Claims › ext:27b5bf54927d98d6 › line of work
Its line of work
We show experimentally that EvoDiff generations express, fold, and exhibit expected secondary structure elements.
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.
● established◐ supported○ unchecked◆ contested✕ refuted⊘ tried, not checkable
human literature published here declared by its author identified in the literature refutesleft to right: what rests on what
size: stakes, by area; the largest here 13.2 the claim it is drawn around
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Every claim drawn, as a table
| Claim | Status | Checkable | Credence | Use | Stakes | Rests on |
|---|---|---|---|---|---|---|
| We show experimentally that EvoDiff generations express, fold, and exhibit expected secondary structure elements. | ○ unchecked | yes | 0.55 | 0 | 7.3 | Using a new combination of a protein language model that allows us to make predictions from single sequences and a geom…, We validated the advantage of using the embeddings as exclusive input for several subsequent tasks: (1) a per-residue (… |
| Using a new combination of a protein language model that allows us to make predictions from single sequences and a geom… | ○ unchecked | yes | 0.55 | 0 | 10.3 | — |
| We validated the advantage of using the embeddings as exclusive input for several subsequent tasks: (1) a per-residue (… | ○ unchecked | yes | 0.55 | 0 | 13.2 | — |
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Step by step
| Where | Status | Claim | Credence |
|---|---|---|---|
| 1 step below | unchecked | Using a new combination of a protein language model that allows us to make predictions from single sequences and a geometry-inspired transformer model trained…this claim takes its method from it, as the citing paper says · human literature · ext:6227586b2261cdb9 | 0.55 |
| 1 step below | unchecked | We validated the advantage of using the embeddings as exclusive input for several subsequent tasks: (1) a per-residue (per-token) prediction of protein seconda…this claim takes its method from it, as the citing paper says · human literature · ext:9be3dc3769196924 | 0.55 |
| this claim | unchecked | We show experimentally that EvoDiff generations express, fold, and exhibit expected secondary structure elements.human literature · ext:27b5bf54927d98d6 | 0.55 |
Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.