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Claims › ext:1d4aaf51c14fee6f › line of work

Its line of work

The extension is shown to provide a large increase in accuracy relative to the linear form, while incurring only a modest increase in computational cost.

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.

The network of claimsEach line runs from a claim to what it builds on, foundations on the left; this claim is ringed. Human literature enters as registered claims (squares).
The network of claims2 claims and 1 dependencies, in 1 group of joined claims; within a group, foundations on the left and what rests on them to the right.2 claims, 1 step deep, Materials ScienceThe extension is shown to provide a large increase in accuracy relative to the linear form, while incurring only a mode… takes its method from We demonstrate that certain widely used descriptors that initially look quite different are specific cases of a general… (identified in the literature)The extension is shown to provide a large increase in accuracy relative to the linear form, while incurring only a mode…: unchecked, credence 0.55, stakes 7.8The extension is…We demonstrate that certain widely used descriptors that initially look quite different are specific cases of a general…: unchecked, credence 0.55, stakes 13.9, reliance 5.0We demonstrate that…

● 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 13.9 the claim it is drawn around

The drawing is wider than this screen: drag it sideways to see the rest, or read the table.

Every claim drawn, as a table
ClaimStatusCheckableCredenceUseStakesRests on
The extension is shown to provide a large increase in accuracy relative to the linear form, while incurring only a mode…○ uncheckedyes0.5507.8We demonstrate that certain widely used descriptors that initially look quite different are specific cases of a general…
We demonstrate that certain widely used descriptors that initially look quite different are specific cases of a general…○ uncheckedyes0.55013.9—

See its whole group in the network, where it can be filtered and sized.

Step by step

WhereStatusClaimCredence
1 step belowuncheckedWe demonstrate that certain widely used descriptors that initially look quite different are specific cases of a general approach, in which a finite set of basi…this claim takes its method from it, as the citing paper says · human literature · ext:9af38a499678c7690.55
this claimuncheckedThe extension is shown to provide a large increase in accuracy relative to the linear form, while incurring only a modest increase in computational cost.human literature · ext:1d4aaf51c14fee6f0.55

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