Scuttle fly infestation in deteriorating fluid-preserved specimens (Diptera: Phoridae: Megaselia scalaris)
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
Abstract An infestation of scuttle flies, Megaselia scalaris (Loew, 1866), was found in deteriorating 19 th century fluid-preserved specimens contained in a glass tank in the Vertebrate Spirit Store at Oxford University Museum of Natural History. A test showed ethanol levels were inadequate to maintain specimen preservation, and a vast amount of fluid had evaporated, leaving the specimens exposed and in a state of decomposition. The conditions provided a suitable habitat for the infestation and subsequent reproduction of M. scalaris . Here, I provide a method for the removal of M. scalaris from infested museum collections, as well as notes on their behavior and the conditions that promote fly infestation. Remedial salvage of the specimen that involves refixation, staging, and final preservation in 75% industrial methylated spirits (IMS/H 2 O) is described.
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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 | 0.001 |
| 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) | 0.000 | 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 it