Bibliographic record
Abstract
Nylanderia Emery * arenivaga (Wheeler, W.M.). Suffolk: South Quay Natural Area Preserve, 36.59513° N, - 76.89972° W, 8 m, 30.ix.2017, K Ivanov leg., KI2949, nest in sand with a crater-like mound, along dirt road through successional scrub oak-pine forest, pine barrens; Virginia Beach: First Landing State Park, 36.91888° N, - 76.05336° W, 6 m, 30.viii.2017, K Ivanov leg., KI2906, nest in sand with a crater-like mound, under a small Quercus virginiana, maritime forest (VMNH). * concinna (Trager). Fairfax: Alexandria, Gentele Court, east of Telegraph Rd., south of Cameron Run, 36° 46.7´N, 77° 5.7´W, 22.v.1987, SP Cover leg., SPC1027, baited with honey, residential neighborhood, moist shady backyard with clay soil, RJ Kallal det. January 2011 (MCZ: MCZENT589750, MCZENT589751, MCZENT589752); Northampton: Magothy Bay Natural Area Preserve, 37.15482° N, - 75.94681° W, 1 m, 13.iv.2017, K Ivanov leg., KI2710, soil nest under a large, flat rock, edge of Spartina salt marsh (VMNH). faisonensis (Forel). Accomack, Amherst, Fairfax, Halifax, Hampton, Hanover, Henrico, Henry, Isle of Wight, Mecklenburg, Newport News, Northampton, Patrick, Pittsylvania, Prince Edward, Prince William, Scott, Shenandoah, Suffolk, Sussex, Virginia Beach, York (JTLC, MCZ, STDC, USNM, VMNH). Literature records: Fairfax, Southampton, Suffolk (Kjar & Barrows 2004, Kjar 2009, Kallal & Lapolla 2012, Kjar & Park 2016), “ Virginia ” (Trager 1984, Peck et al. 1998, Guenard et al. 2012). E flavipes (Smith). Arlington, Fairfax (MCZ, USNM). Literature records: Arlington (Wetterer 2011c), “ Virginia ” (Guenard et al. 2012). parvula (Mayr). “ Virginia ” (NMSU). Literature records: Giles, Loudoun (Cole 1949, Kallal & Lapolla 2012), “ Virginia ” (Mayr 1886, Emery 1893, Trager 1984, Peck et al. 1998, Guenard et al. 2012). cf. terricola (Buckley). Literature records: Virginia Beach (Guenard & Drew 2011). Workers of this species are nearly impossible to separate from the much more likely vividula and males are required for proper identification. We have retained this record as N. terricola has been recorded from Pennsylvania and Tennessee and it is thus likely also to occur in Virginia (Kallal & Lapolla 2012). * vividula (Nylander). Gloucester: Gloucester Point, Virginia Institute of Marine Science campus, 37.24949° N, - 76.49733° W, 6 m, 3-4.x.2017, K Ivanov leg., yellow pan traps, flower bed at edge of mowed lawn, coastal urban area; Virginia Beach: Camp Pendleton Annex, between Regulus Road and Lovetts Marsh, 36.80476° N, - 75.96780° W, 13.ii.-19.iii.2008, AV Evans & ME Dougherty leg., pitfall traps, maritime swamp forest; Camp Pendleton Annex, between Regulus Road and coastal dunes, 19.iii.2008, AV Evans & ME Dougherty leg., under concrete block, coastal dunes; Camp Pendleton Annex, 19.iii.2008, AV Evans & ME Dougherty leg., colony under concrete block, coastal dunes (VMNH).
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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) | 0.002 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.172 | 0.117 |
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".