New Data on Diatoms and Silicoflagellates of the Late Cretaceous of the Ust'-Manya Section, Severnaya Sos'va River, Subpolar Trans-Urals
Bibliographic record
Abstract
During the re-examination of the outcrop of marine Upper Cretaceous deposits on the Severnaya Sosva River in the area of the settlement of Ust-Manya, the complexes of the Costopyxis antiqua Zone for diatoms and the Cornua trifurcata Zone for silicoflagellates, presumably dated to the middle Campanian, were established for the first time in the diatomic layer. The associations, numbering at least 40 species of diatoms and 10 species of silicoflagellates, are typical of an epicontinental basin with seasonal contrast. Analogues are known from sections of the eastern slope of the Urals, Northern territories of Canada and the southeastern part of the East European Platform, which indicates stable interbasin connections of the Panboreal realm in the Campanian.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".