Evidence map›Paper›PMID 35890747›Full record

ArticleSensors (Basel, Switzerland)2022

Laser-Induced Breakdown Spectroscopy Associated with the Design of Experiments and Machine Learning for Discrimination of

Guilherme Cioccia, Carla Pereira de Morais, Diego Victor Babos, Débora Marcondes Bastos Pereira Milori, Charline Z Alves, Cícero Cena, Gustavo Nicolodelli, Bruno S Marangoni

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Guilherme CiocciaSISFOTON-UFMS-Laboratório de Óptica e Fotônica, UFMS-Universidade Federal de Mato Grosso do Sul, Campo Grande 79070-900, MS, Brazil.
Carla Pereira de MoraisEmbrapa Instrumentation, São Carlos 13560-970, SP, Brazil.ORCID 0000-0003-0100-6925
Diego Victor BabosEmbrapa Instrumentation, São Carlos 13560-970, SP, Brazil.
Débora Marcondes Bastos Pereira MiloriEmbrapa Instrumentation, São Carlos 13560-970, SP, Brazil.
Charline Z AlvesPrograma de Pós-Graduação em Agronomia, UFMS-Universidade Federal de Mato Grosso do Sul, Chapadao do Sul 79560-000, MS, Brazil.ORCID 0000-0001-6228-078X
Cícero CenaSISFOTON-UFMS-Laboratório de Óptica e Fotônica, UFMS-Universidade Federal de Mato Grosso do Sul, Campo Grande 79070-900, MS, Brazil.ORCID 0000-0001-8766-6144
Gustavo NicolodelliDepartamento de Física, Universidade Federal de Santa Catarina, Florianópolis 88020-302, SC, Brazil.ORCID 0000-0003-0890-0364
Bruno S MarangoniSISFOTON-UFMS-Laboratório de Óptica e Fotônica, UFMS-Universidade Federal de Mato Grosso do Sul, Campo Grande 79070-900, MS, Brazil.ORCID 0000-0002-8898-8556

Funding

Coordenação de Aperfeicoamento de Pessoal de Nível Superior finance code 001National Council for Scientific and Technological Development 313685/2020-7, 313918/2020-1, 403651/2020-4, 408127/2018-0, 452825/2018-0 and 44214/2021-1Sistema Nacional de Laboratórios de Fotônica (SISFOTON-UFMS)
6 · The paper itself

Abstract

Laser-induced breakdown spectroscopy (LIBS) associated with machine learning algorithms (ML) was used to evaluate the

Indexed as

BrachiariaLasersMachine LearningSeedsSpectrum Analysisbrachiaria seeddesign of experimentsdiscriminatingLIBSmachine learning

Identifiers

PMID35890747
PMCPMC9316187

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.