Aleochara (Aleochara) gracilicornis Bernhauer 1901
Bibliographic record
Abstract
8. Aleochara (Aleochara) gracilicornis Bernhauer (Illustrations in Klimaszewski 1984, Klimaszewski et al. 2018) Table 1 References. Bernhauer 1901. Klimaszewski 1984. Klimaszewski and Génier 1987. Klimaszewski et al. 2005 a, 2018. Brattain et al 2020. Distribution. Nearctic, widely distributed, reported from A/S (Klimaszewski et al. 2021). Canada: BC, MB, NB, NF, NS, NT, ON, QC, SK. USA: AR, AZ, CO, FL, IL, IN, KS, LA, MA, MD, ME, MI, MN, MO, MT, NH, NJ, NM, NY, OH, PA, RI, SD, UT, VA, WI. Collection and Habitat data. Adults were captured from May to August in NH by flight intercept traps (FIT), by processing old river drift with a Berlese, and by pitfall traps in a pine-oak barrens and a riverside nettle zone. Elsewhere found in river margins in flood debris, drift material and decaying grass and litter, lake margins in drift material, temporary creek margins in debris, hardwood forests and swampy areas in leaves and debris, Carex marsh in leaf litter and moss; also, in an old American beaver (Castor canadensis Kuhl) lodge, in debris on beaver dam (common), and in carrion (Klimaszewski et al. 2018). Material. USA, New Hampshire, Grafton Co.: Bedell Bridge St. Park @ Oliverian Brook, 2.VIII.1992, D.S. Chandler, berlese old river drift, 1 male; 8–22.VI.1992, D.S. Chandler, FITrap, 1 male. Merrimack Co.: Concord Airport, 1 mi E Concord, CZ-4a, 24.VI–10.VII.2001, D.S. Chandler, pine-oak barrens, pitfall trap, 1 male. Merrimack River, 1 mi N Concord, 8–20.VIII.1996, D.S. Chandler, nettle zone, pitfall, 1 male. Strafford Co.: 1 mi SW Durham, 27.IV–11.V.1987, D.S. Chandler, FIT, 1 female.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.025 | 0.009 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".