Bibliographic record
Abstract
225. Oxypoda nigriceps Casey (Illustrations in Klimaszewski et al. 2006, 2018), Table 1 References. Casey 1893. Klimaszewski et al. 2005a, 2006, 2018. Majka and Sikes 2009. Distribution. Nearctic. Canada: NB, NS. USA: NH (NSR), RI, VA. Collection and Habitat data. The NH specimens were found in sod, litter by marsh, litter along swamp margin, and in an old beaver pond area. Collected from April to October. In Canada recorded from various forest types and wetlands, usually in leaf litter. In mature red spruce and eastern white cedar forest in moss and litter near small brook, in red spruce dominated forest from pitfall traps, in grass and leaf litter in alder swamp, margin of beaver pond in leaf litter, small sedge marsh in moist grass litter, red oak forest from Lindgren funnel trap, and sifted from decaying mushrooms (Klimaszewski et al. 2005a, 2006, 2018). Material. USA, New Hampshire, Carroll Co.: Sandwich Notch, 15.VIII.1982, D.S. Chandler, sift leaf litter, 1 female. Coos Co.: Second College Grant, nr. Alder Brook Rd., 44.891242, -71.126214, 31.VII.2021, C. Ziadeh, pitfall trap S.2.89, 1 male. Merrimack Co, Concord Airport, 1 mi E Concord, DZ.4, pine-oak barrens, 4.V.2006, D.S. Chandler, sift grass & leaf litter by pond, 1 male. Strafford Co.: 1 mi SW Durham, 21.IV.1982, sift litter by marsh, D.S. Chandler, 1 female. 1 mi NW Durham, 287’, 2.X.2003, G.D. Whitmore, ZOOL 745, sift forest leaf litter, 1 male; 16.V.1982, D.S. Chandler, sift litter along swamp margin, 2 females; 21.IV.1982, D.S. Chandler, sift litter by marsh, 1 female. College Woods, Durham, 4.X.2007, B.W. Sanford, berlese meadow sod, 1 male. Thompson Farm, 3.5 km SW Durham, N43.11260°, W70.94755°, 17m, 8.IX.2005, berlese sod, S.J. Watkins, 1 female; N43.11223°, W70.94203°, 14m, 29.IX–13.X.2005, FITrap, beaver pond area, 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 | 0.000 | 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) | 0.012 | 0.015 |
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".