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 Indeterminacy is a term that has been asked to do a lot of work for literary and cultural criticism. For strictly formalist critics, it might be the quality of a text or artwork that both preserves useful ambiguity and invites participation from respondents. For criticism that challenges the status quos of social and political life, it is often the interpretive condition that can unsettle existing patterns of recognition and judgment. What this essay finds in the work of Lisa Robertson is a more situated notion of indeterminacy, one that relates indeterminacies of speech, form, and affect to the destabilizing effects that postindustrial capitalism can have and has had on cities and their inhabitants. Following a brief overview of indeterminacy as a critical concept, from New Criticism to poststructuralist theory, the essay closely reads Robertson's Occasional Work and Seven Walks from the Office for Soft Architecture (2003) as a multi-genre study in Vancouver becoming “money” and the effects of this process on work characterized as temporary or feminine. Indeterminacy becomes a double bind for the speakers of her “Office,” in that freedoms of expression, feeling, or movement fold into occasions for speculation and displacement. Finally, the essay relates Robertson's indeterminacies to recent debates about the character of avant-garde writing, arguing for a more socially and historically contingent notion of aesthetic experimentation.
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 | 0.000 | 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) | 0.011 | 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