Datasets:

ClarusC64
/

aerogel-structural-manifold-integrity-v0.1

id string	aerogel_type string	bulk_density_gcc float64	elastic_modulus_mpa int64	pore_variance_pct float64	load_cycles int64	compressive_strain_pct float64	acoustic_emission_level string	structural_coherence_score float64	manifold_distortion_rate float64	collapse_risk_flag int64	integrity_horizon_cycles int64	minimal_stabilization_plan string	notes string	constraints string	gold_checklist string
AMI-001	silica	0.12	18	6.5	120	2.1	low	0.93	0.05	0	2,000	continue monitoring; maintain load envelope	stable	<=260 words	score+distortion+flag+horizon+plan
AMI-002	silica	0.14	15	9.2	300	3.8	moderate	0.78	0.18	0	900	reduce cyclic load; reinforce support	drift	<=260 words	score+distortion+flag+horizon+plan
AMI-003	carbon	0.19	22	12.5	450	5.1	high	0.62	0.28	1	300	add lattice support; reduce compression cycles	instability	<=260 words	score+distortion+flag+horizon+plan
AMI-004	polymer	0.21	11	15.2	520	6.4	high	0.55	0.34	1	180	recast structure; add binder phase	near collapse	<=260 words	score+distortion+flag+horizon+plan
AMI-005	silica	0.1	20	5.2	80	1.5	low	0.96	0.03	0	2,500	no action; maintain conditions	healthy	<=260 words	score+distortion+flag+horizon+plan
AMI-006	carbon	0.18	17	10.8	360	4.2	moderate	0.7	0.22	0	600	reinforce edges; reduce peak strain	watch	<=260 words	score+distortion+flag+horizon+plan