Introduction to the Proceedings of the Ninth North American Blueberry Research and Extension Workers Conference
Bibliographic record
Abstract
The North American Blueberry Research and Extension Workers Conference (NABREW) has convened nine times over the past 42 years (Table 1). The proceedings of the ninth meeting, which occurred in Halifax, Nova Scotia during the summer of 2002 will be presented in two parts of the Small Fruits Review, Volume 3. In Part I, papers on the management of lowbush, highbush and rabbiteye blueberries are presented. The conference was attend by about 100 people representing experts in taxonomy, breeding, physiology, culture, management, storage, processing, and marketing of blueberries from throughout North America, Japan, China, and Korea. The conference included 27 oral and 28 poster presentations addressing ongoing research on highbush, southern highbush, rabbiteye, lowbush, and other native species of blueberries. Tours
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".