’s collaborative works with his colleague Claire Parnet, appropriately titled Dialogue, where they exemplifies their own “deterritorialization” of thought across disciplines and geographical domains. I then give a sketch of his reflection on the major movements in Philosophy as an attempt to envision his own possible orientation of philosophizing that is close to life in its creative force. By introducing some of the important yet creative concepts as well as the fresh spirit of his philosophical movements in thinking, I intend to create a space of openness where we the educators could think anew on the some fundamental theoretical questions in curriculum studies, for instance: what does it mean to attempt to bring Deleuze’s work from the “outside” in the proximity of our educational realm, or rather, to extend our ignorance to the edge of the inter-disciplinary borders, to think about curriculum questions with his diverse philosophical thinking?
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 | 0.002 | 0.002 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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