Sphecodes davisii Robertson 1897
Bibliographic record
Abstract
Sphecodes davisii Robertson 1897 (mandibularis group) Holotype. ♂ USA, Michigan (?) (Michigan Agricultural College), 17 Apr. 1886 (INHS 179717) = Sphecodes persimilis Lovell & Cockerell 1907 County records: Alger, Antrim, Calhoun, Ingham, Kent, Leelanau, Livingston, Oakland, Ottawa, Tuscola, Van Buren. Notes. This is a common and widespread species, originally described from a single male specimen. It is considered a senior synonym of S. persimilis, which was described from the female. Mitchell (1960) pointed out the possible synonymy and Abrams & Eickwort (1980) considered this probable. Mike Arduser and JSA have each applied this synonymy, but its establishment was relatively obscure since it was not done as part of a published revision but rather has appeared online and implicitly in faunal checklists (Arduser 2010; Ascher et al. 2014; Goldstein & Ascher 2016). Sphecodes davisii is a cleptoparasite of Agapostemon virescens (Fabricius) and A. sericeus (Förster) (Abrams & Eickwort 1980).
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 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 | 0.006 | 0.155 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.007 | 0.000 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.005 | 0.003 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.029 | 0.009 |
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".