Bibliographic record
Abstract
Slovenes of African descent find themselves in a calculus of biopower. This points to the precariousness of life (or flesh), which is deemed as less “worthy.” We are at a historical moment in which Afro-pessimism offers a “realistic” glimpse into the past and future of Blackness in the White supremacist contexts of the West, due almost solely to the enormity of systemic violence that Black flesh has endured. In light of this very real political urgency, there is a very real need for security, which in the short term might best be accomplished through concepts such as identity and authenticity. However, Afro-Slovene acts of living reject in passing the priorities that “progress” evokes through the standardization of Euro-normalizing biopolitical orders and slip the categories used to confine them to a limited form of existence. This analysis focuses on the Afro-Slovene insistence on living otherwise as a form of resistance to the tyranny of linear progressive subjectivities, without shedding responsibility for the need to confront race and racism head on.
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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.016 | 0.036 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.010 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.012 | 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 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".