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Record W3200888180 · doi:10.5070/p537354732

Emerging policy opportunities for United States–Canada transboundary connectivity conservation

2021· article· en· W3200888180 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueParks Stewardship Forum · 2021
Typearticle
Languageen
FieldEnvironmental Science
TopicRangeland and Wildlife Management
Canadian institutionsLakes Environmental (Canada)Dalhousie University
Fundersnot available
KeywordsIndigenousMainstreamingPolitical scienceCorporate governanceSalientGovernment (linguistics)PoliticsPublic administrationEnvironmental resource managementEcologyBusinessEconomicsLaw

Abstract

fetched live from OpenAlex

In response to recent alignment of political leadership in Canada and the United States with respect to global nature conservation imperatives, a nascent and intentional dialogue has emerged on transboundary connectivity conservation between the two countries. In February and April 2021, two meetings were remotely convened, bringing together more than 160 participants from key government agencies, non-governmental organizations and Indigenous Nations engaged in conservation in both countries. Participants generated 25 concrete ideas for key next steps and 11 broad strategies that, when considered together, comprise 11 priority policy directions. Among these, four core policy imperatives include (1) prioritizing opportunities to coordinate within and among Indigenous communities, (2) creating formalized memorandums of understanding (MOUs) and funding commitments between the US and Canada, (3) mainstreaming connectivity into sectors and society, and (4) initiating systemwide changes in governance and economic structures. Together, these policy directions represent important strategies at this crucial inflection point. Only rarely are nations given historic policy alignment opportunities to redefine and reinvigorate their common conservation goals. Particularly salient is the drive to embrace transboundary connectivity conservation as a nature-based solution to climate change adaptation. We see this dialogue as a beginning in securing the peace that defines two countries and numerous Indigenous Nations that are inextricably linked by ecology and culture.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.278
Threshold uncertainty score0.830

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.025
GPT teacher head0.246
Teacher spread0.221 · 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