First sighting of long-billed dowitcher, Limnodromus scolopaceus, in the Balearic Islands
Bibliographic record
Abstract
First sighting of Long-billed dowitcher, Limnodromus scolopaceus, in the Balearic Islands. On the 9th October 2002 an immature Longbilled dowitcher was observed at a pool on the Es Ras section of Parc Natural de s'Albufera de Mallorca. It remained until 30 October 2002 and during this period it was seen and photographed by several observers. This is a vagrant species which breeds in the Siberian tundra region, in western and northern Alaska and the extreme north-west of Canada. Its appearance in Mallorca co-incided with 10 other sightings in Europe, scattered through Great Britain, Ireland, Norway, France, Belgium and Spain. This record is the first for the Balearics and is awaiting acceptance by the Spanish Rare Birds Committee, SEO.
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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 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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".