Figure 33 in Cretaceous Crocodyliforms from the Sahara
Bibliographic record
Abstract
Figure 33. Skull of the crocodyliform Kaprosuchus saharicus gen. n. sp. n. Cast (UCRC PVC8) of cranium and lower jaws (MNN IGU12), which were separated from a cast of the skull (which remains in one piece). Left maxillary teeth 1 and 8 were missing and are based on the corresponding right maxillary teeth. Dentary teeth 9–16 cannot be seen as a result of the adduction of the jaws but were visualized and then reconstructed on the basis of a computed-tomographic scan. A portion of the right side of the skull table is not preserved and is a reflection from the left side. Most of the occiput is not preserved and has been reconstructed. A Cranium and lower jaws in left lateral view. B Cranium in dorsal view. C Cranium in ventral view. Scale bar equals 20 cm.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.026 | 0.004 |
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".