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
Floricimbex vetusculus (Cockerell, 1922) Fig. 27. Cimbex vetusculus Cockerell, 1922, p. 50. Holotype. DMNH-163A, B, type specimen, Cockerell (1922). Part, a rather complete specimen; counterpart, missing the right wings and head. Diagnosis. As for genus. Description. Holotype, male. Body: length 16.7 mm as preserved, colour pattern possibly mostly dark (organic matter mostly lost, obscuring colouration). No rough surface sculpture discernible. Structure of head and thorax obscure. Mid, hind coxae touching basally, slightly separated distally, hind coxae large, elongate, more or less parallel-sided, no distinct armament visible; hind femur almost regularly elliptical, 4.4 mm long, 1.9 mm wide (length to abdominal segment width ca. 1:2.3), other leg segments incomplete. Wings damaged, incompletely known. Forewing length 13.9 mm, maximum width 4.4 mm or slightly more, length/width> 3.1; membrane possibly lightly infuscate behind R+M; pterostigma dark; R+M shorter than 1-M; maximum length of cell 2r shorter than 3r; 2r-rs slightly longer than Rs between 2r-m, 2r-rs, joining cell 3rm slightly before its middle; 2r-m straight, joins Rs distal to 2m-cu joining M, well distal 2mcu; 1-M almost straight, sub-parallel to 1m-cu; 3r-m incompletely preserved, its form obscure; cell 2mcu with M apparently subequal to 1m-cu; 2m-cu incompletely preserved, apparently slightly curved toward base; cu-a interstitial; anal cells not preserved. Hind wing with M base basal to level of Rs base, m-cu present, cu-a before middle of cell mcu, a1-a2 basal to level of Rs base, Cu with distinct free apex, 1A and 2A with long free apex. Abdomen narrow, slightly widening caudally (widest at segments 5–6), tergum 1 with straight hind margin, genitalia not distinct. Material. Holotype. Locality and age. Florissant Formation, Priabonian.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.019 | 0.050 |
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