Riqueza, abundancia relativa y patrones de actividad de mamíferos medianos y grandes en el Bosque Protector Cerro Blanco (Guayas, Ecuador)
Bibliographic record
Abstract
The study of large and medium-sized mammals based on systematic methodologies and standardized techniques have covered few localities in the province of Guayas, a region characterized by accelerated urbanization, as is the case for Bosque Protector Cerro Blanco. Our objective was to assess the richness, relative abundance, and activity patterns of large and medium-sized mammals in this reserve. During seven months, from March to September 2019, we established 17 camera-trap stations and estimated the Relative Abundance Index (RAI) and activity patterns of the species recorded. With a sampling effort of 2937 camera-days and 1931 independent photographic events of mammals, we recorded 16 native species and one introduced (Canis lupus familiaris); species as Dasyprocta punctata and Procyon cancrivorus presented higher RAI; four species were categorized as diurnal, six as nocturnal, and two as cathemeral. Also, we recorded two endangered species through camera-traps: Alouatta palliata and Cebus aequatorialis. We recommend maintaining continuous and systematic monitoring in this reserve to understand the effects of defaunation and introduced species on native mammal species.
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How this classification was reachedexpand
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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 teacher head, 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".