Bibliographic record
Abstract
New Brunswick Notes.--Lincoln'sSparrow (Melos•iza llncolnh) was observed near Fredericton, N. B., on August Io, I9oo, and a Cardinal Grosbeak (Cardlnalis cardinalis) at Scotch Lake on August 20, the second occurrence of this species here known to me.Three male Purple Finches (Car•odacus •url•ureus ) were observed at Scotch Lake on February 4, x9oI,' and seven Goldfinches (Aslra•alinus lrislis) at the same place on February I$.Our ordinary winter birds have been very scarce.H. Moo•, Scotch Lake, York Co., 2V.Birds observed during a Steamer Voyage from San Francisco to Victoria• British Columbia.--Se•temher8, •$9 $.Midday; within sight of the surf off Point Reyes, California; clear and calm.Several Western Gulls were near the steamer and a Black-footed Albatross followed in its wake.A small flock of shore birds, apparently Northern Phalaropes, passed by, flying northward instead of southward.North of Point Reyes, about ten miles offshore.A few Dark-bodied Shearwaters were skimming over the surface.A Pink-footed Shearwater, as it coursed about, came near the ship, and five Black-footed Albatrosses followed astern.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.007 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.514 | 0.216 |
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".