Distribution and cone production in Allocasuarina diminuta and A. gymnanthera (Casuarinaceae) in central New South Wales
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
Allocasuarina diminuta (L. Johnson) and A. gymnanthera (L. Johnson) are critical food resources of the threatened glossy black-cockatoo (Calyptorhynchus lathami) in central New South Wales. The distribution and cone production in these species was investigated as part of a broader study on the foraging ecology of the glossy black-cockatoo. Both Allocasuarina species were closely associated with vegetation communities occurring on the ridges and upper slopes. Cone production appeared to be linked to rainfall, with fewer cones produced in dry years. Rainfall during autumn–spring appeared to be especially important. Drought conditions resulted in the failure of plants to produce seed and caused the death of significant numbers of plants. Any decrease in moisture balance or increase in drought frequency/length due to global warming is likely to have negative consequences for Allocasuarina and glossy black-cockatoo populations.
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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 | 0.000 | 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 it