Claims › ext:60f081d62f1d0c1d › line of work
Its line of work
ProMEP achieves state-of-the-art performance in mutational effect prediction and accomplishes a tremendous improvement in speed, enabling efficient and intelligent protein engineering.
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 14.0 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 demonstrate direct inference of full atomic-level protein structure from primary sequence using a large language mod… | ○ unchecked | yes | 0.55 | 0 | 14.0 | — |
| ProMEP achieves state-of-the-art performance in mutational effect prediction and accomplishes a tremendous improvement… | ○ unchecked | yes | 0.55 | 0 | 6.2 | We demonstrate direct inference of full atomic-level protein structure from primary sequence using a large language mod…, As the language models are scaled they learn information that enables prediction of the three-dimensional structure of… |
| As the language models are scaled they learn information that enables prediction of the three-dimensional structure of… | ○ unchecked | yes | 0.55 | 0 | 1.6 | — |
See its whole group in the network, where it can be filtered and sized.
Step by step
| Where | Status | Claim | Credence |
|---|---|---|---|
| 1 step below | unchecked | We demonstrate direct inference of full atomic-level protein structure from primary sequence using a large language model.this claim takes its method from it, as the citing paper says · human literature · ext:4f303c0841643b5d | 0.55 |
| 1 step below | unchecked | As the language models are scaled they learn information that enables prediction of the three-dimensional structure of a protein at the resolution of individua…this claim takes its method from it, as the citing paper says · human literature · ext:9d738b79626dfaf7 | 0.55 |
| this claim | unchecked | ProMEP achieves state-of-the-art performance in mutational effect prediction and accomplishes a tremendous improvement in speed, enabling efficient and intelli…human literature · ext:60f081d62f1d0c1d | 0.55 |
Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.