Bibliographic record
Abstract
The Lemuriformes are a large, unique, and diverse group of primates found only on Madagascar. Lemurs represent 20 percent of all primate species and 30 percent of primate taxonomic families. The smallest lemur is also the smallest primate and weighs only approximately 30 g, while the largest three species weigh 6–6.9 kg. Lemurs are primarily arboreal. Sixty‐six percent of the 103 lemur species are nocturnal, 20 percent are daytime active (diurnal), and 14 percent are cathemeral, or both day‐ and nighttime active. Lemurs are found in highly diverse habitats, including rainforests, spiny and seasonal dry forests, high‐altitude habitats, and littoral forests. Because of their geographic isolation, lemurs have evolved a number of traits not found in primates outside of Madagascar, such as female dominance in most lemurs, and hibernation in the nocturnal dwarf lemurs. Ninety‐four percent of lemur species are now seriously threatened with extinction due to large‐scale habitat destruction, and hunting for the illegal bushmeat trade.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.196 | 0.040 |
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".