task-dependent threshold Sc

Critical anchoring strength above which performance flips sharply.

Neighborhood — ranked by edge-count

concept

Task-Dependent Critical Threshold (Sc)
related_to
The threshold value of S above which performance shifts abruptly; model- and layer-specific

hypothesis

artifact

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Threshold Scconcept0.832
Value of S above which performance sharply increases; varies by model, layer, and task.
critical threshold Scconcept0.820
Task-dependent value of S at which performance flips.
Threshold-like performance flips occur when anchoring strength S crosses a task-dependent critical value Sc.claim0.748
Interpretation of abrupt behavior changes.
Task-specific parameterconcept0.739
Parameter specific to each task, e.g., task head.
Energy Thresholdconcept0.720
threshold-like behaviorconcept0.719
Sharp performance changes when S crosses a critical value.
State-dependent attentionconcept0.714
Attention where selection depends on the current state of the system, enabling top-down control.
Task Difficultyconcept0.701
The paper identifies task difficulty as a key moderator: easy MMLU questions show performative CoT, hard GPQA-Diamond questions show genuine reasoning