Fig. 25 in Diversity in a greenhouse world: herpetofauna from the late Eocene (MP 17A) of La Bouffie, Quercy Phosphorites (Lot, SW France)
Bibliographic record
Abstract
Fig. 25 Squamata indet. from La Bouffie. a–c, Right dentary (UM-BFI 3093) in labial (a), lingual (b), and dorsal (c) views; d–e, left dentary (UM-BFI 3179) in lingual (d) and labial (e) views; f, left dentary (UM-BFI 3084) in lingual view; g–h, right dentary (UM-BFI 3071) in lingual (g) and labial (h) views; i–j, right dentary (UM-BFI 3062) in lingual (i) and labial (j) views; k–l, left lower jaw (UM-BFI 3205) in lingual (k) and labial (l) views; m–n, left maxilla (UM-BFI 3091) in lingual (m) and labial (n) views; o–q, right maxilla (UM-BFI 3092) in lingual (o), labial (p), and ventral (q) views; r, left maxilla (UM-BFI 3150) in lingual view; s–t, premaxilla (UM-BFI 3059) in posterior (s) and anterior (t) views; u–X, premaxilla (UM-BFI 3067) in anterior (u), posterior (v), left lateral (W), and dorsal (X) views; y–aa, premaxilla (UM-BFI 3086) in anterior (y), right lateral (z), and posterior (aa) views; ab–af, trunk vertebra (UM-BFI 3137) in dorsal (ab), ventral (ac), left lateral (ad), anterior (ae), and posterior (af) views
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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 | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.020 | 0.002 |
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".