simcal_report — SIMCAL report op

• Data kinds: calresult → table

• Call: import fullseye as fs; fs.ledger.simcal_report(result=None) -> 'dict' (to call the implementation directly, import simcalcheck; simcalcheck.simcal_report(result=None) -> 'dict'; from the registry, opssimcal.get("simcal_report"))

Usage

One table of a calibration: each knob's value, unit, interval and class, the gates, and the reasons for refusals.

rows — one dict per knob (knob, unit, scale, value or None, std, interval from the uncertainty or the profile, class = estimated / fixed / undetermined with reason); combos — determined combinations; gates — every check that was run with pass/fail; errors — train / holdout / locked reduced chi^2; text — the same as plain lines. Reports what is there: a check that was not run is listed as not run, never as passed.

Detailed usage guide

• sim_to_real_calibration family guide

References (sample data, literature)

• Sample-data catalog (download URLs / licences) — 2-D uses skimage.data (BSD/public domain) plus synthetic images; 3-D lists download URLs for real data sources (Stanford, PDS, …).

• Operator provenance and references — the sources of the research/methods this op family came from.

• The canonical algorithm (author, year) and its uses are named in the family usage guide above.

Runnable examples (verified samples that actually call this op)

• poc_simcal_thin_film — py -3.11 examples/poc_simcal_thin_film.py

• simcal_checks_tour — py -3.11 examples/simcal_checks_tour.py

Ops the type connects to (they accept table as input)

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Same category (report)

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*Provenance: simcalcheck.py — SIMCAL operator registry. This per-op note is generated by tools/opdocs.py md (do not hand-edit).*

© 2026 Kazufumi Furuse — Fullseye operator documentation. Licensed under Apache-2.0.