Bibliographic record
Abstract
This paper critiques current arguments advancing the potential for transhumanism and a range of biological and pharmacological enhancements to better human flourishing. It does so from a historical perspective weighing the individualistic and competitive evolutionary theories of Darwin with the cooperative and communal theories of Prince Peter Kropotkin a generation later. In doing so it proposes the transhumanist and enhancement enthusiasts operate within a paradigm similar to Darwin's, one that is atomist and individualistic. The critique, which considers the status of those with cognitive, sensory and physical limits, advances a vision of society as a cooperative and communal rather than individualistic and competitive. Within this framework the argument is not one of either/or but on the lexicographical superiority of the communal and social over the individualistic and competitive ethos underlying both Darwin and most contemporary transhumanist literature. This reordering of priorities, it is argued, reflects advances in contemporary biology and evolutionary thinking.
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 | 0.007 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.005 | 0.037 |
| Scholarly communication | 0.007 | 0.006 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.007 | 0.008 |
| Insufficient payload (model declined to judge) | 0.003 | 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".