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
Cranberries are grown in the coastal region of Washington in the marsh or bog areas not adapted to other crops.Approximately 1,100 acres produce 4,000 to 5,000 tons of berries annually.The cranberry has been cultivated in the Cape Cod section of Massachusetts and in New Jersey for nearly 150 years.The first cranberry bog in the state of 1~ashington was planted about 1882.The cultivated cranberry, Vaccinium macrocarpon Ait., is native to peat bogs of the northern states from Maineto Minnesota, and of Canadian provinces to the northward.Vaccinium quadripetalum, the wild cranberry native to Washington, is foQ~d in peat bogs along the Coast and in open meadows of the Cascade Mountains.No commercial varieties have been developed from it.The cranberry plant is a trailing woody vine (Fig. 1).It produces stems or runners from 1 to 6 feet or more in length.From these runners short vertical branches or "uprightst: from 2 to 8 inches in height are produced.Most of the fruit is borne on the uprights.The leaves, which are dark glossy green in summer and dull reddish brown during the dormant season, stay on the plant for about two years bei'ore dropping.
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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.018 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 0.006 |
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