Source

Towards Principled Evaluation of Single-Cell Perturbation Prediction Models

Primary reference; inspect retrieval status and review scope.

Evidence table

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

15 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-17-d277315f7d76
Property and statement	Original source and location	Review and provenance
attributes.artifact_sha256 f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.artifact_url https://www.biorxiv.org/content/10.64898/2026.07.23.740433v1.full Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.doi 10.64898/2026.07.23.740433 Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.retrieved_at 2026-09-17T08:11:09.614783+00:00 Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review_scope` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.url https://www.biorxiv.org/content/10.64898/2026.07.23.740433v1.full Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.version bioRxiv 2026.07.23.740433v1 Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
description Primary reference; inspect retrieval status and review scope. Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
facets {} Source metadata	Towards Principled Evaluation of Single-Cell Perturbation Prediction Models Original source ↗ No field-specific location recorded Version: bioRxiv 2026.07.23.740433v1 Retrieved: 2026-09-17T08:11:09.614783+00:00	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact

All evidence (CSV)All evidence (JSONL)How to read the evidence

Sources and history

Release 2026-09-17-d277315f7d76 · Record review: source checked

No supporting source is linked yet.

Read original source

Download this release

Technical metadata and extraction receipts

Stable ID: expansion-p3-scperteval-paper

url: https://www.biorxiv.org/content/10.64898/2026.07.23.740433v1.full
doi: 10.64898/2026.07.23.740433
version: bioRxiv 2026.07.23.740433v1
retrieved at: 2026-09-17T08:11:09.614783+00:00
artifact sha256: f3502ecd2b96c06447b2fb59d060d5fae946b8a426e41c06e47bb0c17c311c5f
artifact url: https://www.biorxiv.org/content/10.64898/2026.07.23.740433v1.full
hash scope: Exact retrieved primary paper artifact bytes.
review scope: Source identification and table transcription; no independent experimental reproduction.

Related records

Suggest a correction