An observation of ovoviviparity in the Baleh Water Skink, \nTropidophorus sebi Pui, et al., 2017
Bibliographic record
Abstract
Tropidophorus sebi is a semi-aquatic skink, known to \nbe restricted to Putai in the Upper Baleh region of Kapit \nDistrict, central Sarawak, East Malaysia, on the island \nof Borneo (1.5946°N, 113.7898°E; datum WGS84; Pui \net al., 2017). The only known aspect of its life history is \nthat it inhabits rocky streams. On 16 April 2020, at 19:44 \nh, a gravid T. sebi (snout–vent length, SVL = 91.5 mm; \ntail tip missing) was collected from within a rock crevice \n17 cm deep, at the edge of a small rocky stream (1–4 \nm wide, 15–40 cm deep), in a hill dipterocarp forest. A \nvisual inspection of its venter revealed two late-stage \nembryos and it weighed 16 g (Fig. 1). The individual \nwas fitted with a BD–2T transmitter (Holohil Limited \nSystems, Canada) and observed for 8 days (18–26 April \n2021), as part of a larger study of the spatial ecology and \nthermoregulation in this 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 | 0.000 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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 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".