Scandiumlabs commited on
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1 Parent(s): c93d086

Publish audit summary, defect flags, and entry audit flags

Browse files
.gitattributes CHANGED
@@ -6,3 +6,5 @@ battery_subset_v3.json filter=lfs diff=lfs merge=lfs -text
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  entries_final_v3.json filter=lfs diff=lfs merge=lfs -text
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  dataset/entries_v3.parquet filter=lfs diff=lfs merge=lfs -text
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  dataset/entries_v4_typed.parquet filter=lfs diff=lfs merge=lfs -text
 
 
 
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  entries_final_v3.json filter=lfs diff=lfs merge=lfs -text
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  dataset/entries_v3.parquet filter=lfs diff=lfs merge=lfs -text
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  dataset/entries_v4_typed.parquet filter=lfs diff=lfs merge=lfs -text
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+ audit/entry_audit_flags.json filter=lfs diff=lfs merge=lfs -text
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+ audit/entry_defect_flags.json filter=lfs diff=lfs merge=lfs -text
audit/REPOSITORY_AUDIT.md CHANGED
@@ -99,8 +99,8 @@
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  📁 evaluate.py
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  📁 results_mean_baseline_20260721_225304.json
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  📁 results_median_baseline_20260721_225434.json
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- 📁 battery_subset_v3.json
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- 📁 electrolyte_subset_v3.json
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  📁 entries_final_v3.json
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  📁 chemistry_held_out.json
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  📁 composition_held_out.json
 
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  📁 evaluate.py
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  📁 results_mean_baseline_20260721_225304.json
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  📁 results_median_baseline_20260721_225434.json
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+ 📁 battery_candidate_subset_v1.json
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+ 📁 solid_electrolyte_candidate_subset_v1.json
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  📁 entries_final_v3.json
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  📁 chemistry_held_out.json
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  📁 composition_held_out.json
audit/audit_summary.json ADDED
@@ -0,0 +1,138 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "v1.0.0",
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+ "generated_at": "2026-07-25T00:00:00Z",
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+ "phases": {
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+ "phase1_raw_data": {
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+ "focus": "Raw data integrity",
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+ "critical_findings": 1,
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+ "high_findings": 0,
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+ "details": {
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+ "jarvis_eah_missing": "JARVIS-DFT does not compute energy_above_hull; resolved via internal convex hull"
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+ }
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+ },
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+ "phase2_structure": {
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+ "focus": "Structure validity",
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+ "critical_findings": 0,
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+ "high_findings": 1,
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+ "details": {
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+ "single_atom_entries": {
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+ "count": 38,
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+ "entries_affected": "38 OQMD single-atom structures",
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+ "resolution": "Flagged but retained"
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+ }
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+ }
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+ },
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+ "phase3_property": {
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+ "focus": "Property plausibility",
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+ "critical_findings": 3,
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+ "high_findings": 1,
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+ "details": {
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+ "fe_outliers_gt_5": {
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+ "count": 42,
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+ "max": 45.17,
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+ "tier_isolation": "Zero in Gold tier",
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+ "resolution": "Tier-isolated via G10 (quality >= 80)"
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+ },
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+ "eah_outliers_gt_5": {
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+ "count": 87,
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+ "max": 47.03,
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+ "tier_isolation": "Zero in Gold tier",
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+ "resolution": "Tier-isolated via G10"
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+ },
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+ "jarvis_eah_null": {
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+ "count": 25673,
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+ "percent": 100,
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+ "resolution": "Now 96.5% coverage via internal hull in v1.0.0-rc2"
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+ }
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+ }
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+ },
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+ "phase4_duplicate": {
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+ "focus": "Duplicate analysis",
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+ "critical_findings": 0,
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+ "high_findings": 0,
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+ "details": {
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+ "total_duplicates_removed": 31997,
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+ "duplicate_groups": 21140,
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+ "three_way_overlap": {
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+ "mp_jarvis": 11741,
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+ "jarvis_oqmd": 339,
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+ "mp_oqmd": 225,
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+ "all_three": 195
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+ }
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+ }
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+ },
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+ "phase5_repair": {
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+ "focus": "Repair verification",
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+ "critical_findings": 0,
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+ "high_findings": 0,
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+ "details": {
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+ "coordinate_artifacts": {
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+ "entries": 171780,
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+ "source": "OQMD",
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+ "method": "structure_json overwrite",
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+ "confidence": "High"
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+ },
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+ "space_group_symmetry": {
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+ "entries": 171764,
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+ "source": "OQMD",
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+ "method": "spglib (11 workers)",
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+ "confidence": "High"
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+ },
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+ "volume_zero_to_computed": {
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+ "entries": 73480,
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+ "method": "Lattice vector cross product",
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+ "confidence": "High"
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+ },
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+ "density_zero_to_computed": {
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+ "entries": 47807,
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+ "source": "OQMD",
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+ "method": "Atomic mass / volume",
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+ "confidence": "High"
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+ }
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+ }
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+ },
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+ "phase6_quality": {
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+ "focus": "Quality calibration",
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+ "critical_findings": 0,
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+ "high_findings": 1,
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+ "details": {
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+ "mp_oqmd_score_bias": {
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+ "mp_mean": 87.4,
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+ "oqmd_mean": 73.2,
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+ "root_cause": "MP uses finer computational parameters",
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+ "mitigation": "Score calibration is consistent per-source"
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+ }
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+ }
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+ },
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+ "phase7_scientific": {
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+ "focus": "Scientific distributions",
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+ "critical_findings": 0,
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+ "high_findings": 0,
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+ "details": {
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+ "fe_mean": -0.578,
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+ "fe_median": -0.196,
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+ "eah_mean": 0.386,
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+ "bg_metals_pct": 74.1,
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+ "bg_wide_gap_pct": 4.0
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+ }
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+ },
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+ "phase8_metadata": {
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+ "focus": "Metadata completeness",
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+ "critical_findings": 0,
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+ "high_findings": 0,
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+ "details": {
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+ "tier_distribution": {
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+ "gold": 96242,
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+ "validated": 140382,
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+ "raw": 30108,
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+ "experimental_gold": 498
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+ }
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+ }
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+ }
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+ },
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+ "total_checks": 78,
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+ "total_critical": 4,
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+ "total_high": 3,
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+ "all_critical_tier_isolated": true,
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+ "zero_critical_in_gold": true
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+ }
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