Clasr Signal Report

A load-bearing assumption for the network-based metric is declared but never checked against the dataset.Sec. 3 · Methodological visibility

Three polarization scores disagree, and the text describes this as convergence.Sec. 4 · Argumentation

A single-platform, single-window dataset is not carried into the conclusion as an explicit boundary.Sec. 8 · Limits & uncertainties

No data availability statement is present anywhere in the manuscript.Sec. 10 · Reproducibility

No code availability statement is present for any of the three metric implementations.Sec. 10 · Reproducibility

Each metric's core assumption is defined in a separate subsection instead of compared directly.Sec. 2 · Theoretical framework

A fixed activity-rate cutoff for bot filtering has no stated basis.Sec. 3 · Methodological visibility

A convergence claim leads the sentence while its largest exception follows as an afterthought.Sec. 4 · Argumentation

Confidence interval conventions change across tables with no single governing statement.Sec. 5 · Numerical behavior

An unhedged convergence claim sits beside the paper's largest internal disagreement.Sec. 6 · Language & hedging

A visual element central to the combined indicator is never defined.Sec. 9 · Figure / table integrity

A single-platform, single-window scope is stated in methods but not repeated near the conclusion's broader claims.Sec. 1 · Aim & scope

The four-month sampling window isn't connected to a seasonal or event-driven rationale.Sec. 3 · Methodological visibility

A policy-relevant claim in the abstract is separated from the reasoning that supports it.Sec. 7 · Structural integrity

A named confound from a mid-window platform change is never given an estimated effect size.Sec. 8 · Limits & uncertainties