Bibliographic record
Abstract
Key to the North American “ Cyrtusa ” and “ Leiodes ” genus-groups and their genera in the continental United States and Canada 1. Mesosternum vertical between mesocoxae; the “ Cyrtusa genus group” ..................................... 2 – Mesosternum oblique between mesocoxae; the “ Leiodes genus group” ...................................... 7 2(1). Antenna with 11 antennomeres, with interrupted 5-antennomere club, antennomere 8 narrow and disk-shaped .......................................................................................................................... 3 – Antenna with 10 antennomeres, with compact 3- or 4-antennomere club ................................. 5 3(2). Mesosternum with a median carina; each mandible with a single median tooth........................ ...................................................................................................................... Anogdus LeConte – Mesosternum not carinate; left mandible may have a small tooth, right mandible edentate... 4 4(3). Underside of head without antennal grooves; anterior margin of clypeus straight or evenly curved; both mandibles lack prominent teeth; male mesotibia with process on inner apical margin ........................................................................................................ Liocyrtusa Daffner – Underside of head usually with antennal grooves; anterior margin of clypeus clearly sinuous; left mandible in anterior third usually with one or two small teeth; male mesotibia without process on inner apical margin .................................................................... Lionothus Brown 5(2). Tibiae narrow; metatibia with spines on ventral side but not on outer margin; right mandible in anterior third with blunt tooth, left mandible edentate ........................ Cyrtusa Erichson – Tibiae widened, shovel-like; outer margin of metatibia strongly spined; left mandible with large tooth at basal third, right mandible edentate........................................................................... 6 6(5). Antennal club with 4 antennomeres ............................................................. Zeadolopus Broun – Antennal club with 3 antennomeres ................................................................. Isoplastus Horn 7(1). Mesosternum with a median longitudinal carina ........................................... Leiodes Latreille – Mesosternum unmodified, not carinate ............................................ Ecarinosphaerula Hatch
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.049 | 0.015 |
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; both teacher heads agree on what is shown here.
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".