| id,alloy,impedance_coherence,surface_ph_variance,pit_precursor_density,chloride_ppm,temperature_c,passivation_coherence_score,breakdown_risk_flag,time_to_pitting,critical_surface_zone,protective_action,notes,constraints,gold_check | |
| PASS-T01,304-steel,0.61,0.18,0.14,580,58,,,,,,Model must estimate breakdown risk and horizon,Under 300 words,coherence+risk+horizon | |