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Record W7056925200

Great Plains Research, Volume 22, Number 1, Spring 2012 (complete issue)

2012· article· en· W7056925200 on OpenAlexaboutno aff

Bibliographic record

VenueLincoln (University of Nebraska) · 2012
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsSpring (device)BlackwaterWildlife refugeGeologistDredgingState (computer science)George (robot)
DOInot available

Abstract

fetched live from OpenAlex

Identity, Integration, and Assimilation Recorded in Manitoba's Polish and Ukrainian Cemeteries • Lukasz Albanski and John C. Lehr Mapping Burned Areas in the Flint Hills of Kansas and Oklahoma, 2000-2010 • Rhett L. Mohler and Douglas G. Goodin Parochlus kiefferi (Garrett, 1925) in Nebraska (Diptera: Chironomidae) • Barbara Hayford Adaptation of Annual Forage Legumes in the Southern Great Plains • John A. Guretzky, Twain J. Butler, and Jim P. Muir A Conceptual Model to Facilitate Amphibian Conservation in the Northern Great Plains • David M. Mushet, Ned H. Euliss, Jr., and Craig A. Stockwell Channel Width and Least Tern and Piping Plover Nesting Incidence on the Lower Platte River, Nebraska • Joel G. Jorgensen, Mary Bomberger Brown, and Andrew J. Tyre . 59 Wetland Hydrodynamics and Long-Term Use of Spring Migration Areas by Lesser Scaup in Eastern South Dakota • Sharon N. Kahara and Steven R. Chipps Reproduction and Population Characteristics of White-Tailed Jackrabbits in South Dakota • Charles Dieter and Dustin Schaible BOOK REVIEWS Podruchny, Carolyn, and Laura Peers, eds. • Gathering Places: Aboriginal and Fur Trade Histories •Reviewed by Frank D. Lewis Cahill, Cathleen D. • Federal Fathers and Mothers: A Social History of the United States Indian Service, 1869-1933 • Reviewed by Stephen J. Rockwell Langford, Tom •Alberta's Day Care Controversy: From 1908 to 2009-and Beyond • Reviewed by Gordon Cleveland Swyripa, Frances • Storied Landscapes: Ethno-Religious Identity and the Canadian Prairies • Reviewed by Hans Werner Barbour, Dale • Winnipeg Beach: Leisure and Courtship in a Resort Town, 1900-1967 • Reviewed by Pauline Greenhill Johnson, Thomas H., and Helen S. Johnson • Two Toms: Lessons from a Shoshone Doctor • Reviewed by Christopher Loether Wood, W. Raymond • A White-Bearded Plainsman: The Memoirs of Archaeologist W. Raymond Wood • Reviewed by Peter Bleed Miller, Bruce Granville • Oral History on Trial: Recognizing Aboriginal Narratives in the Courts • Reviewed by Drew Mildon Ariens, Michael; Foreword by Gordon Morris Bakken • Lone Star Law: A Legal History of Texas• Reviewed by David Anderson . Larson, Jon A, Timothy E. Fulbright, Leonard A Brennan, Fidel Hernandez, and Fred C. Bryant • Texas Bobwhites: A Guide to Their Foods and Habitat Management • Reviewed by Markus J. Peterson Naugle, David E., ed.; Foreword by Mark S. Boyce • Energy Development and Wildlife Conservation in Western North America • Reviewed by Cameron L. Aldridge Emerich, Monica M. • The Gospel of Sustainability: Media, Market, and LOHAS • Reviewed by Toby A Ten Eyck . NEWS AND NOTES

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 categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.567
Threshold uncertainty score0.809

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0010.000
Scholarly communication0.0030.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.4330.203

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 head0.042
GPT teacher head0.286
Teacher spread0.244 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

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
Published2012
Admission routes1
Has abstractyes

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Same venueLincoln (University of Nebraska)Same topicMagnetic confinement fusion researchFrench-language works237,207