Brachiopod diversification during the Early–Mid Ordovician: an example from the Dawan Formation, Yichang area, central China
Bibliographic record
Abstract
Systematic and statistical study of brachiopods from the Dawan Formation of the Yichang area, western Hubei Province, central China, indicates that, at generic and specific levels, the α diversity of Early to Mid Ordovician brachiopods in the study area reached the first acme at the beginning of the Corymbograptus deflexus Biozone, marked by the diverse Sinorthis typica Community. This diversity maximum of brachiopods occurred approximately one biozone later than that of the Upper Yangtze Platform. In taxonomic constituents, the main contributors to the diversity maximum were orthoids, which experienced a major increase in the number of genera in the upper Didymograptellus eobifidus Biozone and the lower C. deflexus Biozone. In brachiopod communities or associations, orthoids and pentameroids were the dominant elements. Analyses of Early–Mid Ordovician brachiopods from the Upper Yangtze Platform indicate that a high level of brachiopod community organization, with temporal and spatial stability, was achieved by the Sinorthis Community, which persisted from the D. eobifidus to the Azygograptus suecicus biozones (early Arenig). In the D. eobifidus Biozone, the Sinorthis Community thrived across a wide ecological range (BA3 to upper BA4) in the siliciclastic facies of the central part of the Upper Yangtze Platform and, by the latest D. eobifidus interval, invaded more carbonate-rich substrates in more offshore settings in the northeastern part of the platform (the present Yichang area).
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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 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".