Pseudohydryphantes parvulus K. Viets 1907
Bibliographic record
Abstract
Pseudohydryphantes parvulus K. Viets, 1907 Material examined. Portugal, Viana do Castelo, Ponte da Barca, Ponte da Barca river beach, 41.8101°N, 8.4144°W, 17 m asl., 19 Aug. 2024, leg. Ferreira, Girão & da Silva, 2♂ (1♂ DNA barcoded; BBIOP3474-24), 1♂ dissected and slide mounted (voucher Id: BGE _00580_E06; RMNH). Remarks: The examined specimens in our study match the description of Pseudohydryphantes parvulus K. Viets, 1907 following Di Sabatino et al. (2010). The sequenced specimens from Portugal form a unique BIN (BOLD: AGP6238), with the nearest neighbouring BIN being BOLD:ACX3676 (p -distance 13.71%), which includes three private sequences of one non-identified Hydryphantes sp. from Canada, available in BOLD. This is the first DNA barcodes for this genus. Distribution. Europe. New for Portugal.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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".