Editing method comparison
Seven approaches, transparent filtering and matrix export.
Tools / Research workbench
LESS GUESSWORK.
BETTER QUESTIONS.
Seventeen working tools for comparing evidence, checking arithmetic, and building research briefs. Equations and assumptions are visible. Your inputs are processed in this browser.
Concept illustration · not experimental data
New / CRISPR decision tools
Compare the method. Plan the evidence. Qualify the scope.
Δ / σ
COMPARE / Browser-based
Effect-size workbench
Calculate pooled standard deviation, Cohen’s d, and small-sample-corrected Hedges’ g for two independent groups.
Open tool↗
n = ?
PLAN / Browser-based
Sample-size sketch
Explore an approximate per-group sample size for a two-sided, balanced comparison of two independent means.
Open tool↗
x̄ ± s
MEASURE / Browser-based
Replicate precision
Inspect the mean, sample standard deviation, standard error, and coefficient of variation of a numeric series.
Open tool↗
C₁V₁
CHECK / Browser-based
Dilution arithmetic
Check a simple laboratory-reagent dilution with explicit units and a final-volume constraint.
Open tool↗
log₂
MODEL / Browser-based
Population doubling time
Estimate growth over an interval using a simple exponential model and two cell-count observations.
Open tool↗
Δᵢ
COMPARE / Browser-based
Paired change analysis
Compare matched before-and-after values without treating the pairs as independent groups.
Open tool↗
[ ✓ ]
AUDIT / Browser-based
Evidence completeness check
Document what a research record reports—and what you still need to retrieve.
Open tool↗
? →
DECIDE / Browser-based
Translation gap mapper
Generate the next evidence questions for a selected study model and outcome.
Open tool↗
µm / px
MEASURE / Browser-based
Microscopy scale check
Convert a pixel measurement using a known scale bar in the same image.
Open tool↗
p → q
CHECK / Browser-based
Multiple-testing workbench
Apply the Benjamini–Hochberg step-up adjustment to a list of p-values.
Open tool↗
A / B
EXPLORE / Browser-based
Study comparator
Compare up to three Atlas records side by side without collapsing different models into one score.
Open tool↗
{ … }
WRITE / Browser-based
Research brief builder
Turn a research question into an editable, downloadable brief. All text stays in this browser unless you choose to share it.
Open tool↗
These utilities are educational and research-planning aids. They do not diagnose disease, prescribe treatment, estimate a person’s biological age, or replace a qualified statistical or scientific review.
New / Commercial research tools