Bibliographic record
Abstract
he spring of 2004 was cooler than normal for most of the Region except the extreme southern part.In addition, the Region experienced a wetter-than-normal spring, except the extreme southern part that was lavored by the weather once again.In contrast with spring 2003, the migration was beyond doubt more exdting and brightened up by several [allouts and a substantial number o[ rarities, particularly in May.LOONS THROUG.H NIGHTJARS A first-winter Red-throated Loon at Saint-Jeansur-Richelieu 4 Mar was most probably a very early migrant (PB).A count of 2600 at Rivi•re-Ouelle 22 May was the highest ever for this locality (CG, C. Auchu).A Pacific Loon in alternate plumage seen in flight from the Rivi•re-du-Loup/Saint-Sim•on ferry 29 May was well described (CG).Although a flying Arctic Loon could not be technically elhninated in this case, this last species has never been reported in the Region.The only inland Great Cormorant was found at L. Magog 30 Mar (G.Gilbert, L. Simard).Single Great Egrets at Saint-Fulgence 6 May (CC, GS et al.) and Sept-Iles 22-29 May (JE Laporte et al.) were far off their s.Quebec breeding range.A Tricolored Heron graced Havre-aux-Basques 10 May (E Poirier, A. Richard).Six single Glossy Ibis were detected between the Outaouais R. and the Lower St. Lawrence.One of the most exciting finds of the period was a Pink-looted Goose discovered at Plaisance 17 Apr 0D), seen and photographed by many through 28 Apr.Two Ross's Geese at Sainte-Helene-de-Mancebourg 5 May represented the 2nd record for the Abitibi region (R. Deschenes).Single Barnacle Geese visited Baie-du-Febvre 29 Apr (E & R. Dion) and Trois-Pistoles 14 May (LD-S,JM).Single Mute Swans appeared at Granby 28-31 May (M.Maheu, MB) and at Bertbier 29 May (R. Pich•, N. & R. Veillette).Seven Tundra Swans were scattered throughout the Region (fide PB).Following last summet•s numerous reports, another apparent Canada Goose x Chinese Goose hybrid wa• seen at Saint-Blaise 19 Mar (LD-S).A subad.male Harlequin Duck at LaSalle 13-31 May was surprisingly late for the Montreal area 0C-Sorel, m.ob.), while one at Destot 7 May provided the first spring record for ANtiN (SG).An impressive 17 Golden Eagles at Godmanchester 11 Mar represented a new one-day high count for this locale (PB).Sandhill Cranes were widely reported.Notable sightings included a group of 7 birds flying over Montreal 29 Apr (M.Larouche) and 2 individuals at •tang des Caps, Magdalen Is. 11-19 Apr (DGG, CA.Gaudet, C. & S Roy).There was a notable grounding of shorebirds in May, although it was not as extensive as the fallout of landbirds.For instance, Semipalmated Plovers amounted to 650 at Saint-Vallier 27 May 0L) and 250 at Saint-Fulgence 30 May (CC, GS) A banded Piping Plover was totally unexpected at the Aylmer marina 13 May 0D).There are few records of this spedes for s.Quebec.Port-Cartier hosted a rare American Avocet 18 Quebec ß .•Inuk]uak Hudson
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 | 0.000 | 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 | 0.003 | 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) | 0.585 | 0.179 |
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".