Some Aspects of Studying the Wrangel Island’s Geology (Commentary to the Work “New Data on the Late Paleozoic Conglomerates of Wrangel Island and Their Geological Interpretation” by M.I. Tuchkova et al.)
Bibliographic record
Abstract
Abstract Critical remarks are given to the article “New data on the Late Paleozoic conglomerates of Wrangel Island and their geological interpretation” by M.I. Tuchkova et al. published in the Stratigraphy and Geological Correlation journal (vol. 33, no. 2. pp. 59–80, 2025). Doubts are expressed about using the ‘tectonostratigraphic units’ term in the geological mapping of the island instead of formations and strata. It is concluded that, in terms of paleogeography, the Late Paleozoic De Long basin had closer links with the Verkhoyansk‒Kolyma basins than with the Canadian Arctic ones.
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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 | 0.001 | 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 | 0.000 | 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) | 0.000 | 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".