Constarium
← Search

Data · dataset · 2026

Integrating microalgae, carbon quantum dots and artificial intelligence: a roadmap towards smart and circular photobioreactor systems - SciBERT semantic-similarity mapping dataset

Listed in e-cienciaDatos

Description

List and describe each deposited file, e.g.: - scopus_datos.csv : Scopus metadata export of the 14 retrieved documents (title, abstract, authors, source, year, DOI). - matriz_proximidad_scibert.csv : pairwise SciBERT cosine-similarity matrix (91 unique document pairs, similarity expressed as %). - scibert_embeddings.txt: Python script that loads scientific metadata from Scopus, extracts dense semantic vectors using the SciBERT model, and computes the pairwise cosine similarity matrix. - generar_grafico.txt : Python script that parses the previously generated similarity matrix, maps references to standardized citation formats, and constructs the high-resolution publication-ready Clustermap with custom structural annotations.

Links

Where it is published

Catalogue records · 1

Topics

Stated by source
Ingeniería
Inferred from text
Industrial biotechnology 73%
Provenance · 1 source records, 8 field assertions
SourceKeyLast seenRaw
e-cienciaDatosdoi:10.21950/18WUEC12 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].anzsrc:group:3106enrichment · edatos consorciomadrono estaxonomy-embedding@1.1.0title+keywords+description (73%)
concepts[field].dataverse_subject:ingenier-asource · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0/subjects
created_datesource · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0
descriptionsource · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0/description
publication_datesource · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0
titlesource · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0/name
updated_datesource · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0
version_labelsource · edatos consorciomadrono esconnector:edatos_consorciomadrono_es@1.0.0