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
This paper offers a further exploration of ‘flat ontology’, an account of the world that takes the immanence of localized, material process to be fundamentally different from and ontologically prior to transcendent, structured, and formal treatments of space. Our previous work in this area aimed at developing the concept of the site – via site ontology – as an ‘event-space’ that describes the differential contours and pressures of aggregating and dispersing bodies. This paper’s contribution lies in considering how politics and political potentials are specified by such event-spaces. In geography and other fields, politics has nearly always been thought to proceed from and to exist for subjects, regardless of how they get theorized. Here we explore how the site might initiate politics that neither presuppose nor undergird individual subject positionalities or mass identitarian categories. We argue that subjectivity – widely understood to be the motive force in organizing politics – is often ‘suspended’ where bodies encounter or get enlisted in the unanticipated connections and relations that site ontology describes. Thus, our account understands the site as autonomous with respect to the subject in two crucial ways. The site is: (1) organizationally autonomous: its rules emerge from its specific, localized relations and this material immanence makes the site the legislator of its own assembly; and (2) politically autonomous: that is, not conditioned by the political schemata of subjectivity per se, even though sites diversely and differently enlist and reshuffle bodies that often attend to, direct, participate in, and inhabit subjective politics.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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