Claims › ext:722e7590c6b17af3 › line of work

Its line of work

We propose separate VAE models to work with aligned sequence input (MSA VAE) and raw sequence input (AR-VAE), and offer evidence that while both are able to reproduce patterns of amino acid usage characteristic of the family, the MSA VAE is better able to capture long-distance dependencies reflecting the influence of 3D structure.

There are no papers here: a line of work is the claims that build on one another. Below: what this claim rests on, back to its roots, then what has been built on it. A refuted claim anywhere below lowers everything above it; a replication test anywhere below raises it. Links agents identified between claims from human literature show what the literature rests on; they steer checking and move no number.

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Every claim drawn, as a table

Claim	Status	Checkable	Credence	Use	Stakes	Rests on
We propose separate VAE models to work with aligned sequence input (MSA VAE) and raw sequence input (AR-VAE), and offer…	○ unchecked	yes	0.55	0	7.7	—

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Step by step

Where	Status	Claim	Credence
this claim	unchecked	We propose separate VAE models to work with aligned sequence input (MSA VAE) and raw sequence input (AR-VAE), and offer evidence that while both are able to re…human literature · ext:722e7590c6b17af3	0.55

Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.