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BZJZ_Material/文档润色流和知识库构建流/claude-scholar/skills/publication-chart-skill/examples/03-calibration-evaluation-figure.md
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Example 3 — Calibration / evaluation figure

User-style prompt

I need a publication-quality evaluation figure showing whether my predicted probabilities are calibrated.

Expected skill interpretation

  • artifact: figure
  • maturity: publication-ready generation
  • structure: single panel
  • goal: diagnostic evaluation, not generic trend plotting

Preferred route

  • primary tool: pubfig
  • likely family: calibration
  • related alternatives: ROC / PR only if the scientific question changes

Minimum acceptable output shape

  • explain why calibration is the right diagnostic form
  • provide minimal runnable code
  • export to PDF or SVG
  • include QA on labels, reference lines, and downscaled readability