Schema

BICAN models

BICAN Knowledge Graph Models

LinkML data models for the BRAIN Initiative Cell Atlas Network (BICAN) knowledgebase: taxonomies, assertions and evidence, library generation, anatomical structures, genome annotation, donors and a BICAN subset of Biolink. JSON Schema and Pydantic models are generated from the LinkML sources.

LinkMLknowledge graphcell atlasBICAN
E35

FAIR 16/48

Version 0.2.0

Evaluated 25 Oct 2026

How scores work

Source & access

Schemas & modules 11

Automated evaluation

F Findable FAIR0/12
  • Persistent identifier (F1)no PURL / w3id / DOI for the artefact0
  • Indexed in services (F4)not indexed anywhere0
  • Citable reference (F2)no reference publication listed0
A Accessible FAIR9/12
  • Homepage reachableHTTP 200+3
  • Artefact retrievable over HTTP(S) (A1)repository HTTP 200+6
  • Metadata persists in a registry (A2)not in Bioregistry or OBO Foundry0
I Interoperable FAIR5/12
  • Formal machine-readable format (I1)LinkML, JSON Schema+5
  • Semantic-web IRIs (I2)no RDF/OWL/JSON-LD representation0
  • References other vocabularies (I3)no imported vocabularies found0
R Reusable FAIR2/12
  • Clear license (R1.1)none found0
  • Release provenance (R1.2)0.2.0 (latest GitHub release); not declared inside the artefact+2
  • Community standards (R1.3)no independent compliance report (not on the OBO Dashboard)0
Q Ontology consistency & qualityn/a
  • Not applicableschema without an OWL/OBO/RDF artefact; total scaled from 80 to 1000
M Maintenance10/16
  • Recency2026-10-22 → 0.1 months (≤ 3 months)+10
  • Release cadence (12 months)0 releases (GitHub releases)0
U Community adoption2/16
  • Documented adopting projects2 projects+2
  • Reused by other ontologies00
  • Community signalmax(stars 4 → 0, citations 0 → 0)0
P Penalties (inactivity & inconsistency)0
  • Time since last activity0.0 years → 4 × max(0, 0.0 − 1)0
  • Inactive statusnot archived, legacy or inactive0

FAIR subtotal 16/48 · earned 28/80 → scaled 35 = 35/100 → grade E

Community adoption 2

  • BICAN Knowledgebase

    Knowledge graph built on these models

    Curated by NeuroSchema
  • BICAN

    Knowledge graph data models

    Curated by NeuroSchema

Know a project that uses BICAN models? Suggest it.

Tooling

  • bkbitBrain Knowledge Base Interaction Toolkit: Pydantic models, validation and JSON-LD conversion (pip install bkbit)

History & changes 6 runs

25 Oct 2026: 6125 Oct 2026: 5225 Oct 2026: 5725 Oct 2026: 3525 Oct 2026: 3525 Oct 2026: 31Score over time
  • Score: 35 → 31 · rubric v3.0 → v3.3
  • Evaluated version: 0.2.0 → 0.2.0 + commit f1b80c9
  • Evaluated version: 0.2.0 + commit f1b80c9 → 0.2.0
  • Score: 57 → 35 (grade C → D) · rubric v2.2 → v3.0
  • Evaluated version: 0.2.0 → 0.2.0 + commit f1b80c9
  • Score: 52 → 57 · rubric v2.0 → v2.2
  • Evaluated version: commit f1b80c9 → 0.2.0
  • Documented adopters: 1 → 2
  • Score: 61 → 52 · rubric v1.0 → v2.0
  • Evaluated version: — → commit f1b80c9
RunScoreFAIRVersion evaluatedTermsSnapshot
25 Oct 2026, 19:23 UTC31 E130.2.0 + commit f1b80c9—JSON
25 Oct 2026, 19:10 UTC35 E160.2.0—JSON
25 Oct 2026, 18:49 UTC35 D160.2.0 + commit f1b80c9—JSON
25 Oct 2026, 18:21 UTC57 C300.2.0—JSON
25 Oct 2026, 18:08 UTC52 C25commit f1b80c9—JSON
25 Oct 2026, 17:55 UTC61 C———JSON

Provenance

Every fact on this page was fetched automatically. Each row shows where it came from and when. If a source fails, the last good value is kept and marked “carried forward”.

FactSourceRetrieved
Homepage link check (HTTP 200)brain-bican.github.io25 Oct 2026, 19:10 UTC
Repository link check (HTTP 200)github.com25 Oct 2026, 19:10 UTC
Git refs (commit f1b80c9, latest tag 0.2.0)github.com25 Oct 2026, 19:10 UTC
GitHub repository statisticsapi.github.com25 Oct 2026, 19:10 UTC

Run 2026-10-25T19-10-16Z · evaluator v2.0.0 · rubric v3.0 · entry.json · run snapshot