Editorial Preface Special Issue on Bioconvergence
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
In the summer of 2009, we conceived a special issue of MediaTropes on the theme of “bioconvergence.” We sent out an initial circular to measure interest and solicited abstracts from scholars across disciplines. We received so many engaging and excellent contributions that we decided to publish two volumes of this special issue. Volume I appears here, while the publication of Volume II is anticipated in early 2012. The contributions to this volume examine, from a range of angles, the ways in which living bodies, media, and technologies “converge.” The starting proposition of this special issue is that bodies are technologized and conceived increasingly in technical and biotechnological terms, while correspondingly, techniques and technologies have become increasingly “bodied.” Moreover, both tendencies are pointedly and pervasively mediatized as bodies and technologies constitute intercutting currents of spectacle and digitality in public and cultural life....
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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.003 |
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