Verdict
No academic misconduct detected. The paper is a literature review with no experimental primary data warranting raw-data verification. All programmatic forensic alerts were resolved as benign artefacts of bibliometric software output and uniform PDF export pipeline.
Key findings
- Data availability: Not applicable. Paper is a bibliographic review (79 references) with no experimental figures, micrographs, blots, or quantitative survey data.
- Figures and tables: Fig. 1–4 and Table 1–3 are standard outputs from SATI, CiteSpace, and VOSviewer; no spliced, duplicated, or fabricated imagery detected.
- PRNU/PRNU-like signals (NCC=1.000, PCE=128.0): Methodologically inapplicable. Source images are PDF page exports (chinaXiv:202304.00484v1), not camera-captured photographs, so sensor-noise fingerprinting is invalid; identical signatures are an expected consequence of a single export pipeline.
- Noise variance and copy-move matches: Benign. CiteSpace/VOSviewer node-link visualizations inherently contain regular, repeating motifs and uneven density, which trigger copy-move detectors.
- Citation labeling inconsistencies: Table 3 mislabels Ref [10] (Sun Liang, 2010) as a "2018 media convergence perspective" and confuses Ref [8] (Rowland F., 2011) with Ref [7]. These are consistent numbering slippage across sections, not systematic fraud.
- Typographic residues: A stray "!" after "人行道" construction and a "$3" appearing for "3 个'破茧'策略" are typical editing/OCR remnants, not data fabrication.
- Timeline: Received 2021-03-10, revised 2021-07-16, published Sept 2021; funded by National Social Science Fund of China (20BTQ045). Internally consistent.
- DOI: 10.13266/j.issn.0252-3116.2021.18.015
- PRNU: NCC=1.000, PCE=128.0 across pages img-000–img-008 (PDF exports, not camera images)
- Noise CV: 1.30 on img-004 (CiteSpace/VOSviewer node graph)
- Copy-move: same-offset matches consistent with regular grid structure of bibliometric network visualizations
- Cite-mismatch evidence: Ref [10] Sun Liang (2010) labelled "2018 媒体融合视角 [10]" in Table 3; Ref [8] Rowland F. (2011) labelled "2011 过滤性气泡 [7]" in Table 3
- Funding: National Social Science Fund general project 20BTQ045
- Submission/revision/publication dates: 2021-03-10 / 2021-07-16 / Sept 2021
- The forensic image-pipeline alerts (PRNU, noise CV, copy-move) all derive from either PDF page scans or software-rendered visualizations, so the evidentiary prerequisites for those checks are not met. The signals are properties of the rendering/export pipeline, not indicators of fabrication.
- Minor citation cross-referencing errors in Table 3 are common in review articles that undergo multiple revisions; they should be corrected in a future revision but do not constitute misconduct.
- Suggested (optional) revisions: (1) reconcile Ref [8] and Ref [10] year/topic labels in Table 3; (2) clean residual characters ("!", "$3") in Section 6.
- No action recommended for PubPeer, journal editorial office, or institutional research integrity committee.