06. Pilot Study: Limitations to Pollination and Ovary Development in the Small White Lady’s-Slipper (Cypripedium candidum)
Bibliographic record
Abstract
The small white lady’s-slipper (Cypripedium candidum) is threatened or endangered in 10 or more of the approximately 20 U.S. states and Canadian provinces in which it is found. Our pilot study revealed a lack of pollination occurring in Wisconsin’s wild populations of this orchid. We also speculate from observations taken during the study that animal browse contributes to the state threatened status of this orchid. The results of this 1-year study are taken from three sites of low prairie in southern Wisconsin. Orchids were counted at each site; a subset of flowering plants was hand pollinated and mapped as to location. Three weeks later these plants and populations were revisited and inventoried for ovary development. Hand-pollinated plants had a significantly higher success of ovary development than plants left to natural pollination.
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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 | 0.000 |
| 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".