Bibliographic record
Abstract
Gyrophaena flavicornis Melsheimer CANADA. New Brunswick: Carleton Co., Hartland, Becaguimec Island (46.3106°N 67.5392°W), hardwood forest, on Pleurotus sp. on log, 16.IX.2006, R. Capozi & R. P. Webster (Photo 2008-82, 1 male, LFC); Jackson Falls, “Bell Forest Preserve” (46.2200°N 67.7230°W), hardwood forest, in Porodaedalea piceina on dead standing beech tree, 20.IX.2008, R. P. Webster (GYR-RW-1, 1 male, RWC; GYR-RW-2, 1 sex?, RWC); same locality except (46.2208°N 67.7211°W), rich Appalachian hardwood forest, in gilled fungi, 12.VII.2004, K. Bredin, J. Edsall & R. P. Webster (1 female, RWC); Belleville, Meduxnekeag Valley Nature Preserve (46.1907°N 67.6740°W), mixed forest, on fleshy (gilled) fungi, 07.IX.2004, R. P. Webster (1 sex?, LFC; 4 males, 2 females, 1 sex?, RWC); same locality data except in hardwood forest, on gilled mushroom, 14.IX.2005, R.P. Webster (1 male, RWC); same locality data except in hardwood forest, on small gilled fungi on side of log, 08.VIII.2006, R.P. Webster (1 male, LFC); same locality data except in mixed forest, on gilled mushroom, 23. VI.2006, R.P. Webster (1 male, LFC; 2 males, 1 sex?, RWC); same locality except (46.1919°N 67.6724°W), mixed forest, in fleshy (gilled) fungi, 21.VIII.2004, R. P. Webster (1 female, LFC); same locality data except 27.VIII.2004, D. Sabine & R.P. Webster (1 male, RWC); same locality except (46.1883°N 67.6745°W), hardwood forest, in gilled fungi, 09.VIII.2005, M. Giguère & R. P. Webster (1 male, RWC); same locality except (46.1957°N 67.6803°W), mixed forest, in gilled fungi, 01.VIII.2004, R. P. Webster (2 females, RWC), Photo 2008-83 (1 female, LFC); same locality data except on bracket fungi, 01.VIII.2004, R.P. Webster (2 females, RWC); Sunbury Co., Maugerville, Portobello Creek N.W.A. (45.9031°N 66.4268°W), oak and red maple forest, on gilled mushroom, 11.IX.2006, R. P. Webster (1 male, LFC); Acadia Research Forest, (46.0188°N 66.3765°W), Road 16 control, mature red spruce and red maple forest, in gilled mushroom, 18.VII.2007, R. P. Webster (1 male, 1 sex?, AFC); same locality except (45.9816°N 66.3374°W), Road 7 regenerating forest, 8.5-year-old regenerating mixed forest, in gilled mushroom on stump, 18. VI.2007, R. P. Webster (3 males, 2 sex? AFC); same locality except (45.9799°N 66.3394°W), Road 7 control, mature red spruce and red maple forest, in gilled mushroom, 18.VII.2007, R. P. Webster (1 male, AFC); same locality and habitat data except 17.VIII.2007, R.P. Webster (1 male, AFC); same locality and habitat data except 18.IX.2007 (1 male, AFC); York Co., Charters Settlement (45.8348°N 66.7335°W), mixed forest, in fleshy fungi, 4.VIII.2004, R. P. Webster (2 males, RWC).
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 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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.014 | 0.005 |
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".