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Record W3091263889 · doi:10.5070/p536349857

Habitat connectivity and island biogeography: A call for community-engaged scholarship to address isolated parks and protected areas

2020· article· en· W3091263889 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueParks Stewardship Forum · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicPacific and Southeast Asian Studies
Canadian institutionsnot available
Fundersnot available
KeywordsOutreachScholarshipStakeholderWrightNational parkEnvironmental resource managementSocial capitalScale (ratio)GeographyEnvironmental planningPolitical scienceSociologyPublic relationsSocial scienceEngineering

Abstract

fetched live from OpenAlex

Using the theory of island biogeography as a framework, we seek to determine the potential impact of the lack of connectivity between parks and protected areas on large-scale conservation efforts. We analyze lessons learned from the current Yellowstone to Yukon (Y2Y) initiative and develop recommendations to improve connectivity while incorporating the motivations, needs, and emotions of stakeholder groups. We strongly encourage ecologists, geographers, biologists, and other academics and activists to partake wholly and enthusiastically in community-engaged scholarship through outreach, capacity building, and social capital building through the proven frameworks of consensus-based and structured decisionmaking. Further, we argue that large-scale conservation initiatives may greatly benefit from an approach focused on small, more tangible actions when working toward a larger goal. As human populations and urban–wildland interfaces continue to grow rapidly, former models of park and protected area development become increasingly ineffective. We must adopt new strategies, such as those listed here, in order to increase landscape connectivity and provide effective conservation for all species. [This is a paper from “Systemic Threats to Parks & Protected Areas,” the 2020 George Wright Society Student Summit.]

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.

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)0.003
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.335
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0050.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.047
GPT teacher head0.300
Teacher spread0.253 · 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