Bibliographic record
Abstract
The concept, politics, and society of the network are examined in the light of concepts taken from media ecologies, Guattari’s notion of the three ecologies of socius,1 self, and environment, Simondon’s discussion of transduction, and Guattari’s political deployment of transversality. The reality of the virtual is taken as the basis for a politics of networked media, and a case is made for a transdisciplinary response. Recent ecological/electronic/digital art works and media processes are discussed as demonstrating interesting emergent aspects of the ecological aspect of the network society. These include Lars von Trier’s 1996 production of Verdensuret (The World’s Clock, in which live images of an ant’s nest in the United States determined the performance of 50 actors in a Copenhagen art gallery), the digital video work of Joyce Hinterding and David Haines, and the nightly news. The paper concludes, following Guattari’s ethico-aesthetic paradigm, that in a post-media world, experimental media ecologies are crucial to the affective, ethical, and ideo-diversity of the network society.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.020 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.024 |
| Scholarly communication | 0.006 | 0.011 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".