Geomètrids de la col. Lecció de Tomás Mira. Eupithecia graphata (Treitschke, 1828), espècie nova per a la fauna de Catalunya (lepidoptera Geometridae)
Bibliographic record
Abstract
Es presenta el resultat de l'estudi dels geometrids de la col. Leccio de lepidopters aplegada per Tomas Mira al llarg dels ultims 25 anys. En total s'han revista 2.1009 exemplars que pertanyen a 220 especies. El cataleg que s'inclou aporta informacio rellevant sobre la fauna de geoetrids del Bages, el Bergueda i el Solsones, comarques en que es va recollir la major part del material estudiat. En particular, la fauna del Bages se situa en 191 especies, nombre prou important per establir una primera comparacio amb la de la veina comarca de l'Aiona. Algunes troballes son significatives de del punt de vista biogeografic, i destaca Euphitecia graphata (Treischke, 1828) que se cita per primer cop de Catalunya.
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 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".