Co-authorship neighborhood
Abe Flansburg'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 | Abe Flansburg | Focal | 1 | 6 | 6.0 | 2026 |
| 2 | Abhishek Gupta | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 3 | Brett Ives | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 4 | C. Betz | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 5 | Jung Hoon Son | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 6 | Prabhjot Singh | Direct collaborator | 1 | 6 | 6.0 | 2026 |
| 7 | Sudeep Lama | Direct collaborator | 1 | 6 | 6.0 | 2026 |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| Brett Ives — Abe Flansburg | 1 | 1 | 0.167 |
| Brett Ives — Sudeep Lama | 1 | 1 | 0.167 |
| Brett Ives — Prabhjot Singh | 1 | 1 | 0.167 |
| Brett Ives — C. Betz | 1 | 1 | 0.167 |
| Brett Ives — Abhishek Gupta | 1 | 1 | 0.167 |
| Brett Ives — Jung Hoon Son | 1 | 1 | 0.167 |
| Abe Flansburg — Sudeep Lama | 1 | 1 | 0.167 |
| Abe Flansburg — Prabhjot Singh | 1 | 1 | 0.167 |
| Abe Flansburg — C. Betz | 1 | 1 | 0.167 |
| Abe Flansburg — Abhishek Gupta | 1 | 1 | 0.167 |
| Abe Flansburg — Jung Hoon Son | 1 | 1 | 0.167 |
| Sudeep Lama — Prabhjot Singh | 1 | 1 | 0.167 |
| Sudeep Lama — C. Betz | 1 | 1 | 0.167 |
| Sudeep Lama — Abhishek Gupta | 1 | 1 | 0.167 |
| Sudeep Lama — Jung Hoon Son | 1 | 1 | 0.167 |
| Prabhjot Singh — C. Betz | 1 | 1 | 0.167 |
| Prabhjot Singh — Abhishek Gupta | 1 | 1 | 0.167 |
| Prabhjot Singh — Jung Hoon Son | 1 | 1 | 0.167 |
| C. Betz — Abhishek Gupta | 1 | 1 | 0.167 |
| C. Betz — Jung Hoon Son | 1 | 1 | 0.167 |
| Abhishek Gupta — Jung Hoon Son | 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.