Bibliographic record
Abstract
129. Trichiusa compacta Casey (Illustrations in Brunke et al. 2012, Klimaszewski et al. 2018), Table 1 References. Casey 1893, 1906 (as synonym of T. transversa Casey). Fenyes 1920. Notman 1920 (as T. transversa). Brunke et al. 2012. Distribution. Nearctic. Canada: ON. USA: DC, NH (NSR), NY? [Notman 1920], OH. Collection and Habitat data. In NH two males were captured from June to July by a flight intercept trap (FIT). In Canada collected by Malaise traps in a low forest and a sandy ridge forest; others were taken from litter along vernal and semi-permanent pools in forests, leaf litter in a slough forest, and from a trap at the edge of an oak forest (Klimaszewski et al. 2018). Material. USA, New Hampshire, Carroll Co.: 1 mi N Wonalancet, E Fork Spring Brk., 1900’, 22.VI– 1.VII.1985, 24–30.VII.1985, D.S. Chandler, FIT, 2 males.
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.
How this classification was reachedexpand
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 | 0.002 | 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) | 0.009 | 0.011 |
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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".