Co-authorship neighborhood
Lamara De Brouwer's displayed neighborhood
8 of 8 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 | Lamara De Brouwer | Focal | 1 | 8 | 8.0 | 2026 |
| 2 | Aaron Karlsberg | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 3 | Anmol Sharma | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 4 | G. Trooskens | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 5 | Gil Alterovitz | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 6 | John Thickstun | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 7 | Matthew Young | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 8 | Max Van Puyvelde | Direct collaborator | 1 | 8 | 8.0 | 2026 |
| 9 | W. Brouwer | Direct collaborator | 1 | 8 | 8.0 | 2026 |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Matthew Young — Aaron Karlsberg | 1 | 1 | 0.125 |
| Matthew Young — John Thickstun | 1 | 1 | 0.125 |
| Matthew Young — Gil Alterovitz | 1 | 1 | 0.125 |
| Matthew Young — W. Brouwer | 1 | 1 | 0.125 |
| Matthew Young — G. Trooskens | 1 | 1 | 0.125 |
| Matthew Young — Anmol Sharma | 1 | 1 | 0.125 |
| Matthew Young — Max Van Puyvelde | 1 | 1 | 0.125 |
| Matthew Young — Lamara De Brouwer | 1 | 1 | 0.125 |
| Aaron Karlsberg — John Thickstun | 1 | 1 | 0.125 |
| Aaron Karlsberg — Gil Alterovitz | 1 | 1 | 0.125 |
| Aaron Karlsberg — W. Brouwer | 1 | 1 | 0.125 |
| Aaron Karlsberg — G. Trooskens | 1 | 1 | 0.125 |
| Aaron Karlsberg — Anmol Sharma | 1 | 1 | 0.125 |
| Aaron Karlsberg — Max Van Puyvelde | 1 | 1 | 0.125 |
| Aaron Karlsberg — Lamara De Brouwer | 1 | 1 | 0.125 |
| John Thickstun — Gil Alterovitz | 1 | 1 | 0.125 |
| John Thickstun — W. Brouwer | 1 | 1 | 0.125 |
| John Thickstun — G. Trooskens | 1 | 1 | 0.125 |
| John Thickstun — Anmol Sharma | 1 | 1 | 0.125 |
| John Thickstun — Max Van Puyvelde | 1 | 1 | 0.125 |
| John Thickstun — Lamara De Brouwer | 1 | 1 | 0.125 |
| Gil Alterovitz — W. Brouwer | 1 | 1 | 0.125 |
| Gil Alterovitz — G. Trooskens | 1 | 1 | 0.125 |
| Gil Alterovitz — Anmol Sharma | 1 | 1 | 0.125 |
| Gil Alterovitz — Max Van Puyvelde | 1 | 1 | 0.125 |
| Gil Alterovitz — Lamara De Brouwer | 1 | 1 | 0.125 |
| W. Brouwer — G. Trooskens | 1 | 1 | 0.125 |
| W. Brouwer — Anmol Sharma | 1 | 1 | 0.125 |
| W. Brouwer — Max Van Puyvelde | 1 | 1 | 0.125 |
| W. Brouwer — Lamara De Brouwer | 1 | 1 | 0.125 |
| G. Trooskens — Anmol Sharma | 1 | 1 | 0.125 |
| G. Trooskens — Max Van Puyvelde | 1 | 1 | 0.125 |
| G. Trooskens — Lamara De Brouwer | 1 | 1 | 0.125 |
| Anmol Sharma — Max Van Puyvelde | 1 | 1 | 0.125 |
| Anmol Sharma — Lamara De Brouwer | 1 | 1 | 0.125 |
| Max Van Puyvelde — Lamara De Brouwer | 1 | 1 | 0.125 |
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.