{"doi":"10.3145/epi.2012.nov.07","title":"Bibliometric analysis of scientific development in countries of the <i>Union of South American Nations</i> (<i>Unasur</i>)","abstract":"The Union of South American Nations (Unasur) can be considered as a new emergent region in the world.By using advanced bibliometric methods, the development of science and technology in Unasur is explored.Based on data from the InCites tool of Thomson Reuters, which facilitates national comparisons across long time periods using publication output and normalized citation impact values, we explored how this region (particularly the most productive individual countries within it) is developing.The publication output results reveal an increase in the scientific and technological activities in most of the Unasur countries (especially Brazil).Compared to the rest of the world, the citation impact trend is less favourable for all Unasur countries.","journal":"El Profesional de la Informacion","year":2012,"id":5796,"datarank":1.463231058171501,"base_score":1.9459101490553132,"endowment":1.9459101490553132,"self_citation_contribution":0.29188652235829704,"citation_network_contribution":1.1713445358132037,"self_endowment_contribution":0.29188652235829704,"citer_contribution":1.1713445358132037,"corpus_percentile":85.78943296975324,"corpus_rank":1838,"citation_count":6,"citer_count":6,"citers_with_citation_signal":6,"citers_with_endowment":6,"datacite_reuse_total":0,"is_dataset":true,"is_dataset_confidence":0.6521,"is_data_producer":false,"deposit_databanks":null,"is_oa":true,"file_count":0,"downloads":0,"has_version_chain":false,"published_date":"2012-11-01","fair_score":20.8333,"fair_percentile":2.869757174392936,"algorithm_id":"datarank_citation_only_1hop_v6","ranking_scope":"data_only","authors":[{"id":661,"name":"Lutz Bornmann","orcid":"0000-0003-0810-7091","position":1,"is_corresponding":false},{"id":5442,"name":"Werner Marx","orcid":"0000-0002-1763-5753","position":2,"is_corresponding":false},{"id":55936,"name":"Andrés Greco","orcid":null,"position":0,"is_corresponding":true}],"reference_count":9,"raw_metadata":{"citation_network_status":"fetched"},"created_at":"2026-03-01T18:20:47.508186Z","pmid":null,"pmcid":null,"fwci":null,"citation_percentile":null,"influential_citations":0,"oa_status":null,"license":null,"views":0,"total_file_size_bytes":0,"version_count":0,"fair_f":32.5,"fair_a":30.0,"fair_i":12.5,"fair_r":8.3333,"fair_zscore":-1.8823,"fair_rationale":{"fair_score":20.83,"has_llm":true,"dimensions":{"F":{"name":"Findable","score":32.5,"criteria":[{"key":"f_has_doi","label":"Has a persistent DOI","kind":"deterministic","weight":1.0,"fraction":1.0,"signal":"DOI present","rationale":null},{"key":"f_repository_presence","label":"Indexed in repositories / literature DBs","kind":"deterministic","weight":1.0,"fraction":0.0,"signal":"datacite=0, pmcid=False, pmid=False","rationale":null},{"key":"f_persistent_ids","label":"Resolvable scholarly identifiers (OpenAlex)","kind":"deterministic","weight":0.5,"fraction":0.0,"signal":"no OpenAlex id","rationale":null},{"key":"f_metadata_richness","label":"Rich, machine-readable metadata","kind":"llm","weight":1.0,"fraction":0.25,"signal":null,"rationale":"The paper provides basic bibliographic metadata (title, authors, DOI, abstract) but no machine-readable metadata for the underlying dataset."}]},"A":{"name":"Accessible","score":30.0,"criteria":[{"key":"a_open_access","label":"Open Access / files deposited","kind":"deterministic","weight":1.5,"fraction":1.0,"signal":"Open Access","rationale":null},{"key":"a_retrievable","label":"Free full text retrievable","kind":"deterministic","weight":1.0,"fraction":0.0,"signal":"0 OA location(s)","rationale":null},{"key":"a_access_protocol","label":"Clear data/code access protocol","kind":"llm","weight":1.0,"fraction":0.0,"signal":null,"rationale":"No protocol for accessing the data or code is provided; the data is from a proprietary source (InCites) and not shared."}]},"I":{"name":"Interoperable","score":12.5,"criteria":[{"key":"i_linked_data","label":"Linked datasets / DataCite relations","kind":"deterministic","weight":1.0,"fraction":0.0,"signal":"linked_datasets=0, datacite=0","rationale":null},{"key":"i_standard_ids","label":"References data via standard accessions","kind":"deterministic","weight":1.0,"fraction":0.0,"signal":"accessions=0, trials=0","rationale":null},{"key":"i_standards","label":"Standard formats, vocabularies & identifiers","kind":"llm","weight":1.0,"fraction":0.25,"signal":null,"rationale":"The analysis uses standard bibliometric indicators and OECD subject categories, but the data is not made available in standard formats or with standard identifiers."}]},"R":{"name":"Reusable","score":8.33,"criteria":[{"key":"r_license","label":"Clear, open reuse license","kind":"deterministic","weight":1.5,"fraction":0.0,"signal":"no license","rationale":null},{"key":"r_downloads","label":"Demonstrated reuse (downloads)","kind":"deterministic","weight":0.5,"fraction":0.0,"signal":"downloads=0","rationale":null},{"key":"r_version","label":"Versioned / maintained","kind":"deterministic","weight":0.5,"fraction":0.0,"signal":"no version chain","rationale":null},{"key":"r_dataset","label":"Classified as a data resource","kind":"deterministic","weight":0.5,"fraction":1.0,"signal":"is_dataset","rationale":null},{"key":"r_reusability","label":"Data-availability statement, license & reproducibility","kind":"llm","weight":2.0,"fraction":0.0,"signal":null,"rationale":"No data availability statement, license, or code is provided, making the study non-reproducible from the text alone."}]}},"suggestions":["Deposit the raw and processed data (e.g., publication counts, citation impact values) in a public repository like Zenodo or Figshare with a DOI.","Provide the analysis code (e.g., Stata scripts) in a repository to enable reproducibility.","Add a data availability statement specifying how to access the data and under what license.","Use standard file formats (e.g., CSV, JSON) and include a data dictionary with variable descriptions.","Assign persistent identifiers (e.g., ORCID for authors, RRID for resources) to enhance findability."],"model":"deepseek/deepseek-v4-flash","agent_version":"fair_agent_v2","fulltext_source":"unpaywall_pdf"},"fair_model":"deepseek/deepseek-v4-flash","fair_agent_version":"fair_agent_v2","fair_fulltext_source":"unpaywall_pdf","fair_has_llm":true,"fair_computed_at":"2026-06-18T00:52:04.441270Z","clinical_trials":[],"software_tools":[],"db_accessions":[],"linked_datasets":[],"topics":[]}