Cranial pneumaticity of «Ornithomimus edmontonicus» (Ornithomimidae: Theropoda)
Bibliographic record
Abstract
Les archosauriens modernes ont des invasions pneumatiques extensives dérivées de leurs sinus nasales et tympaniques. Ils sont présents dans de nombreux fossiles d’archosauriens, mais l’histoire de leur évolution demeure incertaine. Une description complète de la pneumaticité crâniens d’un théropode ornithomimidé bien préservé aide à clarifier l’évolution de ces tissues mous à l’aide de donnés d’un scanneur CT et de la reconstruction 3D. Les sinus crâniennes de Omithomimus edmontonicus représentent presque tous les sinus crâniens des oiseaux et rajoutent de nouvelles informations en ce qui à trait aux ornithomimidés. Les comparaisons phylogénétiques de la pneumaticité crânienne à travers les théropodes avec une emphase sur O. edmontonicus suggèrent une nouvelle homologie de la jugal fossa ou la dépression des théropodes non-aviaires et le diverticulum sous-orbital des oiseaux. Les comparaisons permettent aussi d’établir la présence de sinus nasals à morphologie aviaire au Neotetanurae et de sinus à morphologie tympanique au Coelurosauria.
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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 | 0.000 | 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) | 0.002 | 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".