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Bibliographic information and a description of the book’s methodological contributions for researchers, libraries and evaluation services.
Original title in Portuguese.
Construction of scientific knowledge: research project development and article writing. English title supplied for discovery; the published book is in Portuguese.
The book connects the formulation of research problems with methodological coherence, scientific writing and the documentation of sources and decisions. It combines discussion of research projects and articles with a methodological proposal for human oversight of artificial intelligence, PENSAR-IA. Appendix B develops a demonstrative application of Canvas AXIS for research-scope delimitation. The work also addresses scientific identifiers and traceability. Its intended readers include students, supervisors, researchers and professionals involved in research and scholarly communication. The methodological frameworks are presented with explicit limitations: the book does not report empirical validation of their effectiveness.
Keywords: research methodology; scientific writing; research integrity; artificial intelligence; human oversight; scientific documentation.
Appendices include a research-project model, the methodological article on Canvas AXIS and consent-form models. The complete table of contents can be explored in the book preview.
Chapter 8 discusses human judgement, proportional verification and the six stages of the proposed protocol. The methodological note on printed page 76 states that the chapter does not present empirical evidence of efficacy or external validation.
Appendix B presents a methodological article with a demonstrative application. Its opening on PDF page 161 identifies the contribution as conceptual and demonstrative, rather than a validation or performance-comparison study.
Discussion of scientific documentation is supported by citations and reference lists. The References section opens on PDF page 130, followed by the main bibliography on page 131.
PENSAR-IA and the Canvas workbook have their own version records. Their use in the book should be read in that context. Previously registered material is not described here as first published in this volume.
Author biographies appear on PDF pages 5–7. The editorial credits on page 4 identify four scholarly and technical reviewers. Their acknowledgement documents the reviewers credited in this edition; the underlying assessment records are separate editorial documents.
Editorial profiles · Assessment process · Publishing policies
The commercial preview is an excerpt. To arrange access to the complete published edition for editorial evaluation, contact editor@scientexa.com.br. Access arrangements must be agreed with the publisher.
View the evidence guide Book preview and purchase · Portuguese
The book record in Zenodo identifies the three authors and their ORCID identifiers, ISBN and publisher. It records publication on 23 September 2026.
Earlier methodological deposits: PENSAR-IA v1.0, by Lisandro Gonçalves; and Canvas AXIS v1.0, whose description credits Lisandro Gonçalves with authorship and methodological development, and Marlene Gonçalves Curty with methodological supervision. These credits refer to those specific deposits.
Authors: Marlene Gonçalves Curty, Maria Cláudia Pestana and Lisandro Gonçalves. Maringá, PR, Brazil: Scientexa Editora, 2026. Portuguese-language digital edition, 181 pages. ISBN 978-65-977815-0-8. DOI: 10.5281/zenodo.22907821.
The full text is in Portuguese. This English page provides descriptive metadata and an abstract; it is not a translation of the book.
ISBN 978-65-977815-0-8 · DOI 10.5281/zenodo.22907821
Cataloguing-in-publication record (CBL)
The ISNI identifiers above identify the authors. The ISBN identifies this edition of the book.