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Plant functional trait change across a warming tundra biome
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
Opus teacher head0.065
GPT teacher head0.280
- Teacher spread
- 0.215 · how far apart the two teachers sit on this one work
- Validation status
score_only:v0-immature-baseline· verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it
Abstract
No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
The record
- Venue
- Nature
- Topic
- Climate change and permafrost
- Field
- Earth and Planetary Sciences
- Canadian institutions
- Algoma UniversitySimon Fraser UniversityMemorial University of NewfoundlandUniversity of WaterlooUniversité LavalUniversity of SaskatchewanUniversity of VictoriaSaint Mary's UniversityUniversité du Québec à Trois-RivièresQueen's UniversityCenter for Northern StudiesUniversité de SherbrookeUniversity of British Columbia
- Funders
- Fondo para la Investigación Científica y TecnológicaBiological and Environmental ResearchDivision of Environmental BiologyU.S. Fish and Wildlife ServiceRussian Science FoundationInstitut National Du CancerHáskóli ÍslandsDeutsches Zentrum für integrative Biodiversitätsforschung Halle-Jena-LeipzigNatural Sciences and Engineering Research Council of CanadaConsejo Nacional de Investigaciones Científicas y TécnicasCarl Tryggers Stiftelse för Vetenskaplig ForskningNatural Environment Research CouncilNorges ForskningsrådOffice of ScienceAcademy of FinlandNational Aeronautics and Space AdministrationDanmarks GrundforskningsfondSight Research UKDeutsche ForschungsgemeinschaftNational Research FoundationVetenskapsrådetArcticNetU.S. Department of EnergyEuropean CommissionUniversity of Wisconsin-Eau ClaireUniversität ZürichSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungVillum FondenDanmarks Frie ForskningsfondNational Science Foundation
- Keywords
- TundraBiomeTraitClimate changeEnvironmental scienceEcologyBiologyEcosystemComputer science
- Has abstract in OpenAlex
- no