Datasets:

Oracle4CEG
/

OracleEconLab-Oracle-Incentives-v1

@@ -6,7 +6,7 @@ task_categories:
 - tabular-classification
 pretty_name: OracleEconLab Oracle Incentives and Accountability v1
 size_categories:
-- n<1K
 tags:
 - blockchain
 - oracle
@@ -232,3 +232,15 @@ The original 15 viewer tables above remain a small review subset. Full Atlas off
 [Executable code and commands](https://github.com/virusLuke3/Oracle4SD-Atlas/tree/fix/usable-atlas-release-20261012) verify file hashes before reconstructing common, economic and application layers. The source is a repair branch; execution reports specify validated scope. Historical source snapshots are retained, not silently relabeled as corrected outputs.
 The root Croissant file describes only the original 15 review tables. Its JSON-LD, Boolean types, immutable file links and RAI descriptions were repaired and all 15 record sets were loaded with mlcroissant 1.1.0. See review_metadata_validation.json and review_provenance.json. These checks do not establish complete historical person/agent provenance or full-Atlas coverage. This revision has no dataset DOI.

 - tabular-classification
 pretty_name: OracleEconLab Oracle Incentives and Accountability v1
 size_categories:
+- 100M<n<1B
 tags:
 - blockchain
 - oracle
 [Executable code and commands](https://github.com/virusLuke3/Oracle4SD-Atlas/tree/fix/usable-atlas-release-20261012) verify file hashes before reconstructing common, economic and application layers. The source is a repair branch; execution reports specify validated scope. Historical source snapshots are retained, not silently relabeled as corrected outputs.
 The root Croissant file describes only the original 15 review tables. Its JSON-LD, Boolean types, immutable file links and RAI descriptions were repaired and all 15 record sets were loaded with mlcroissant 1.1.0. See review_metadata_validation.json and review_provenance.json. These checks do not establish complete historical person/agent provenance or full-Atlas coverage. This revision has no dataset DOI.
+## Validated full Atlas outputs — 12 October 2026
+[Download the repaired Atlas](https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/tree/57ab1e2409652291c75f02c9e066c52011d8b4ad/atlas/releases/atlas-repaired-20261012/repaired): **95 canonical Parquet tables, 17,341,941,711 Parquet bytes**, plus one decision-prediction Parquet and execution/metadata files. The common layer has 105,588,120 records. Layers overlap and must not be added as independent observations. Data revision: `57ab1e2409652291c75f02c9e066c52011d8b4ad`. Scientific code: `6317a1b66bc6f9653b21650a7d170dc762891a31`; the preserved lineage records the earlier native build and explicit repairs.
+The reconstruction passes **50 release checks**; 27 regression tests and all nine local notebook cells also pass. Seven financial models complete 21 fits over three tasks; three decision baselines use 810 frozen observations. Financial F1/F2 use an explicitly marked random split fallback, F3 is chronological, and unavailable metrics remain null. High pooled scores are not evidence of cross-protocol generalization, independent factual truth or profitable decisions.
+The release includes [table/field documentation](https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/tree/57ab1e2409652291c75f02c9e066c52011d8b4ad/atlas/releases/atlas-repaired-20261012/repaired/metadata), [source and transformation provenance](https://huggingface.co/datasets/Oracle4CEG/OracleEconLab-Oracle-Incentives-v1/tree/57ab1e2409652291c75f02c9e066c52011d8b4ad/atlas/releases/atlas-repaired-20261012/repaired/metadata/revision_provenance.json), before/after semantic checks, timings, memory usage and full logs. All 1,789 fields have type/definition coverage; native source-reference descriptions do not establish complete historical collection or person/agent provenance. Missing timestamps and censoring remain explicit. The old 71-file inventory and its audit failures are retained separately.
+For installation, selected downloads and full reconstruction, use the [Chinese quick start](https://github.com/virusLuke3/Oracle4SD-Atlas/blob/fix/usable-atlas-release-20261012/docs/QUICKSTART_ZH.md) or [full guide](https://github.com/virusLuke3/Oracle4SD-Atlas/blob/fix/usable-atlas-release-20261012/docs/FULL_DATA.md). The downloader verifies immutable URLs, sizes and SHA-256. Frozen replay requires no wallet, paid RPC or inference service.
+The root viewer configurations and root Croissant still cover the original 15 review tables; full Atlas tables use the separately linked catalog and manifests. Archived source-registry trees preserve their upstream licenses and are not relicensed by the Dataset Card's CC BY designation. No hosted Google Colab pass, independent scientific approval or dataset DOI is claimed.

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