Reproductive ecology of impoverished pinweed (<i>Lechea intermedia</i> var. <i>depauperata</i>), a fire-associated narrow endemic from the boreal forest
Bibliographic record
Abstract
Impoverished pinweed (Lechea intermedia var. depauperata Hodgdon, Cistaceae) is a narrow endemic restricted to the dry, fire-prone Athabasca Plain in northeastern Alberta and northwestern Saskatchewan, Canada. Little is known about the ecology or life history of the taxon that could be used to inform conservation or management decisions. We investigated the reproductive biology of impoverished pinweed to determine whether it exhibits the suite of traits characterizing the temporal disperser syndrome, which is prevalent among Cistaceae species inhabiting fire-prone environments. Specifically, we examined the soil seedbank, characterized seed production, and conducted three sets of germination trials examining the interaction of heat and scarification, burial, and alternate wetting and drying. Our results show that impoverished pinweed is similar to other Cistaceae with respect to seed production, dispersal, and germination, supporting the classification of impoverished pinweed as a temporal disperser. Exposing seeds to temperatures between 125 and 175 °C significantly increased germination as compared with the untreated controls. We discovered an additional cause of seed loss incidentally; here we report the first western Canadian records of Anthonomus pusillus Le Conte, a seed-predating weevil. Our results suggest that the temporal and spatial dynamics of impoverished pinweed populations are strongly shaped by fire and the distribution of soil seedbanks.
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.
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 | 0.000 |
| 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) | 0.001 | 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".