Evidence map›Paper›PMID 34640710›Full record

ArticleSensors (Basel, Switzerland)2021

Classifying Goliath Grouper (

Lauran R Brewster, Ali K Ibrahim, Breanna C DeGroot, Thomas J Ostendorf, Hanqi Zhuang, Laurent M Chérubin, Matthew J Ajemian

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Lauran R BrewsterHarbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL 34946, USA.ORCID 0000-0002-9798-4370
Ali K IbrahimHarbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL 34946, USA.
Breanna C DeGrootHarbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL 34946, USA.
Thomas J OstendorfHarbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL 34946, USA.
Hanqi ZhuangDepartment of Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431, USA.ORCID 0000-0002-6739-111X
Laurent M ChérubinHarbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL 34946, USA.ORCID 0000-0001-9475-2593
Matthew J AjemianHarbor Branch Oceanographic Institute, Florida Atlantic University, Fort Pierce, FL 34946, USA.

Funding

Defense Advanced Research Projects Agency HR0011-19-2-0002
6 · The paper itself

Abstract

Inertial measurement unit sensors (IMU; i.e., accelerometer, gyroscope and magnetometer combinations) are frequently fitted to animals to better understand their activity patterns and energy expenditure. Capable of recording hundreds of data points a second, these sensors can quickly produce large datasets that require methods to automate behavioral classification. Here, we describe behaviors derived from a custom-built multi-sensor bio-logging tag attached to Atlantic Goliath grouper (

Indexed as

BassAnimalsEcosystemHumansMachine LearningNeural Networks, ComputerSupport Vector Machineaccelerometerbio-loggingclassificationdeep-learninggyroscopemagnetometerrandom forestsupport vector machine

Identifiers

PMID34640710
PMCPMC8512029

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.