Bibliographic record
Abstract
Acrotrichis (s.str.) aspera (Haldeman, 1848) — CANADA: Newfoundland, St. Pauls 10.VIII 1949 leg. C.H. Lindroth (1, ESNN); Québec, Hudson Heights 1–4.IX 1956 leg. Lindberg (11, CNC); Ontario, Mer Bleue 16–18.IX 1980 leg. M. Sörensson ‘‘ex grass compost’ ’ (29, MSUL); Manitoba, Winnipeg, Univ. of Manitoba Campus, Honeyhouse 8–15.VII 1991 leg. R.E. Roughley ‘‘ suction trap at Red River’ ’ (2, WUMB); Alberta, Sherwood park 1–6.VII 1989 leg. C. and A. v. Nidek (1, IVTA); British Columbia, 20 km NE Creston 15.VIII 1982 leg. M. Sörensson ‘‘ manure in mixed forest’ ’ (66, MSUL); U.S.A.: Massachusetts, Middlesex Co., Lincoln 27.VII 1982 leg. Newton and Thayer 1 male ‘‘ decaying grass pile’ ’ (MCZ); New Hampshire, Straf Co., 4 mi W. Durham 14–17.VI 1982 leg. R.M. Reeves (1, EDNH); Tennessee, Blount Co., 7 mi SE Tallassee 15.X 1985 leg. R. Baranowski 1 male ‘‘ sieving litter in mixed forest’ ’ (MSUL); New Mexico, Lincoln Co., Red Cloud Campground 6 mi. SW Corona 7,300 9 2.VI 1986 leg. M. Sörensson 2 males (MSUL); Arizona, Cochise Co., 3 mi SW Portal, Cave Creek Canyon, Chiricahua mts, 5,100 9 5.VI 1986 leg. M. Sörensson (10, MSUL); Oklahoma, Latimer Co., Red Oak 15.X 1976 leg. K. Stephan (5, CKS); Indiana, Porter Co., nr Suman 4.V 1951 leg. H.S. Dybas ‘‘ horse manure’ ’ (25, FMNH); Illinois, Cook Co., Homewood 4.X 1952 leg. H.S. Dybas 1 female ‘‘ decaying grass-pile’ ’ (FMNH); Utah, Logan Canyon 4.VI 1986 leg. G.F. Knowlton 1 female ‘‘ wet stream’ ’ (MSUL); Wyoming, Jackson Hole VII–VIII 1967 ‘‘ ex Agaricaceae’ ’ (1, CNC); Oregon, Umatilla Co., 25 km E. Ukiah, Frazier Camp 25.VIII 1982 leg. M. Sörensson ‘‘ manure on open dry ground’ ’ (22, MSUL); Washington, Okanogan Co., near Buzzard lake 1–3.VIII 1982 leg. M. Sörensson ‘‘ manure in Pinus forest’ ’ (5, MSUL);
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.021 | 0.010 |
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".