Claims

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As of snapshot 27745 under ledger-default@0.3.0.

Claim	Type	Assessment	Score	Review checks	References
Embedding a well-log-based sweet-spot index as a geological prior in an attention-gated KG-SE-ResNet18 model improved reservoir-type classification accuracy from 86.95% to 89.28% in the Jiyuan Oilfield case study.	QUANTITATIVE	Supported	0.9734	1 of 4	121
In a 12-cored-well case study from the Chang 8 Member of China's Jiyuan Oilfield, an SE-ResNet18 well-log model achieved R² 0.86 and RMSE 0.287 mD for tight-sandstone permeability regression.	QUANTITATIVE	Supported	0.8581	1 of 4	111