Cheltenham in Antarctica: The Life of Edward Wilson, by D. Wilson and D. Elder [Review]
Bibliographic record
Abstract
It would be best to let some of the writers speak for themselves.John B. Theberge experiences wonder and truth in the gaze of a wolf waking from tranquilization: "She held her gaze for a full minute, two minutes, an eternity.Wolf -human -each searching for meaning in the eyes of the other.Eyes so alike -iris, pupil, cornea, lens, size, musculature, movement.But eyes so different, reflecting two different social orders that began diverging, like two continents drifting apart, hundreds of thousands of years ago."Beth Powning finds wonder and peace in her own home: "The comfortable, homey chirp of swallows and the snipes' mournful, swooping wing-whistle are the sounds of early morning, familiar as water filling a kettle ... | smell the dry-wood, old farmhouse smell of wood smoke and mice; and daisies, their bitter scent riding a dancing breeze ... I can't imagine ever leaving this place."Des Kennedy shares the wonder and fascination of a slug crawling on his hand: "After a few moments of frightened withdrawal, its head emerged, the
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.003 | 0.006 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.005 |
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".