v21 evidence-upgrade figure validation PASS H1 eligible target denominator PASS H2 unique targets PASS H2 five balanced folds PASS Safe external feature count PASS Primary reliability strata PASS scGPT denominator PASS GEARS denominator PASS PDF font embedding mode PASS SVG text preserved Visual QC artifacts: - figure3_and_s13_v21_combined_preview.png - figure3_and_s13_v21_grayscale_qc.png Interpretive guardrails: - Full unique-target OOF coverage does not imply external-context validation. - The train-mean improvement is small and has no adjusted reliability moderation. - GEARS coverage is non-exchangeable for two audited availability variables. - Guide-pair reliability remains exploratory (n=133).