Platformativity: Media Studies, Area Studies
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 Waves of subaltern, colonial, postcolonial, and critical race studies have posed an undeniable challenge to the normative geopolitical bent of area studies, and yet the same challenges are rarely taken up within media studies. Media studies reach a similar impasse when it comes to dealing with geopolitical forms and functions, stressing the dynamism of media and the passivity, historical immutability, and cultural inertness of regions. This article reconsiders the impasses of both area studies and media studies to propose an alternative approach to the region-platform relation: platformativity. The notion of platformativity is intended to address the infra-individual intra-actions between platform and human, and individual and collective – a kind of performativity via platforms. It considers how media infrastructures operate alongside and through national and regional forms to generate signaletic modes of existence that function as relays between disciplinary, sovereign, and biopolitical formations.
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.003 |
| 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