Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Cryptops mauritianus VerhoeOE (®gures 22±35) Cryptops (Cryptops) mauritianus VerhoeOE, 1939: 94, table 5, ®gures 22±26. Diagnosis (Based on type material and specimens in this collection.) Head with or without short posterior sutures, tergite 1 without ring sulcus, with or without very short anterior sutures. Tergites with paramedian sulci complete from 4, 6 or 8, and with dark subcuticular pigment. Anterior margin of coxosternum: each side with 1 4±41 5 large submarginal setae. Sternite 21 a little wider than long (1.3:1). Coxopleural pores 33±65. Pore ®eld not reaching hind margin. End legs with spine-like setae; femur without saw tooth. Tarsal claw spines of trunk legs minute. Type material studied Two specimens in Canada balsam on slides. Syntypes 3952 ZMB 13689 and 3953 ZMB 13689 Mauritius. Localities given by VerhoeOE (1939) but not recorded on the slides: Les Mares, La Ponce, presumably Le Pouce, a mountain SE of Port Louis, height 810 m.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.046 | 0.024 |
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