Shifting ranges: climate influence on the forest dormouse (Dryomys nitedula) distribution in Poland
Bibliographic record
Abstract
The northern limit of the geographic range of the forest dormouse runs through Poland. The distribution of the forest dormouse in Poland is unclear. The presence of the species has been confirmed in 128 localities in Poland. In the literature the forest dormouse is most frequently reported from forest complexes in north–east Poland, especially from the Białowieża Primeval Forest. In other areas, the distribution of the species is mostly patchy. In some areas, e.g. in the Sudetes or in the Bieszczady Mountains, its occurrence is uncertain. The aim of this study was to analyse the distribution of the forest dormouse population in Poland and to assess potential links between distributional changes and climate change. The analysis of climate models shows that an important factor influencing the occurrence of the species in Poland is climate change from continental to Atlantic climate. The historical disappearance of forest dormouse populations can be linked to both deforestation and climate change.
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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 | 0.000 | 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) | 0.001 | 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".