Evidence claim

GEARS: alias of GEARS

Both registry records cite the identical pinned official implementation and describe the same model family. This alias does not equate distinct checkpoints or later study-specific pipelines.

Evidence

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6 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.field links:alias_of:catalog-model-gears Context-only references	snap-stanford/GEARS: README.md Original source ↗ Pinned official README introduction and model identity; scVI additionally docs/user_guide/models/scvi.md heading Version: f374e43e197b295016d80395d7a54ddb81cc6769 Retrieved: 2026-09-16T19:46:20.191253+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `fe78b7b1ede50c673b8f0d91fb2637707685c78b269ee157edb6cbc4d510d61b` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
attributes.source_locator Pinned official README introduction and model identity; scVI additionally docs/user_guide/models/scvi.md heading Context-only references	snap-stanford/GEARS: README.md Original source ↗ Pinned official README introduction and model identity; scVI additionally docs/user_guide/models/scvi.md heading Version: f374e43e197b295016d80395d7a54ddb81cc6769 Retrieved: 2026-09-16T19:46:20.191253+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `fe78b7b1ede50c673b8f0d91fb2637707685c78b269ee157edb6cbc4d510d61b` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
attributes.target_id catalog-model-gears Context-only references	snap-stanford/GEARS: README.md Original source ↗ Pinned official README introduction and model identity; scVI additionally docs/user_guide/models/scvi.md heading Version: f374e43e197b295016d80395d7a54ddb81cc6769 Retrieved: 2026-09-16T19:46:20.191253+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.target_id` Source artifact SHA-256: `fe78b7b1ede50c673b8f0d91fb2637707685c78b269ee157edb6cbc4d510d61b` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
description Both registry records cite the identical pinned official implementation and describe the same model family. This alias does not equate distinct checkpoints or later study-specific pipelines. Context-only references	snap-stanford/GEARS: README.md Original source ↗ Pinned official README introduction and model identity; scVI additionally docs/user_guide/models/scvi.md heading Version: f374e43e197b295016d80395d7a54ddb81cc6769 Retrieved: 2026-09-16T19:46:20.191253+00:00	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `fe78b7b1ede50c673b8f0d91fb2637707685c78b269ee157edb6cbc4d510d61b` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
Relationship: subject discovery-model-gears Context-only references	snap-stanford/GEARS: README.md Original source ↗ Pinned official README introduction and model identity; scVI additionally docs/user_guide/models/scvi.md heading Version: f374e43e197b295016d80395d7a54ddb81cc6769 Retrieved: 2026-09-16T19:46:20.191253+00:00	not individually reviewed No individual claim review recorded Audit details Field: `links:subject:discovery-model-gears` Source artifact SHA-256: `fe78b7b1ede50c673b8f0d91fb2637707685c78b269ee157edb6cbc4d510d61b` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
name GEARS: alias of GEARS Context-only references	snap-stanford/GEARS: README.md Original source ↗ Pinned official README introduction and model identity; scVI additionally docs/user_guide/models/scvi.md heading Version: f374e43e197b295016d80395d7a54ddb81cc6769 Retrieved: 2026-09-16T19:46:20.191253+00:00	not individually reviewed No individual claim review recorded Audit details Field: `name` Source artifact SHA-256: `fe78b7b1ede50c673b8f0d91fb2637707685c78b269ee157edb6cbc4d510d61b` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact

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Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

snap-stanford/GEARS: README.md · Original source · f374e43e197b295016d80395d7a54ddb81cc6769

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Technical metadata and extraction receipts

Stable ID: model-evaluation-identity-29b404fd9d2efb471a36

areas: single-cell
field: links:alias_of:catalog-model-gears
target id: catalog-model-gears
source locator: Pinned official README introduction and model identity; scVI additionally docs/user_guide/models/scvi.md heading
review: method: automated_source_review; date: 2026-09-23; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. Both registry records cite the identical pinned official implementation and describe the same model family. This alias does not equate distinct checkpoints or later study-specific pipelines.

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subject: GEARS

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