Bibliographic record
Abstract
Ocyusa asperula Casey, 1894 Fig 16, Map 16 New Records. CANADA, New Brunswick, Charlotte Co., 3 km SW of King Brook Lake, 45.3194°N, 67.4414°W, 27.V.2007 (1 sex undetermined, RWC); 3.0 km NW of Pomeroy Ridge, 45.3059°N, 67.4343°W, 5.VI.2008 (1 sex undetermined, RWC). Northumberland Co. Goodfellow Brook PNA, 46.8943°N, 65.3796°W, 23.V.2007 (1 sex undetermined, NBM). York Co. New Maryland, off Hwy 2, E of Baker Map Į6. Collection localities in New Brunswick, Canada of Ocyusa asperula. Brook, 45.8760°N, 66.6252°W, 6.IV.2005 (1 ♁, RWC); near Mazerolle Settlement, 45.8987°N, 66.7903°W, 9.IV.2006, (6 ♁, 3 ♀, LFC, RWC, NBM); 9.2 km W of Tracy off Rt. 645, 45.6837°N, 66.8809°W, 22.V.2008 (1 ♀, RWC). Bionomic Notes. Most adults of O. asperula were found in grass litter and mosses (usually sphagnum) near small pools in eastern white cedar swamps, red maple (Acer rubrum L.) swamps with eastern white cedar, and in alder swamps. Adults were collected in April, May and June. Collection method: sifting. Distribution in Canada and Alaska. NB (first Canadian record) (Th is species was described from Rhode Island by Casey, 1894 [often cited as 1893]).
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.024 | 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".