MétaCan
Menu
Back to cohort
Record W7068976634

bo41-2-web.pdf

2013· article· en· W7068976634 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Commons - University of South Florida (University of South Florida) · 2013
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicYeasts and Rust Fungi Studies
Canadian institutionsnot available
Fundersnot available
KeywordsProcess (computing)Identification (biology)Product (mathematics)
DOInot available

Abstract

fetched live from OpenAlex

The Connecticut River valley is a major migration corridor in Western Massachusetts.In and around the city of Springfield, there are several access points that provide good views and good birding all year long.Each season brings its specialties.Winter is the season for gulls-including Iceland and Glaucous gulls-diving ducks, and geese.Spring brings passerines, including most of the warblers that nest north of the area such as Hooded Warbler.Late summer is the prime time for shorebirds, and autumn is excellent for hawks.What follows is a description of some of the better spots for viewing the river between the Connecticut line and the Chicopee River, starting from the south on the western bank, traveling north, then crossing over to the eastern bank and heading south again.The birds move up and down the river, so if one spot is barren, try another.Regular ducks on the river include Ring-necked Duck, both scaup species, Common Goldeneye, and Common Merganser in winter, and Wood Duck, Mallard, and Hooded Merganser in summer and early fall.Rarities include Barrow's Goldeneye and several goose species.Check large flocks of Canada Geese for the occasional Cackling Goose, Pink-footed Goose, or Greater White-fronted Goose.Snow Geese are possible in late autumn.The wooded areas on the shore have many passerine species.Ospreys, Bald Eagles, and Peregrine Falcons nest along this stretch of the river and often hunt over it.Shorebirds use the sandbars and muddy banks, especially during late-summer migration.Swallows are plentiful during migration, and there are resident populations during the summer.Nighthawks follow the river valley south during migration in September. Riviera ApartmentsBegin at the Riviera Apartments in Agawam.From Main Street, turn onto River Road and take the first right onto Riviera Drive.Follow the street to the parking lot by the river.This point gives a good view of the river.Look for ducks, including Common Merganser, Common Goldeneye, Bufflehead, Mallard, and Hooded Merganser; check the flocks of Canada Geese for Pink-footed, Cackling, and Greater White-fronted geese.The shrubbery along the shore is good for warblers during migration.If any of the residents have feeders out, check these carefully. Agawam RiverwalkReturn to River Road and go north for about one mile to the parking area along the right side of the street just north of Michael's Pasta in the Pan and across from Channell Drive.This spot gives good views of Willy's Island and the Longmeadow sandbar.Bald Eagles sometimes nest on the island and you can often observe them

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.505
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.009
GPT teacher head0.168
Teacher spread0.159 · 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 teacher head, not a consensus.

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
Published2013
Admission routes1
Has abstractyes

Explore more

Same venueDigital Commons - University of South Florida (University of South Florida)Same topicYeasts and Rust Fungi StudiesFrench-language works237,207