Co-authorship neighborhood

A bounded, provider-scoped projection of shared papers in this corpus. It is not a map of importance, influence, intellectual similarity, geography, or causal relationships.

Provider view Date basis From year Through year Paper source Assessment theme Claim outcome Edge weighting Maximum neighbors

L. G. Cardoso's displayed neighborhood

9 of 9 direct collaborators shown.

View profile

1Distinct papers

9Unique collaborators

9.0Full weighted degree

—Active span

10Component size

Scroll the diagram horizontally to inspect every displayed node.

Circular placement is deterministic and only prevents overlap. Proximity and direction do not measure intellectual, geographic, social, or causal distance. Square = focal author; circles = collaborators; labels identify the focal and highest-weight neighbors.

Ordered author table

Scroll the table horizontally to see every column.

Accessible table equivalent for nodes in the displayed subgraph, ordered with the focal author first and collaborators by selected edge weight. Metrics use each node's full filtered provider scope, not only displayed edges.
Display order	Author	Role	Distinct papers	Unique collaborators	Weighted degree	Active span
1	L. G. Cardoso	Focal	1	9	9.0	Unavailable
2	A. Dores	Direct collaborator	1	9	9.0	Unavailable
3	António Marques	Direct collaborator	1	9	9.0	Unavailable
4	Beatriz C R Barroso	Direct collaborator	1	9	9.0	Unavailable
5	Carla Rocha	Direct collaborator	1	9	9.0	Unavailable
6	G. Piccoli	Direct collaborator	1	9	9.0	Unavailable
7	Mark D. Griffiths	Direct collaborator	1	9	9.0	Unavailable
8	Miguel Peixoto	Direct collaborator	1	9	9.0	Unavailable
9	Pedro Morgado	Direct collaborator	1	9	9.0	Unavailable
10	Ricardo Queirós	Direct collaborator	1	9	9.0	Unavailable

Displayed collaboration table

Scroll the table horizontally to see every column.

Undirected co-authorship edges among displayed authors. Each pair is listed once.
Author pair	Shared papers	Full weight	Fractional weight
Pedro Morgado — Ricardo Queirós	1	1	0.111
Pedro Morgado — Beatriz C R Barroso	1	1	0.111
Pedro Morgado — L. G. Cardoso	1	1	0.111
Pedro Morgado — Carla Rocha	1	1	0.111
Pedro Morgado — Miguel Peixoto	1	1	0.111
Pedro Morgado — Mark D. Griffiths	1	1	0.111
Pedro Morgado — António Marques	1	1	0.111
Pedro Morgado — A. Dores	1	1	0.111
Pedro Morgado — G. Piccoli	1	1	0.111
Ricardo Queirós — Beatriz C R Barroso	1	1	0.111
Ricardo Queirós — L. G. Cardoso	1	1	0.111
Ricardo Queirós — Carla Rocha	1	1	0.111
Ricardo Queirós — Miguel Peixoto	1	1	0.111
Ricardo Queirós — Mark D. Griffiths	1	1	0.111
Ricardo Queirós — António Marques	1	1	0.111
Ricardo Queirós — A. Dores	1	1	0.111
Ricardo Queirós — G. Piccoli	1	1	0.111
Beatriz C R Barroso — L. G. Cardoso	1	1	0.111
Beatriz C R Barroso — Carla Rocha	1	1	0.111
Beatriz C R Barroso — Miguel Peixoto	1	1	0.111
Beatriz C R Barroso — Mark D. Griffiths	1	1	0.111
Beatriz C R Barroso — António Marques	1	1	0.111
Beatriz C R Barroso — A. Dores	1	1	0.111
Beatriz C R Barroso — G. Piccoli	1	1	0.111
L. G. Cardoso — Carla Rocha	1	1	0.111
L. G. Cardoso — Miguel Peixoto	1	1	0.111
L. G. Cardoso — Mark D. Griffiths	1	1	0.111
L. G. Cardoso — António Marques	1	1	0.111
L. G. Cardoso — A. Dores	1	1	0.111
L. G. Cardoso — G. Piccoli	1	1	0.111
Carla Rocha — Miguel Peixoto	1	1	0.111
Carla Rocha — Mark D. Griffiths	1	1	0.111
Carla Rocha — António Marques	1	1	0.111
Carla Rocha — A. Dores	1	1	0.111
Carla Rocha — G. Piccoli	1	1	0.111
Miguel Peixoto — Mark D. Griffiths	1	1	0.111
Miguel Peixoto — António Marques	1	1	0.111
Miguel Peixoto — A. Dores	1	1	0.111
Miguel Peixoto — G. Piccoli	1	1	0.111
Mark D. Griffiths — António Marques	1	1	0.111
Mark D. Griffiths — A. Dores	1	1	0.111
Mark D. Griffiths — G. Piccoli	1	1	0.111
António Marques — A. Dores	1	1	0.111
António Marques — G. Piccoli	1	1	0.111
A. Dores — G. Piccoli	1	1	0.111

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.