Bibliographic record
Abstract
A Loggerhead Shrike, very rare in the s.interior, was at Separation L. near Princeton 20-29 Mar OK, MS).Richmond's wintering Blue Jay, present since Nov, remained to 12 Mar (TP et al.).The Western Scrub-Jay, present in Ladher since Oct, remained to 31 Mar (DK et al.).An Eastern Yellow Wagtail (Motacilla tschutschensis, now split from the Yellow Wagtail of w. and cen.Eurasia) was reportedly seen with pipits at the Long Beach Airport 23 Apr (AP); if substantiated, this would be the first spring record and the 6th for the province.With the recent A.O.U.split within the Yellow Wagtail complex (and potentially more to come), observers are encouraged to write exhaustive documentation on all wagtails in the Region.A singing male Northern Parula, the province's 5th, was along the Grant Narrows Dyke in Pitt Meadows 24 May (?RTo, CI, BI), the 3rd record in as many years.An SY Northern Waterthrush was banded at the Alasken Wildlife Refuge, Ladnet 27 Mar (LM); unless this bird was overwintering, as an individual did nearby in winter 2002-2003, it was over two weeks early as a spring migrant.A male Yellow-breasted Chat was along the Grant Narrows Dyke Trail in Pitt Meadows 29 May (KR), one of few lower mainland sites where this species has bred in the past.A Cassin's Vireo was record early in Salmon Arm 2 Apr (THil).An American Tree Sparrow was very late at Colony Farm 24 Apr (AR et al.).The wintering Chipping Sparrow in Cloverdale remained through 2 Mar (IR et al.).A Black-throated Sparrow was briefly seen in Kelowna 21 May only (GW), for a potential 4th Okanagan record.
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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 | 0.002 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.676 | 0.455 |
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".