Bibliographic record
Abstract
This paper is an enquiry into the unpredictability of the liberally educated mind. We are all familiar with the value placed on the word critical when it figures prominently in justifications for liberal arts pedagogy, as in “a liberal arts education should foster the capacity for critical thinking.” However, depending on the milieu in which “critical thinking” is habituated, the meaning of the term may degrade into a theoretical conformity and passive assent to established routines which are inevitably expressions of disapproval. This trajectory is described as disenchantment. Its origins are traced to representations of the intellectual as a distinctly secular creature and, in contemporary philosophical developments, associated with political liberalism—both of which, it is argued, are dominated by fear. Drawing on the recent Catholic “Communio” theology of David Schindler as a way to unveil the repressed theologies and hidden ontologies of liberal neutrality, the paper concludes with a brief examination of liberal arts scholarship that is increasingly open to various models of enchantment.
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 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.068 |
| Scholarly communication | 0.009 | 0.006 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.003 | 0.007 |
| Insufficient payload (model declined to judge) | 0.005 | 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".