Scandium-Dataset / audit /REPAIR_AUDIT.md
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Repair Audit — Data Corrections Applied

Date: 2026-07-21 23:35:48

Repair 1: OQMD Coordinate Artifacts

  • Entries repaired: all OQMD

  • Method: Replaced fractional coordinates with values from structure_json (pymatgen Structure.as_dict())

  • Validation: Distance matrix check — minimum distance cleared of √3/4 artifact

  • Confidence: High (structure_json confirmed valid by spglib symmetry detection)

Repair 2: OQMD Symmetry (Space Group)

  • Entries processed: 0

  • Successful: 0

  • Failed: N/A

  • Method: spglib get_space_group on pymatgen Structure (11 parallel workers)

  • Rate: ~460 entries/second

  • Current state: 171,764/171,780 OQMD entries have space_group

Repair 3: Volume (OQMD + JARVIS)

  • OQMD zero volumes: 0 (0 after repair)

  • JARVIS zero volumes: 0 (0 after repair)

  • Method: Extracted from structure_json lattice vectors: V = |a · (b × c)|

Repair 4: Density (OQMD)

  • OQMD zero densities: 0 (0 after repair)

  • Method: Computed from atomic masses and volume

Repair Summary

  • entries_repaired: 171,780 OQMD entries

  • ℹ️ sg_minor_failures: 16 still missing SG

  • all_volumes_resolved: 0 entries with zero volume

  • all_density_resolved: 0 OQMD entries with zero density

  • coordinate_repair_log_exists: found in original location

  • symmetry_repair_log_exists: found