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Stage 2: Sw Validation (All Formations, Data-Discovered)

Same Sw validation as the main Stage 2 card, but over formations discovered directly from the data instead of the fixed 10 -- so real, known pay sitting outside that original list (like well 9/09a- 11's Beryl Formation gas shows) now actually gets checked. Requires the 'Rw Calibration (All Formations)' card to have been run first -- this reads the Rw values that card saves.

What "accuracy" means here: Same caveat as the main Sw Validation card: "hydrocarbon-bearing" means WellStrat's own recorded per-interval flag, not an independently verified test result. The formation list here is discovered from the data, not hand-picked, so results are not directly comparable well-for-well to the original 10-formation card -- this one simply covers more ground.

min wells
10
total samples
3027276
qualifying wells
2138
formations covered
208
own well sample pct
68.7
formations discovered
224
best f1 threshold overall
0.6

Last run: 2026-08-01 18:49:42 UTC

How this result was generated

graph TD discover["Find Every Formation With
Enough Qualifying Wells"] sand["Predicted-Sand Depths Only"] rw["Look Up Rw (from the
All-Formations Rw card)"] sw["Compute Sw (Archie's Equation)"] truth["Was This Depth Already Flagged
Hydrocarbon-Bearing?"] compare["Compare Low-Sw Calls
Against That Flag"] discover --> sand --> rw --> sw --> compare truth --> compare

Hover a step for a plain-language explanation.