Bibliographic record
Abstract
Pristoceuthophilus sp. (Fig. 3B) Pristoceuthophilus Rehn brings together 13 species distributed between Mexico and Canada, of which P. rhoadsi Rehn and P. pedanus Strohecker were reported in Mexican territory, particularly in the state of Michoacán (Rehn, 1903, Cigliano et al., 2018). We collected nine individuals and several immature females in the months of December and May. What little is known about the species of this genus (data from USA species) is that is found between cracks of large rocks, hollow logs and some in caves there are also inhabitants of Quercus, (Haley & Gray, 2012; Conroy, 2014; Conroy & Gray, 2015). Like the previous species, it is possible that individuals of this morph species are also omnivores, leave their daytime shelter after dark, and reach the carrion traps installed to feed on carrion or take refuge.
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 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.030 | 0.017 |
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".