A new species of <i>Protopterus</i> and a revision of <i>Ceratodus humei</i> (Dipnoi: Ceratodontiformes) from the Late Cretaceous Mut Formation of eastern Dakhleh Oasis, Western Desert of Egypt
Why this work is in the frame
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Bibliographic record
Abstract
Three lungfish species are recognized from tooth plates recovered from shales of the Mut Formation (Qusseir Group) in eastern Dakhleh Oasis. Ceratodus humei Priem, 1914 is identified on characters shared with the type specimen, and Neoceratodus africanus Haug, 1905 on characters shared with the type specimen and specimens assigned to this species by subsequent authors. Protopterus crassidens sp. nov. is represented by two recently found plates, as well as two plates previously considered to represent Ceratodus or Protopterus humei . These plates all bear three ridges and crests, unusually heavy mesial ridges, crushing bollard‐like buccal cusps to the mesial ridges and thick, robust buccal margins. The status and characteristics of C. humei are reviewed and the general problems of interspecific variation of fossil lungfish tooth plates and species recognition based on tooth plates are discussed. The diagnosis of C. humei is revised and the species returned to its original generic assignment, based mainly on the broad sample of tooth plates from Dakhleh Oasis. This sample demonstrates that many tooth plates assigned to this species subsequent to its original description do not belong within C. humei . New specimens of N. africanus are described from Bahariya Oasis.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it