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File metadata and controls

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Data card template

Copy this file into each module data folder and complete every applicable section.

Identity and rights

  • Dataset name/version:
  • Provider and stable URL/DOI:
  • Evidence class: measured / simulated / synthetic / derived:
  • License, attribution, and redistribution permission:
  • Access restrictions or embargo:

Engineering context

  • System, geometry, material/fluid, and operating regime:
  • Intended learning use and prohibited use:
  • Independent experimental/simulation unit:
  • Known validity range and important domain shifts:

Schema and acquisition

  • Files, fields, units, coordinate/time basis, and missing-value convention:
  • Sensors/camera/simulation settings, calibration, sampling rate, and synchronization:
  • Labels/annotations and label-quality process:
  • Raw-to-derived transformations and generating code:

Splits and evaluation

  • Train/validation/test rule:
  • Leakage risks and controls:
  • Instructor-held or external evaluation material:
  • Baselines, metrics, and uncertainty expectations:

Limitations

  • Sampling bias, class imbalance, noise, model-form error, and excluded conditions:
  • Privacy, confidentiality, or ethical constraints: