Bibliographic record
Abstract
The story is told of an American wending his way through the British Museum. Reaching the Rosetta Stone, he reached right over the railing, touched the scarred slab, and lamented: "It doesn't feel meaningful." Whereupon an old Briton was heard to mumble: "The poor American's got this old thing confused with the Blarney Stone." A bully presses his case, but meaning is much more modest. Powerless to insist upon itself, meaning lies in wait of discovery. What distinguishes the Rosetta Stone from other rocks of the same kind and size is that it was someone's - or rather a group's - act of meaning. But those who come later cannot count on the Stone to make that meaning known. Meaning, if it is to be found or made, first has to be desired. This desire and the method of its satisfaction are James Boyd White's concern in The Edge of Meaning. And what is at issue, if White be correct, is human life itself: "I think that this is as deep a need as a human being has: a need of the mind or soul, the need for what we call meaning in life. When it becomes clear that there is no way of meeting it, a person may die, either by simply withering away or by suicide" (p. 7).
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.022 |
| Scholarly communication | 0.007 | 0.011 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.009 |
| Insufficient payload (model declined to judge) | 0.007 | 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".