'Capital as Power' - Notiz zu einem neuen Forschungsansatz und einer Konferenz ('Capital as Power' - notice on a new research approach and a conference)
Bibliographic record
Abstract
Der Text weist auf den Forschungsansatz von "Capital as Power" und die Konferenz „Capitalizing Power: The Qualities and Quantities of Accumulation“ hin, die vom 28. bis 30. September 2012 an der York University in Toronto stattfand. Außerdem wird der Inhalt des Konferenzbeitrages von Harald Wolf umrissen. \n \nThe text alludes to the research approach of "Capital as Power" and the conference “Capitalizing Power: The Qualities and Quantities of Accumulation”, September 28-30 2012 at York University, Toronto. It also sketches the content of Harald Wolf's conference contribution.
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.
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 | 0.009 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.005 | 0.036 |
| Scholarly communication | 0.016 | 0.016 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.007 | 0.009 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".