First records of <i>Cyclolabus carolinensis </i>Heinrich in Florida (Hymenoptera: Ichneumoninae: Platylabini)
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
Cyclolabus Heinrich may be recognized by the following combination of characters: clypeus convex in profile; propodeum with spiracle circular or nearly so and without projecting cristae; petiole dorsally flattened, wider than high; thyridia strongly trans- verse (each wider than the space between them). This genus is mostly Holarctic in distribution with some overlap into the Oriental region and the northern Neotropics (Yu and Horstmann 1997). In the Nearctic it is known mainly from Canadian and Transition zone localities, except for C. carolinensis described by Heinrich (1962) from western South Carolina. Heinrich does not include Cyclolabus in his 1977 review of the Florida Ichneumoninae, but recent (1997) collecting with Malaise traps has shown it to be common in hardwood forests of the northern Florida peninsula.
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) | 0.001 | 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) | 0.001 | 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