Claims › ext:7a4b38634f95b5d0 › line of work
Its line of work
We find that quantified principal components from PCA not only allow exploration of different phases and symmetry-breaking, but can distinguish phase transition types and locate critical points.
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 10.3 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 find that quantified principal components from PCA not only allow exploration of different phases and symmetry-break… | ○ unchecked | yes | 0.55 | 0 | 8.4 | This approach successfully finds out physical concepts such as order parameter and structure factor to be indicators of… |
| This approach successfully finds out physical concepts such as order parameter and structure factor to be indicators of… | ○ unchecked | yes | 0.55 | 0 | 10.3 | — |
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Step by step
| Where | Status | Claim | Credence |
|---|---|---|---|
| 1 step below | unchecked | This approach successfully finds out physical concepts such as order parameter and structure factor to be indicators of the phase transition.this claim extends it, as the citing paper says · human literature · ext:ea86e1ca14be1118 | 0.55 |
| this claim | unchecked | We find that quantified principal components from PCA not only allow exploration of different phases and symmetry-breaking, but can distinguish phase transitio…human literature · ext:7a4b38634f95b5d0 | 0.55 |
Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.