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
One of the most significant factors influencing the co-spatialities regimes of post-urban communities is the development of new urban media. On the one hand, new urban media symbolizes the complex transition to new post-urban communities and new spatial regimes of their existence; on the other hand, they are the basic element of the newly emerging policies of co-spatialities. From the phenomenological point of view, post-politics is treated as the growing dominance of flat communicative ontologies in post-urban spaces, characterized by the disintegration of the traditional modern methods of communication. A post-urban locality is defined as a medial co-being, centering the next here-and-now cartography of imagination, which can be considered as a post-political action. The de-territorialization of post-urban communities takes place through the “smoothing” of urban spaces, turning them into mostly “smooth spaces” with the help of the new media. Specific local geo-cultures, a new, “rhizomatic” type whose development is based on the post-political transcription of socialization and medialization of urban spaces, are formed. The affectivity of post-urban co-spatialities is manifested in the gradual increase in the number of new specific urban actors that herald the slipping away of traditional state and municipal policies. The post-political can be considered as a sphere of geo-semiotic violence aimed at the over-coding of co-spatial situations. The mapping of co-spatialities reproduces the Earth as a total chora of post-political ontology. The post-city nomos constantly forms a communicative periphery with the missing center, where any message can signal the transactions of imagination aimed at the devaluation of “center–periphery” systems.
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 | 0.003 | 0.018 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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