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Record W7017791310

Bird Sightings: May-june 1999 Summary

2023· article· en· W7017791310 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Commons - University of South Florida (University of South Florida) · 2023
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMachine Learning in Bioinformatics
Canadian institutionsnot available
Fundersnot available
KeywordsNatural (archaeology)Selection (genetic algorithm)Identification (biology)Population
DOInot available

Abstract

fetched live from OpenAlex

May 1999 was dry with normal temperatures, averaging 58.2° in Boston.It was a good month weatherwise for birders, with comfortable temperatures and very little wind.In Boston, the high for the month was 87° on May 31, which was the first 80° reading of the year, well later than the average date of May 6. Coastal sea breezes kept the temperature down along the coast and warmest temperatures were mainly recorded inland.Rainfall totaled 2.70 inches, with measurable amounts falling on just nine days.There were increased grass and forest fire alerts, since May was the third dry month in a row.There was little wind recorded; in fact, this was the month with the lowest average wind recorded for Boston since 1973.During the first nine days of the month, the light winds were unfortunately from the east or northeast, with fog recorded on May 3-9.Those favorable winds for birders, southwest, were noted on May 14, 25, 26, and 30.Other days with a southerly flow were noted on May 16, 17, 23, 24, 28, and 31.June was a wonderful month for those seeking tans, with over 62 percent of possible sunshine recorded.June, however, was also very hot and extremely dry.The temperature averaged 71° in Boston, 3.3° above normal, and this was the seventh hottest June in 129 years of record.The high reached 97° on June 7, and many communities west of Boston exceeded 100°.Temperatures over 80° were recorded on more than 16 days in the month in Boston.Rainfall was just a trace, a new record low for June and equaling March 1915 as the two driest months in 129 years of records.R. H. S. LOONS THROUGH WOODPECKERSOne hundred and eighty Red-throated Loons were still lingering off Tuckernuck in mid-May, and a late Pacific Loon was identified off Cape Ann.A pair of Pied-billed Grebes, present in Westminster for the entire month of May, may have nested locally, an event that is becoming increasingly rare in Massachusetts.A Western Grebe was photographed off Magnolia in mid-May.Most state records of this rare visitor occur in winter.Cory's Shearwaters typically arrive in the warmer waters south of the Cape and Islands in late June and early July following the completion of their breeding season in the eastern Atlantic.One hundred Cory's arrived on schedule south of Martha's Vineyard, where roughly 50 Leach's Storm-Petrels were also seen.The petrels were over 100 miles from the nearest known nesting colony at Penikese Island in the Elizabeth Islands (moreover, this colony contains only a few pairs, not nearly enough to account for this total), and roughly 200 miles from the nearest nesting Islands in the Gulf of Maine where hundreds breed.While petrels often forage far from their colonies, the birds off Martha's BIRD OBSERVER 267 Sightings for May/June 1999 Sightings for May/

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.049
Threshold uncertainty score0.162

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0490.028

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.

Opus teacher head0.011
GPT teacher head0.194
Teacher spread0.183 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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