Aleochara (Tinotus) caviceps NB, ON, QC
Bibliographic record
Abstract
4. Aleochara (Tinotus) caviceps (Casey) (Illustrations in Klimaszewski et al. 2002b, 2018), Table 1 References. Casey 1893. Klimaszewski et al. 2002, 2018. Brunke et al. 2012. Webster et al. 2016. Distribution. Nearctic. Canada: NB, ON, QC. USA: AZ, IA, ID, IN, MT, NH (NSR), NJ, NV, NY, PA. Collection and Habitat data. Specimens were captured from July to August in NH using a FIT, and by sifting forest litter. In Canada, adults were taken in a mixed forest area from a pitfall trap, and from moist grass litter in a small sedge marsh. One specimen was taken by a Luminoc pit-light trap, and others in hedgerows beside a soybean field (Brunke et al. 2012, Klimaszewski et al. 2018). Material. USA, New Hampshire, Coos Co.: 1 mi NE East Inlet Dam, 25.VII–7.VIII.1986, D.S. Chandler, FIT, 1 female. Grafton Co.: Bedell Bridge St. Park @ Oliverian Brook, Haverhill, 2.X.1991, D.S. Chandler, sift forest litter, 1 female.
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 | 0.001 | 0.001 |
| 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 | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.019 |
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".