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Record W4811979

Species Composition of Bird Communities in Shade Coffee Plantations in the Venezuelan Andes

2023· article· en· W4811979 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.

fundA Canadian funder is recorded on the work.
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

VenueDigital Commons - University of South Florida (University of South Florida) · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicSpecies Distribution and Climate Change
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaQueen's University
KeywordsGeographyHumanitiesForestryArt
DOInot available

Abstract

fetched live from OpenAlex

Resumen. – Avifauna de cafetales de sombra en los Andes de Venezuela. – Estudiamos la avifauna ylas caracteristicas del habitat de cafetales de sombra en los Andes venezolanos. Encontramos marcadasdiferencias en la composicion de especies entre las plantaciones de ambas vertientes de la Cordillera deMerida. Los cafetales de la vertiente occidental tuvieron una riqueza de especies mayor que aquellos de lavertiente oriental. La frecuencia con la cual las aves usaron el estrato del cafe vario notoriamente entre lossitios de estudio, lo cual puede reflejar las diferencias en la estructura del paisaje que rodea a los cafetales.Algunos arboles del dosel son elementos importantes del habitat tanto para las especies residentes comopara las migratorias invernales. Dos tercios de las especies registradas durante nuestro estudio fueronobservadas usando Erythrina poeppigiana , de las cuales cerca de la mitad fueron observadas explorando acti-vamente y probando flores abiertas. Los resultados de este estudio sugieren que los cafetales de sombra enVenezuela pueden ser un habitat favorable para especies residentes y migratorias invernales. La calidad delhabitat puede incrementarse por la presencia de especies de arboles tales como

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.296
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.042
GPT teacher head0.204
Teacher spread0.163 · 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