Bibliographic record
Abstract
VI. Gyrophaena (Gyrophaena) fasciata species group (Seevers, 1951: 690) 9. Gyrophaena (Gyrophaena) involuta Casey Figs 9, 64–70; Map 6 Gyrophaena (Gyrophaena) involuta Casey, 1906: 294; Seevers 1951: 691; Moore and Legner 1975: 431; Campbell and Davies 1991: 106. Description. Body length 1.8–2.0 mm, subparallel; head brown to piceous; pronotum flavate; elytra brown to dark brown; abdomen rufo-flavate, apical part of abdomen some- Map 6. Collection localities in New Brunswick, Canada of Gyrophaena involuta times darker. Punctation: vertex of head with at least seven small umbilicate punctures on each side, pronotum with two weakly defined median rows of punctures, elytra finely and sparsely punctate. Microsculpture: reticulate throughout, often weakly so on elytra. Antennae as illustrated (Fig. 9). Pronotum 1.3 times as wide as long. MALE: tergite 8 with two narrowly elongate and rounded lateral teeth and two slightly smaller rounded median teeth (Fig. 66); sternite 8 broadly rounded apically (Fig. 67). Median lobe of aedeagus with broad and ventrally angular tubus, apex narrow and acute (Fig. 64), dorsal projection of internal sac short and irregular in shape (Fig. 64). Paramere as illustrated (Fig. 65). FEMALE. Tergite 8 truncate posteriorly (Fig. 69); sternite 8 broadly rounded and slightly emarginate medially (Fig. 70); spermatheca as illustrated (Fig. 68). Bionomics. Macrohabitat: hardwood forest, hardwood forest with hemlock, mature red spruce and red maple forest, and mature mixed forest. Microhabitat: in gilled mushrooms on forest floor, small gilled mushrooms on log, on Pleurotus sp. on log. Collecting period: August. Collecting method: sifting mushrooms and aspirating adults. Distribution (Map 6). CANADA: New Brunswick; UNITED STATES: Maine, Massachusetts, New York, and Wisconsin.
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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 | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.010 | 0.004 |
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".