Distribution and cone production in Allocasuarina diminuta and A. gymnanthera (Casuarinaceae) in central New South Wales
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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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".