Hymenaster giboryi Perrier 1894
Bibliographic record
Abstract
Hymenaster giboryi Perrier, 1894 Reports for the Azores: Hymenaster giboryi Perrier, 1894 — $ Koehler 1909: 93, pl. 1, figs. 2–3; Mortensen 1927a: 106; Cherbonnier & Sibuet 1972: 381–382; Sibuet 1976: 298; A.M. Clark & Downey 1992: 316–317 figs. 51f–h; García-Diez et al. 2005: 47; Dilman 2014: 35. Type locality: between the Azores and Portugal (42°19’00”N, 21°15’46”W). See: Perrier (1894: 189–190, pl. 14, fig. 1); A.M. Clark & Downey (1992). Occurrence: North Atlantic, from off Newfoundland (Cherbonnier & Sibuet 1972), southwards to off Jamaica (A.M. Clark & Downey 1992) and eastwards to Rockall Trough (Cherbonnier & Sibuet 1972) and to waters between Azores and Iberian Peninsula (Koehler 1909). Depth: 1,919–4,275 m (AZO: 1,919–4,261 m; Koehler 1909). Habitat: soft substrates, mud or Globigerina ooze (Koehler 1909). Remarks: Hymenaster giboryi is known only from a few specimens collected at discrete locations throughout the North Atlantic.
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 | 0.000 |
| 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 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.016 | 0.002 |
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".