Bibliographic record
Abstract
he summer temperatures were close to normal in most of the Region, although a slight departure towards higher values was observed in Nunavik.Precipitation was also near normal, but some parts of Nunavik had 30% more rain.Despite these near-normal conditions, 300,000 hectares of forest were lost to fire, which is four times the average.This increase is apparently due to longer periods of drought followed by heavy thunderstorms accompanied by lightning.Half of the fires this summer were caused by lightning, which is now twice as frequent in summer in northern areas as in the past.The effect of these fires on nesting boreal species remains difficult to assess.Various reports from northern Quebec, especially from the Nunavik region, by biologists of the Canadian Wildlife Service (C.W.S.) and by others also contributed new insights into the Regional distribution of some species.WATERFOWL THROUGH IBIS A Wood Duck a few km n. of the Rupert R along James Bay Road in mid-Jun was notable (MMe), as were 2 Mallards between Eastmain and Radisson, also in mid-Jun (LC, SB).The finding of 2 male Northern Shovelers at Kangiqsujuaq, in n.Nunavik 21-28 Jun, was quite intriguing (D.McMullen, ph., fide MR), although the species nested at Puvirnituq, some 300 km to the sw., along the coast of Hudson Bay, in 2002.Five male Northern Pintails and a female in the Pingualuit N.P., 23 Jun and 28 Jul respectively, were n. of the species' expected breeding range (MR).Up to 3 male Redheads took up residence in the Magdalen Is, a first record there in summer (OB et al.).Rare inland, 3 male Common Eiders on L. gantic 13 Jun were quite puzzling (C.Roy).A male Harlequin Duck on the Toulnustouc R., ne. of Baie-Comeau (MR, C. Marcotte), and two pairs, each on a different river sw. of Kangiqsujuaq (MR), contributed to our knowledge of the distribution of this species.Red-necked Grebe is doing well in the Abitibi region, where 12 pairs produced 17 young on four different lakes near Rouyn-Noranda (LI).One made an untimely appearance at Tadoussac 29 Jun (MMo, RP).Northern Fulmars were widespread along the lower n.shore, with a maximum count of 500+ made from the Rimouski-Blanc-Sablon ferry in mid-Jun (ES et al.).A Manx Shearwater wandered w. to Bergeronnes 18 Jul (RP, MMo).An extraordinary influx of American White Pelicans included one at B•cancour 1 Jun (D. Poliquin), one at Saint-l•tienne-de-Beauharnois 2-3
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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 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.613 | 0.195 |
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".