Bibliographic record
Abstract
coln's Sparrow singing near Nome 26 Jun (WP, PJB) was well w. of known breeding sites on the Seward Pen.Two juv.Goldencrowned Sparrows were discovered at 690 m elevation in the Mr. Roberts alpine zone above downtown Juneau 24 Jun (GVV).Their presence at this date provided good evidence of local nesting farther s. and on the w.slope of the Coast Range than had been previously documented.Goldencrowneds are known to breed up to nearly 1200 m, mainly on the dry e. slopes and higher plateaus of the e. side of the Coast Range.A rare summer visit to King I. produced at least four pairs of territorial and probably nesting McKay's Buntings 14-21 Jul (KN,fide GVV) well n. of known nesting areas in the Bering Sea: breeding McKay's are established only at St. Mathew and Hall Is., with infrequent nests located on St. Lawrence I. Ephemeral nesting attempts, often with Snow Bunting mates, are occasional in the Pribflofs.Still casual for the Region in summer was a female Black-headed Grosbeak at a Juneau feeder 18-24 Jun (ph.PS, RJG); since the early 1990s, there has been a pattern of apparent overshoots reaching into the Region only in the s.half of Southeast in Jun; vagrants are also detected in early fall.Nice documentation was received of another imm.male Yellow-headed Blackbird from Anchorage's Potter Marsh 26 Jul (ph.PE), which was relocated sporadically through about 10 Aug (fide SS); this furnishes Upper Cook Inlet's 3rd record.A pair of Brownheaded Cowbirds cavorted around the small pastures in Gustavus most of the summer (ND et al.).Although cowbirds occur periodically in late spring, usually on the Southeast Mainland, they are rare this far n.and are typically singles, usually males.Graycrowned Rosy-Finches (littoralis) are rarely detected in the remote alpine terrain of Southeast, so an ad.above Juneau 31 Jul (ph.RA) and 3 juvs.at Ketchikan 26 Jun (AWP, SCH) were excellent finds and confirmation of local nestings.Because of difficulties in accessing many sites, the Southeast range of littoralis remains poorly delineated.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.619 | 0.304 |
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".