Hylaeus (Spatulariella) hyalinatus SMITH 1842
Bibliographic record
Abstract
Hylaeus (Spatulariella) hyalinatus SMITH 1842 Abb. 3, 3, Seite 75. Der erste Fund in der Nearktis stammt aus Kanada, südliches Ontario, Essex Co., W Harrow, 28.6.1993, 13, sowie vom Halton Gebiet, Oakville, Exemplare aus den Jahren 2004 und 2005, wurden aber erst 2005 gemeldet (BUCK et al. 2005: 48). Später gelangen am Gelände der Cornell University in Ithaca, New York, weitere Funde 10. Juni 1997, 13, 7. Juli ♀, die aber früher gemeldet wurden (ASCHER 2001) und weitere Funde an verschiedenen Orten im Bundesstaat New York (ASCHER 2006: 237). Die Art ist offenkundig weiter in Ausbreitung begriffen: Neuerdings aus der Region von Chicago (Lincoln Park, Cook County; Glenview und Waukegan in Lake County) und nach Süden aus Pennsylvania (Franklin County) (TONIETTO & ASCHER 2008). Hylaeus hyalinatus ist, wie alle Spatulariella -Arten, westpaläarktisch verbreitet: Von Spanien bis Griechenland, östlich bis zum Kaukasus. Der Verbreitungsschwerpunkt liegt im mittleren und nördlichen Bereich Europas; in den Alpen gesichert bis 1800m Höhe; nördlich bis 60 ° n.Br. in Schweden.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
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".