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Record W3198701946 · doi:10.7202/1080620ar

Revue des applications et de l’utilité des drones en conservation de la faune

2021· article· fr· W3198701946 on OpenAlex
Patrick Charbonneau, Jérôme Lemaître

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.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueLe Naturaliste canadien · 2021
Typearticle
Languagefr
FieldEnvironmental Science
TopicSpecies Distribution and Climate Change
Canadian institutionsMinistère des Ressources naturelles et des Forêts
Fundersnot available
KeywordsHumanitiesGeographyArt

Abstract

fetched live from OpenAlex

Les drones deviennent de plus en plus accessibles et performants. La présente synthèse passe en revue la littérature scientifique récente traitant de l’utilisation des drones pour étudier la faune. Nous avons classé 250 références selon 4 applications : inventaires fauniques, réponse comportementale de la faune face aux drones, éthologie et protection de la faune. Notre revue indique que les drones offrent un fort potentiel pour inventorier la faune, en particulier les oiseaux et les mammifères, et que des développements sont en cours pour la faune aquatique, l’herpétofaune et l’entomofaune. Nous exposons aussi les principaux effets des drones sur la faune et, à la lumière des informations obtenues, nous émettons des recommandations préliminaires pour limiter le dérangement de celle-ci. Les avantages des drones sont multiples, et le développement rapide de la technologie laisse croire que plusieurs limites actuelles seront écartées prochainement. Enfin, nous exposons quelques éléments de la réglementation canadienne sur l’usage des drones. En conclusion, les drones pourraient jouer un rôle prépondérant à moyen terme en conservation de la biodiversité.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.711
Threshold uncertainty score1.000

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0080.000

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 head0.024
GPT teacher head0.280
Teacher spread0.256 · 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