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
- Dataverse dataset page edatos.consorciomadrono.es/dataset.xhtml?persistentId=doi%3A10.21950%2F18WUEC ↗
landing page · from edatos consorciomadrono es
- DOI doi.org/10.21950/18wuec ↗
DOI / persistent id · from edatos consorciomadrono es
Catalogue records · 1
- Dataverse API edatos.consorciomadrono.es/api/datasets/:persistentId/?persistentId=doi%3A10.21950%2F18WU… ↗
metadata API · from edatos consorciomadrono es
Topics
- Stated by source
- Ingeniería
- Inferred from text
- Industrial biotechnology 73%
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| e-cienciaDatos | doi:10.21950/18WUEC | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3106 | enrichment · edatos consorciomadrono es | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[field].dataverse_subject:ingenier-a | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /subjects |
| created_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| description | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /description |
| publication_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| title | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | /name |
| updated_date | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 | |
| version_label | source · edatos consorciomadrono es | connector:edatos_consorciomadrono_es@1.0.0 |