Bibliographic record
Abstract
Chartier (1994) and Jehl (2004) brought most bird sighting records current to that time in regards to Churchill, Manitoba.1,2 In addition to what has been published and summarized by them, I would like to add the following observations from my own notebooks for 1983, 1989, 1990 and 1991.Harlequin Duck -one male was observed on 26 June and 1 July 1983 off Cape Merry (J.M. Richards and B. Kern).Common Goldeneye -a nest with eight eggs was seen by Richards et al. on 4 July 1983.The occupied nest (female incubating) was in a chimney at the Churchill Northern Studies Centre in the Akudlik area.This established the first nest record for Churchill (J.M. Richards and B. Kern).Band-tailed Pigeon -the first record for Manitoba and for Churchill was from 29 June through 14 July 1981 by L. Augustowitch et al (Jehl 2004).The second sighting for Manitoba occurred 15-27 April 1982 at Riding Mountain National Park by J. Crozier et al and the third for Manitoba and second for Churchill was on 2 July 1983 near Akudlik Marsh by R. Knapton and J.M. Richards.Pectoral Sandpiper -a nest with four eggs was found on 1 July 1983 at Churchill at M 5.3 along Launch Rd.This represented the first nest record for Churchill and Manitoba, as noted by J.M. Richards, B. Kern and G. Trafford.3Ruff -an adult was seen at Akudlik Marsh on 22 June 1991 (J.M. Richards).Long-tailed Jaeger -an adult was at Cape Merry on 27 June and 1 July 1983 (J.M. Richards and B. Kern).
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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 | 0.002 | 0.003 |
| Science and technology studies | 0.009 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.018 | 0.002 |
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".