Trophon leptocharteres P. G. Oliver & Picken 1984
Bibliographic record
Abstract
50. Trophon leptocharteres P. G. Oliver & Picken, 1984 [Figs 17A–C] Trophon leptocharteres P. G. Oliver & Picken, 1984: 109, figs 28, 31a, b Material examined. • 1 spm, Stn. 14. Type locality. Borge Bay on Signy Island (South Orkney Islands), 15 to 30 m depth. Bathymetric distribution. 10–130 m. Substrate. Hard bottom. Geographical distribution. ANTARCTICA: Antarctic Peninsula. SUBANTARCTICA: -. SCOTIA ARC: South Orkney Islands, South Shetland Islands. SOUTH AMERICA: -. Remarks. The maximum height is 26.2 mm. During our study we found one single specimen (height 15 mm) in Ardley Cove in a depth of 70 m. This species was already known from the study area from previous Soviet Antarctic expeditions in depths between 10 and 30 m. References. Oliver & Picken (1984), Aldea & Troncoso (2010b), Engl (2012), Aldea et al. (2016).
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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 | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.031 | 0.011 |
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".