Co-authorship neighborhood
Stephen Hinton's displayed neighborhood
6 of 6 direct collaborators shown.
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Ordered author table
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| Display order | Author | Role | Distinct papers | Unique collaborators | Weighted degree | Active span |
|---|---|---|---|---|---|---|
| 1 | Stephen Hinton | Focal | 1 | 6 | 6.0 | 2026 |
| 2 | Akashdeep Nijjar | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 3 | C. Cinel | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 4 | Christopher Baker | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 5 | Riccardo Poli | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 6 | Stephen H Fairclough | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 7 | Tom Reed | Direct collaborator | 1 | 6 | 6.0 | 2026 |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Stephen H Fairclough — Akashdeep Nijjar | 1 | 1 | 0.167 |
| Stephen H Fairclough — Christopher Baker | 1 | 1 | 0.167 |
| Stephen H Fairclough — Riccardo Poli | 1 | 1 | 0.167 |
| Stephen H Fairclough — C. Cinel | 1 | 1 | 0.167 |
| Stephen H Fairclough — Tom Reed | 1 | 1 | 0.167 |
| Stephen H Fairclough — Stephen Hinton | 1 | 1 | 0.167 |
| Akashdeep Nijjar — Christopher Baker | 1 | 1 | 0.167 |
| Akashdeep Nijjar — Riccardo Poli | 1 | 1 | 0.167 |
| Akashdeep Nijjar — C. Cinel | 1 | 1 | 0.167 |
| Akashdeep Nijjar — Tom Reed | 1 | 1 | 0.167 |
| Akashdeep Nijjar — Stephen Hinton | 1 | 1 | 0.167 |
| Christopher Baker — Riccardo Poli | 1 | 1 | 0.167 |
| Christopher Baker — C. Cinel | 1 | 1 | 0.167 |
| Christopher Baker — Tom Reed | 1 | 1 | 0.167 |
| Christopher Baker — Stephen Hinton | 1 | 1 | 0.167 |
| Riccardo Poli — C. Cinel | 1 | 1 | 0.167 |
| Riccardo Poli — Tom Reed | 1 | 1 | 0.167 |
| Riccardo Poli — Stephen Hinton | 1 | 1 | 0.167 |
| C. Cinel — Tom Reed | 1 | 1 | 0.167 |
| C. Cinel — Stephen Hinton | 1 | 1 | 0.167 |
| Tom Reed — Stephen Hinton | 1 | 1 | 0.167 |
Graph construction and limits
Each distinct paper contributes an undirected pair for every two eligible identities in its deduplicated latest Semantic Scholar author list. Self-loops are removed. Solo papers count toward an author's paper total but create no edge. The selected display is an ego subgraph. Paper, collaborator, weighted-degree, and active-span metrics for every displayed node use the full filtered provider view; component size describes the focal author's component.
Immutable provider payloads are stored once. A separate receipt log records a later delivery of an earlier payload, so roster reversions remain visible. Exact duplicate receipts are idempotent. Equal timestamps use receipt insertion order as the tie-breaker.
Co-authorship records shared paper attribution only. It does not establish contribution size, research quality, influence, friendship, topic similarity, or citation relationships.