Co-authorship neighborhood
A. Gallant'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 | A. Gallant | Focal | 1 | 6 | 6.0 | Unavailable |
| 2 | Cindy Chamberland | Direct collaborator | 1 | 6 | 6.0 | Unavailable |
| 3 | Daniel Lafond | Direct collaborator | 1 | 6 | 6.0 | Unavailable |
| 4 | Heather F. Neyedli | Direct collaborator | 1 | 6 | 6.0 | Unavailable |
| 5 | K. Schulze | Direct collaborator | 1 | 6 | 6.0 | Unavailable |
| 6 | Sébastien Tremblay | Direct collaborator | 1 | 6 | 6.0 | Unavailable |
| 7 | Tanya S Paul | Direct collaborator | 1 | 6 | 6.0 | Unavailable |
Displayed collaboration table
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| Author pair | Shared papers | Full weight | Fractional weight |
|---|---|---|---|
| A. Gallant — Cindy Chamberland | 1 | 1 | 0.167 |
| A. Gallant — Sébastien Tremblay | 1 | 1 | 0.167 |
| A. Gallant — K. Schulze | 1 | 1 | 0.167 |
| A. Gallant — Heather F. Neyedli | 1 | 1 | 0.167 |
| A. Gallant — Tanya S Paul | 1 | 1 | 0.167 |
| A. Gallant — Daniel Lafond | 1 | 1 | 0.167 |
| Cindy Chamberland — Sébastien Tremblay | 1 | 1 | 0.167 |
| Cindy Chamberland — K. Schulze | 1 | 1 | 0.167 |
| Cindy Chamberland — Heather F. Neyedli | 1 | 1 | 0.167 |
| Cindy Chamberland — Tanya S Paul | 1 | 1 | 0.167 |
| Cindy Chamberland — Daniel Lafond | 1 | 1 | 0.167 |
| Sébastien Tremblay — K. Schulze | 1 | 1 | 0.167 |
| Sébastien Tremblay — Heather F. Neyedli | 1 | 1 | 0.167 |
| Sébastien Tremblay — Tanya S Paul | 1 | 1 | 0.167 |
| Sébastien Tremblay — Daniel Lafond | 1 | 1 | 0.167 |
| K. Schulze — Heather F. Neyedli | 1 | 1 | 0.167 |
| K. Schulze — Tanya S Paul | 1 | 1 | 0.167 |
| K. Schulze — Daniel Lafond | 1 | 1 | 0.167 |
| Heather F. Neyedli — Tanya S Paul | 1 | 1 | 0.167 |
| Heather F. Neyedli — Daniel Lafond | 1 | 1 | 0.167 |
| Tanya S Paul — Daniel Lafond | 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.