Bibliographic record
Abstract
A consumer society that has embraced global capitalism while striving to preserve all the comforts and conveniences provided by technoscience is arguably fatally ill. Much support for this gloomy diagnosis is provided by, among others, Hannah Arendt, Northrop Frye, and Friedrich Nietzsche. Their reflections on the health of a human culture point up the urgency of the need to rethink the idea of good reasoning that predominates in the West. However, they also indicate that a healthier, more life-enhancing conception of good reasoning will arise only when a concern for justice and wisdom displaces the traditional ideals of pure and certain knowledge or eternal truths. To this end, Nietzsche recommends that philosophy ought now to concentrate on producing `cultural physicians' who would strive to fashion a philosophy of concern. This type of philosophical therapist requires a radically nonmodern approach to philosophy that must pivot on a vitalistic metaphysics capable of overcoming pervasive nihilistic ideologies which illustrate a globally spreading mythology of unconcern. Hence an effective and lasting cultural therapy will depend on the emergence of a general will/desire to broaden the conception of good reasoning beyond the narrow perspectives established by modern science. And this will depend in turn on the education of future educators who stress above all the importance of cultivating the mythopoeic imaginations of the young.
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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.007 | 0.069 |
| Scholarly communication | 0.007 | 0.007 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.005 | 0.009 |
| Insufficient payload (model declined to judge) | 0.005 | 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".