A new species of Trimma (Teleostei: Gobiidae) from Indonesia and Timor-Leste
Bibliographic record
Abstract
A new species of gobiid fish, Trimma putrai, is described from 4 localities in Indonesia and Timor-Leste (Bali, Flores, Raja Ampat Islands, as well as Atauro Island in Timor-Leste). It shares a combination of features with three other species: scales present on the predorsal midline and upper opercle; no scales on the cheek; the second spine of the first dorsal fin elongate and reaching beyond the origin of the second dorsal fin when adpressed; at least some branched pectoral-fin rays; a branched fifth pelvic-fin ray; and the absence of deep narrow trenches between and behind the eyes. It differs from the three species primarily in color pattern, having yellow, orange, or red bars on the cheek and yellow-to-red spots on the anterior body that lack discrete dark centers
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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".