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Record W6994189925

bo37-1-web.pdf

2009· article· en· W6994189925 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Commons - University of South Florida (University of South Florida) · 2009
Typearticle
Languageen
FieldEnvironmental Science
TopicAvian ecology and behavior
Canadian institutionsnot available
Fundersnot available
KeywordsProcess (computing)Identification (biology)Product (mathematics)
DOInot available

Abstract

fetched live from OpenAlex

Banding Northern Saw-whet Owls in MassachusettsEach fall, as cold weather brings snow cover to northern regions, numbers of Saw-whet owls move south in search of food and cover for the winter.These owls typically do not relocate in the same wintering and breeding areas each year as "true" migrant species do.For many purposes, however, their overall pattern of movement, southward in fall and northward in spring, is called migration.Until about twenty years ago, Northern Saw-whet Owls were thought to follow only one or two major migration routes.During the 1990s, however, the expanding network of Saw-whet banding stations across the U.S. and Canada began to document the broad seasonal movements of this species (Gentes 2002).The presence of these small, secretive raptors in Massachusetts was something of a mystery until 1994 and the start of Danielle Smith's Saw-whet banding project at Daniel Webster Wildlife Sanctuary in Marshfield (Smith 2002).In fall 2003 the owlbanding station opened at Lookout Rock in Northbridge (Clayton 2004) and joined other stations already monitoring Saw-whets in the state.Since then, in cooperation with the owl-banding network, the Lookout Rock team has learned a great deal about Saw-whets and their migration: where they come from, weather conditions that affect their flight, and some of the places they visit.Last spring, we combined the Lookout Rock data with that of other Massachusetts owl-banding stations to get a better understanding of Saw-whet migration in the state.From west to east, the six stations are Hopkins Memorial Forest (Williamstown), South Hadley, Lookout Rock (Northbridge), Drumlin Farm Wildlife Sanctuary (Lincoln), Blue Hills Reservation (Milton/Quincy), and Daniel Webster Wildlife Sanctuary (Marshfield). How Many Saw-whets Are Banded Each Year?The number of Northern Saw-whet Owls netted at banding stations varies from site to site and from year to year.Some of the fluctuation appears to be cyclical.Across eastern North America, there has been a large increase in the number banded every fourth year since 1995 (U.S. Bird Banding Laboratory).In 2006 there was a major decrease in the East -only 416 Saw-whets were netted in Massachusetts (Figure 1).In 2007, however, the six banding stations netted a combined total of over 1100 Saw-whet Owls!An interesting exception to this pattern, Hopkins Memorial Forest in the northwest corner of the state, did not experience a drop in 2006, nor did it have a Northern Saw-whet Owl.Photograph courtesy of U. S. Fish & Wildlife Service. AO = Attacks own species; AL = Attacks larger species; AS = Attacks smaller species; ABL = Attacked by larger species; ABS = Attacked by smaller speciesBirds are also in a hurry when feeding at bird feeders.The longer they are feeding on open ground or at platform or hanging feeders, the longer they are vulnerable to predation.Anyone who regularly feeds birds in winter is aware that feeders concentrate birds and attract accipiters and even shrikes.Hence, acquiring food in a hurry and thus reducing the probability of predation may make the energetic costs associated with aggression worthwhile.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.890
Threshold uncertainty score0.157

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0010.000
Scholarly communication0.0040.003
Open science0.0020.003
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.8900.883

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 head0.012
GPT teacher head0.175
Teacher spread0.163 · 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.

Study designNot applicable
Domainnot available
GenreOther

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
Published2009
Admission routes1
Has abstractyes

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