Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Darwin . Niles Eldredge, curator . At the American Museum of Natural History, New York, through 29 May 2006;. Museum of Science, Boston, 2 December 2006 to 22 April 2007;. Field Museum, Chicago, 15 June 2007 to 1 January 2008;. Royal Ontario Museum, Toronto, 8 March 2008 to 4 August 2008;. Natural History Museum, London, October 2008 to March 2009. www.amnh.org/exhibitions/darwin Darwin . Discovering the Tree of Life. By Niles Eldredge . Norton, New York, 2005. 272 pp. $35. ISBN: 0-393-05966-9. An exhibit at the American Museum of Natural History in New York, "Origins" presents a comprehensive collection of artifacts and displays that illustrate the life of Charles Darwin and the intellectual formation of his theory of evolution.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it