Datasets:

ClarusC64
/

materials-passivation-layer-breakdown-mapping-v0.1

id string	alloy string	impedance_coherence float64	surface_ph_variance float64	pit_precursor_density float64	chloride_ppm int64	temperature_c int64	passivation_coherence_score float64	breakdown_risk_flag int64	time_to_pitting int64	critical_surface_zone string	protective_action string	notes string	constraints string	gold_check string
PASS-001	316L	0.91	0.05	0.02	200	40	0.89	0	480	none	monitor only	Stable passivation	Under 300 words	coherence+risk+horizon
PASS-002	duplex-steel	0.74	0.12	0.09	450	55	0.71	0	220	localized pit cluster	coating reinforcement	Early drift	Under 300 words	coherence+risk+horizon
PASS-003	304-steel	0.58	0.22	0.18	620	60	0.55	1	90	grain boundary	reduce chloride	Passivation weakening	Under 300 words	coherence+risk+horizon
PASS-004	nickel-alloy	0.83	0.09	0.05	300	48	0.82	0	360	none	monitor only	Healthy system	Under 300 words	coherence+risk+horizon
PASS-005	marine-alloy	0.46	0.31	0.27	800	62	0.43	1	35	outer surface	immediate washdown	Critical drift	Under 300 words	coherence+risk+horizon
PASS-006	titanium-alloy	0.88	0.07	0.03	150	38	0.86	0	410	none	monitor only	Stable	Under 300 words	coherence+risk+horizon