The Importance of Tracking Introduced Species: New Records of Athetine Rove Beetles from South Atlantic Inaccessible Island (Coleoptera, Staphylinidae, Aleocharinae)
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
Two species of athetine rove beetles are recorded from Inaccessible Island, in the Tristan da Cunha group of islands in the South Atlantic for the first time. One species, Halobrecta flavipes Thomson, represents a new introduction possibly from the Palearctic region, and the other species, Atheta (Xenota) pseudoinsulana Klimaszewski, new species, is of an undetermined origin. The latter belongs to the Laticollis group of species that are broadly distributed and are known to occur in the Palearctic, Nearctic, Afrotropical, and Oriental regions as well as some Atlantic Islands. The lectotype is designated for Homalota dilutipennis Motschulsky [= Atheta dilutipennis (Motschulsky)].
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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