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Record W2921078647

WINTER DISTRIBUTION OF SANDHILL CRANES FROM UPPER MICHIGAN ANDADJACENT ONTARIO—A THIRTY-YEAR PERSPECTIVE

2018· article· en· W2921078647 on OpenAlexaboutno aff
Richard P. Urbanek

Bibliographic record

VenueLincoln (University of Nebraska) · 2018
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicMarine and environmental studies
Canadian institutionsnot available
Fundersnot available
KeywordsSandhillPerspective (graphical)Distribution (mathematics)GeographyDemographySociologyPopulationComputer scienceMathematicsArtificial intelligence
DOInot available

Abstract

fetched live from OpenAlex

The relationship between areas used for breeding and wintering by the expanding Eastern Population of greater sandhill cranes (Grus canadensis tabida) has been little studied. During 1985-1988, 32/33 (97%) of sandhill cranes VHFradiotagged on Seney National Wildlife Refuge (NWR) in the Upper Peninsula of Michigan were subsequently located on wintering areas in wet prairies, muck farms, and improved pastures in Florida and southern Georgia. Four additional radiotagged cranes from other areas of Upper Michigan and 7 from the North Channel of Lake Huron, Ontario, were also located in similar areas and habitats. Winter area was not dependent on summer location, but there was a tendency for cranes from the eastern portion of Seney NWR to winter near Blue Cypress Lake in south-central Florida. With few exceptions, individual cranes remained on their respective primary winter areas through January until late February when spring migration began. Fidelity to wintering areas from year to year was 85%. Winter distribution of cranes from Upper Michigan and adjacent Ontario was similar to the widespread but clumped distribution exhibited by the entire Great Lakes population. Comparable recent data (2010-2018) from other studies demonstrated expansion of winter distribution of Upper Michigan and Ontario cranes along the migration route from Indiana to Florida, similar to the Eastern Population of greater sandhill cranes in general. More limited wetland habitat north of Florida often resulted in larger flocks dependent on roost sites on public land rather than the more dispersed distribution in the historical winter areas in Florida. Although the Eastern Population of sandhill cranes has increased from 30,000 to possibly 90,000 or more individuals during the past 30 years, little recent research on wintering has occurred, especially within the changing landscape of Florida. Further documentation of crane numbers, areas used, and current roosting and feeding habitat is needed.

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)0.000
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.137
Threshold uncertainty score0.277

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.007
GPT teacher head0.162
Teacher spread0.155 · 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
Published2018
Admission routes1
Has abstractyes

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