2026-03-27 B2.xlsx

Evidence overview

One sample, linked to its full context

This record preserves the published source signal and applies the dataset's staff-approved normalization policy on demand. Control overlays are shown by default when compatible controls exist.

Organism: Staphylococcus aureus subsp. aureus
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus aureus subsp. aureus | Run: 2026-03-27 inc4 | Role: sample

Public scientific provenance

The public record includes the dataset, run, medium, sample role, published inclusion and preprocessing context, channel design, manufacturer, and platform. Physical sensor IDs, internal array IDs, private manufacturing fields, file paths, and review notes remain protected.

View run and inclusion details

Run and Inclusion Provenance

Run folder	2026-03-27 inc4	Run date	2026-03-27
Media	LB	Incubator	inc4
Well file	2026-03-27 B2.xlsx	Well ID	B2
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 29213	Preprocessing	good_data_r0_90_120
Baseline window	90-120 minutes	Feature window	120-2520 minutes

View sensor and manufacturing details

Sensor and Manufacturing Provenance

Channel	Paper label	Manufacturer
LW60	Mapping not established	Not specified
LW61	Mapping not established	Not specified
LW62	Mapping not established	Not specified
LW63	Mapping not established	Not specified
LW64	Mapping not established	Not specified
LW65	Mapping not established	Not specified

View derived sensor features

Sensor Features

Sensor	Feature	Value	Window
LW60	auc_norm	7.12289	2.0-42.0 h
LW60	end_norm	0.26243	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.26243	2.0-42.0 h
LW60	max_norm	0.26243	2.0-42.0 h
LW60	min_norm	0.00623	2.0-42.0 h
LW60	pct_abnormal_rows	0.00000	2.0-42.0 h
LW60	pct_missing_norm	0.00000	2.0-42.0 h
LW60	pct_saturated_rows	0.00000	2.0-42.0 h
LW60	slope_norm	0.00531	2.0-42.0 h
LW61	auc_norm	11.50892	2.0-42.0 h
LW61	end_norm	0.37558	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.37558	2.0-42.0 h
LW61	max_norm	0.37558	2.0-42.0 h
LW61	min_norm	0.01985	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.00000	2.0-42.0 h
LW61	pct_saturated_rows	0.00000	2.0-42.0 h
LW61	slope_norm	0.00586	2.0-42.0 h
LW62	auc_norm		2.0-42.0 h
LW62	end_norm		2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm		2.0-42.0 h
LW62	max_norm		2.0-42.0 h
LW62	min_norm		2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.42199	2.0-42.0 h
LW62	slope_norm		2.0-42.0 h
LW63	auc_norm		2.0-42.0 h
LW63	end_norm		2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm		2.0-42.0 h
LW63	max_norm		2.0-42.0 h
LW63	min_norm		2.0-42.0 h
LW63	pct_abnormal_rows	0.09336	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.03900	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-5.92266	2.0-42.0 h
LW64	end_norm	-0.17624	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.18592	2.0-42.0 h
LW64	max_norm	-0.00759	2.0-42.0 h
LW64	min_norm	-0.18592	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.00000	2.0-42.0 h
LW64	pct_saturated_rows	0.00000	2.0-42.0 h
LW64	slope_norm	-0.00256	2.0-42.0 h
LW65	auc_norm	8.32560	2.0-42.0 h
LW65	end_norm	0.29134	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.29160	2.0-42.0 h
LW65	max_norm	0.29160	2.0-42.0 h
LW65	min_norm	0.01026	2.0-42.0 h
LW65	pct_abnormal_rows	0.00000	2.0-42.0 h
LW65	pct_missing_norm	0.00000	2.0-42.0 h
LW65	pct_saturated_rows	0.00000	2.0-42.0 h
LW65	slope_norm	0.00564	2.0-42.0 h

Staff-approved calculation

Normalization Policy

The normalized plot is calculated on demand with the policy saved for this dataset. Visitors may choose channels and control visibility, but only authorized staff can change the scientific calculation. Stored source measurements are never overwritten.

Saved dataset policy

Stored max-absolute-scaled response

Uses clean resistance and a mean baseline from 0.3 to 1 hours, then divides the signed baseline-relative response by the maximum absolute value of its sample-by-sensor trace. Values are dimensionless and bounded from -1 to 1. This policy applies to every public normalized view of LB-v0.

x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace

Source: Clean signal · Baseline: Mean 0.30–1 h · Calculated from 522 source points

Control overlay: mean of 8 control samples matched from the same dataset batch. Dashed lines are controls; solid lines are this sample.

View per-sensor baseline diagnostics and readiness

Per-Sensor Baseline Diagnostics

Ready means the selected source has enough valid baseline points for this strategy. A warning explains why a channel could not be calculated.

Sensor	Baseline points	Center	Standard deviation	Status
LW60	5	5783.45091	187.59503	Ready
LW65	5	8695.64545	334.71196	Ready

Compare every normalization strategy

Stored max-absolute-scaled response

x = (clean signal - mean R0) / abs(mean R0); y = x / max(|x|), per sample and sensor trace

Calculates a signed response from the approved baseline window, then preserves its sign and shape while scaling each trace to the interval [-1, 1].

Use with care: Because each trace is scaled independently, response magnitude cannot be compared between samples or sensor channels.

Imported baseline-normalized

Use the normalized value supplied with the published dataset

Reproduces the source dataset's stored response without recalculating a baseline.

Use with care: The source pipeline and baseline definition may differ between datasets; inspect dataset provenance before comparing values.

Source signal (no normalization)

y = raw or clean signal

Shows the selected source measurement as stored, with no baseline transformation.

Use with care: Absolute sensor levels can differ across channels and arrays, so magnitude alone is not a cross-sensor comparison.

Absolute baseline-relative change

|ΔR/R₀| = |R(t) − R₀| / |R₀|

Reports the size of change from the baseline while ignoring direction.

Use with care: A missing or near-zero baseline cannot produce a stable value.

Signed baseline-relative change

ΔR/R₀ = (R(t) − R₀) / |R₀|

Preserves whether the signal rises or falls relative to the baseline.

Use with care: A missing or near-zero baseline cannot produce a stable value.

Baseline ratio

R(t) / R₀

Expresses each measurement as a multiple of its baseline level.

Use with care: Ratios become unstable when the baseline is close to zero.

Baseline z-score

z = (R(t) − center(R₀)) / sd(R₀)

Expresses change in units of baseline variability for that sensor.

Use with care: Requires at least two variable baseline observations.

Raw Signal Plot

Immutable source signal

Direct resistance evidence before normalization.

Line pattern identifies channel and control role; color is supplementary.

X: elapsed time (hours), linear scaleY: raw resistance (Ω), linear scale

Channel and role	Visual style	Elapsed time range	Raw resistance range
LW60	Solid sample line	0.00–67.83 h	3949.45–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	3949.45–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	3949.45–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	3949.45–48539.60 Ω

Configured Normalized Time-Series Plot

On-demand normalized signal

Stored max-absolute-scaled response; stored raw measurements are unchanged.

Line pattern identifies channel and control role; color is supplementary.

X: elapsed time (hours), linear scaleY: Max-absolute-scaled response (dimensionless), linear scale

Channel and role	Visual style	Elapsed time range	Max-absolute-scaled response range
LW60	Solid sample line	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–1.00000 dimensionless

Selected-Sensor Time-Series Preview

The displayed value follows the selected strategy. Imported and source values remain available for provenance.

View 160 selected-sensor source values

Sensor	Elapsed h	Displayed value	Imported normalized	R0	Raw	Clean	Baseline valid
LW60	0.00	-0.91812	-0.91812	6145.30	3949.45	3949.45	True
LW60	0.17	-0.26505	-0.26505	6145.30	5254.00	5254.00	True
LW60	0.33	-0.13504	-0.13504	6145.30	5513.70	5513.70	True
LW60	0.50	-0.04914	-0.04914	6145.30	5685.30	5685.30	True
LW60	0.67	0.01810	0.01810	6145.30	5819.60	5819.60	True
LW60	0.83	0.06708	0.06708	6145.30	5917.45	5917.45	True
LW60	1.00	0.09900	0.09900	6145.30	5981.20	5981.20	True
LW60	1.17	0.12267	0.12267	6145.30	6028.50	6028.50	True
LW60	1.33	0.13965	0.13965	6145.30	6062.40	6062.40	True
LW60	1.50	0.15872	0.15872	6145.30	6100.50	6100.50	True
LW60	1.67	0.17329	0.17329	6145.30	6129.60	6129.60	True
LW60	1.83	0.18901	0.18901	6145.30	6161.00	6161.00	True
LW60	2.00	0.20032	0.20032	6145.30	6183.60	6183.60	True
LW60	2.17	0.21173	0.21173	6145.30	6206.40	6206.40	True
LW60	2.33	0.22054	0.22054	6145.30	6224.00	6224.00	True
LW60	2.50	0.22976	0.22976	6145.30	6242.40	6242.40	True
LW60	2.67	0.23536	0.23536	6145.30	6253.60	6253.60	True
LW60	2.83	0.24207	0.24207	6145.30	6267.00	6267.00	True
LW60	3.00	0.24422	0.24422	6145.30	6271.30	6271.30	True
LW60	3.17	0.25344	0.25344	6145.30	6289.70	6289.70	True
LW60	3.33	0.25574	0.25574	6145.30	6294.30	6294.30	True
LW60	3.50	0.26380	0.26380	6145.30	6310.40	6310.40	True
LW60	3.67	0.27051	0.27051	6145.30	6323.80	6323.80	True
LW60	3.83	0.27711	0.27711	6145.30	6337.00	6337.00	True
LW60	4.00	0.28287	0.28287	6145.30	6348.50	6348.50	True
LW60	4.17	0.28863	0.28863	6145.30	6360.00	6360.00	True
LW60	4.33	0.29634	0.29634	6145.30	6375.40	6375.40	True
LW60	4.50	0.30655	0.30655	6145.30	6395.80	6395.80	True
LW60	4.67	0.31691	0.31691	6145.30	6416.50	6416.50	True
LW60	4.83	0.32667	0.32667	6145.30	6436.00	6436.00	True
LW60	5.00	0.33944	0.33944	6145.30	6461.50	6461.50	True
LW60	5.17	0.34865	0.34865	6145.30	6479.90	6479.90	True
LW60	5.33	0.35781	0.35781	6145.30	6498.20	6498.20	True
LW60	5.50	0.37003	0.37003	6145.30	6522.60	6522.60	True
LW60	5.67	0.37924	0.37924	6145.30	6541.00	6541.00	True
LW60	5.83	0.38866	0.38866	6145.30	6559.82	6559.82	True
LW60	6.00	0.39536	0.39536	6145.30	6573.20	6573.20	True
LW60	6.17	0.40227	0.40227	6145.30	6587.00	6587.00	True
LW60	6.33	0.40998	0.40998	6145.30	6602.40	6602.40	True
LW60	6.50	0.41674	0.41674	6145.30	6615.90	6615.90	True
LW60	6.67	0.42480	0.42480	6145.30	6632.00	6632.00	True
LW60	6.83	0.42898	0.42898	6145.30	6640.36	6640.36	True
LW60	7.00	0.43631	0.43631	6145.30	6655.00	6655.00	True
LW60	7.17	0.44552	0.44552	6145.30	6673.40	6673.40	True
LW60	7.33	0.45003	0.45003	6145.30	6682.40	6682.40	True
LW60	7.50	0.45774	0.45774	6145.30	6697.80	6697.80	True
LW60	7.67	0.45884	0.45884	6145.30	6700.00	6700.00	True
LW60	7.83	0.47035	0.47035	6145.30	6723.00	6723.00	True
LW60	8.00	0.47611	0.47611	6145.30	6734.50	6734.50	True
LW60	8.17	0.48187	0.48187	6145.30	6746.00	6746.00	True
LW60	8.33	0.48762	0.48762	6145.30	6757.50	6757.50	True
LW60	8.50	0.49778	0.49778	6145.30	6777.80	6777.80	True
LW60	8.67	0.50439	0.50439	6145.30	6791.00	6791.00	True
LW60	8.83	0.51381	0.51381	6145.30	6809.82	6809.82	True
LW60	9.00	0.52397	0.52397	6145.30	6830.10	6830.10	True
LW60	9.17	0.52857	0.52857	6145.30	6839.30	6839.30	True
LW60	9.33	0.53663	0.53663	6145.30	6855.40	6855.40	True
LW60	9.50	0.54815	0.54815	6145.30	6878.40	6878.40	True
LW60	9.67	0.55275	0.55275	6145.30	6887.60	6887.60	True
LW60	9.83	0.56196	0.56196	6145.30	6906.00	6906.00	True
LW60	10.00	0.57413	0.57413	6145.30	6930.30	6930.30	True
LW60	10.17	0.58564	0.58564	6145.30	6953.30	6953.30	True
LW60	10.33	0.59370	0.59370	6145.30	6969.40	6969.40	True
LW60	10.50	0.60061	0.60061	6145.30	6983.20	6983.20	True
LW60	10.67	0.60752	0.60752	6145.30	6997.00	6997.00	True
LW60	10.83	0.61799	0.61799	6145.30	7017.91	7017.91	True
LW60	11.00	0.62479	0.62479	6145.30	7031.50	7031.50	True
LW60	11.17	0.63055	0.63055	6145.30	7043.00	7043.00	True
LW60	11.33	0.63400	0.63400	6145.30	7049.90	7049.90	True
LW60	11.50	0.64206	0.64206	6145.30	7066.00	7066.00	True
LW60	11.67	0.64206	0.64206	6145.30	7066.00	7066.00	True
LW60	11.83	0.64834	0.64834	6145.30	7078.55	7078.55	True
LW60	12.00	0.65358	0.65358	6145.30	7089.00	7089.00	True
LW60	12.17	0.65358	0.65358	6145.30	7089.00	7089.00	True
LW60	12.33	0.65358	0.65358	6145.30	7089.00	7089.00	True
LW60	12.50	0.65933	0.65933	6145.30	7100.50	7100.50	True
LW60	12.67	0.66509	0.66509	6145.30	7112.00	7112.00	True
LW60	12.83	0.66509	0.66509	6145.30	7112.00	7112.00	True
LW60	13.00	0.66509	0.66509	6145.30	7112.00	7112.00	True
LW60	13.17	0.67200	0.67200	6145.30	7125.80	7125.80	True
LW65	0.00	-0.83547	-0.83547	9408.45	5795.09	5795.09	True
LW65	0.17	-0.28664	-0.28664	9408.45	7700.50	7700.50	True
LW65	0.33	-0.13700	-0.13700	9408.45	8220.00	8220.00	True
LW65	0.50	-0.05042	-0.05042	9408.45	8520.60	8520.60	True
LW65	0.67	0.01485	0.01485	9408.45	8747.20	8747.20	True
LW65	0.83	0.06685	0.06685	9408.45	8927.73	8927.73	True
LW65	1.00	0.10573	0.10573	9408.45	9062.70	9062.70	True
LW65	1.17	0.13318	0.13318	9408.45	9158.00	9158.00	True
LW65	1.33	0.15026	0.15026	9408.45	9217.30	9217.30	True
LW65	1.50	0.17229	0.17229	9408.45	9293.80	9293.80	True
LW65	1.67	0.19510	0.19510	9408.45	9373.00	9373.00	True
LW65	1.83	0.21553	0.21553	9408.45	9443.91	9443.91	True
LW65	2.00	0.23313	0.23313	9408.45	9505.00	9505.00	True
LW65	2.17	0.24764	0.24764	9408.45	9555.40	9555.40	True
LW65	2.33	0.26009	0.26009	9408.45	9598.60	9598.60	True
LW65	2.50	0.27253	0.27253	9408.45	9641.80	9641.80	True
LW65	2.67	0.28359	0.28359	9408.45	9680.20	9680.20	True
LW65	2.83	0.29157	0.29157	9408.45	9707.91	9707.91	True
LW65	3.00	0.30295	0.30295	9408.45	9747.40	9747.40	True
LW65	3.17	0.31193	0.31193	9408.45	9778.60	9778.60	True
LW65	3.33	0.32023	0.32023	9408.45	9807.40	9807.40	True
LW65	3.50	0.32852	0.32852	9408.45	9836.20	9836.20	True
LW65	3.67	0.33544	0.33544	9408.45	9860.20	9860.20	True
LW65	3.83	0.34397	0.34397	9408.45	9889.82	9889.82	True
LW65	4.00	0.35439	0.35439	9408.45	9926.00	9926.00	True
LW65	4.17	0.36199	0.36199	9408.45	9952.40	9952.40	True
LW65	4.33	0.36822	0.36822	9408.45	9974.00	9974.00	True
LW65	4.50	0.37815	0.37815	9408.45	10008.50	10008.50	True
LW65	4.67	0.38648	0.38648	9408.45	10037.40	10037.40	True
LW65	4.83	0.39458	0.39458	9408.45	10065.55	10065.55	True
LW65	5.00	0.40514	0.40514	9408.45	10102.20	10102.20	True
LW65	5.17	0.41439	0.41439	9408.45	10134.30	10134.30	True
LW65	5.33	0.42271	0.42271	9408.45	10163.20	10163.20	True
LW65	5.50	0.43308	0.43308	9408.45	10199.20	10199.20	True
LW65	5.67	0.44164	0.44164	9408.45	10228.90	10228.90	True
LW65	5.83	0.44795	0.44795	9408.45	10250.82	10250.82	True
LW65	6.00	0.45693	0.45693	9408.45	10282.00	10282.00	True
LW65	6.17	0.46408	0.46408	9408.45	10306.80	10306.80	True
LW65	6.33	0.46961	0.46961	9408.45	10326.00	10326.00	True
LW65	6.50	0.47796	0.47796	9408.45	10355.00	10355.00	True
LW65	6.67	0.48438	0.48438	9408.45	10377.30	10377.30	True
LW65	6.83	0.49000	0.49000	9408.45	10396.82	10396.82	True
LW65	7.00	0.49783	0.49783	9408.45	10424.00	10424.00	True
LW65	7.17	0.50405	0.50405	9408.45	10445.60	10445.60	True
LW65	7.33	0.51238	0.51238	9408.45	10474.50	10474.50	True
LW65	7.50	0.51814	0.51814	9408.45	10494.50	10494.50	True
LW65	7.67	0.52508	0.52508	9408.45	10518.60	10518.60	True
LW65	7.83	0.52970	0.52970	9408.45	10534.64	10534.64	True
LW65	8.00	0.53574	0.53574	9408.45	10555.60	10555.60	True
LW65	8.17	0.54349	0.54349	9408.45	10582.50	10582.50	True
LW65	8.33	0.54985	0.54985	9408.45	10604.60	10604.60	True
LW65	8.50	0.55677	0.55677	9408.45	10628.60	10628.60	True
LW65	8.67	0.56235	0.56235	9408.45	10648.00	10648.00	True
LW65	8.83	0.56874	0.56874	9408.45	10670.18	10670.18	True
LW65	9.00	0.57434	0.57434	9408.45	10689.60	10689.60	True
LW65	9.17	0.58223	0.58223	9408.45	10717.00	10717.00	True
LW65	9.33	0.58638	0.58638	9408.45	10731.40	10731.40	True
LW65	9.50	0.59346	0.59346	9408.45	10756.00	10756.00	True
LW65	9.67	0.60138	0.60138	9408.45	10783.50	10783.50	True
LW65	9.83	0.60857	0.60857	9408.45	10808.45	10808.45	True
LW65	10.00	0.61547	0.61547	9408.45	10832.40	10832.40	True
LW65	10.17	0.62529	0.62529	9408.45	10866.50	10866.50	True
LW65	10.33	0.63243	0.63243	9408.45	10891.30	10891.30	True
LW65	10.50	0.63868	0.63868	9408.45	10913.00	10913.00	True
LW65	10.67	0.64517	0.64517	9408.45	10935.50	10935.50	True
LW65	10.83	0.65178	0.65178	9408.45	10958.45	10958.45	True
LW65	11.00	0.65654	0.65654	9408.45	10975.00	10975.00	True
LW65	11.17	0.66216	0.66216	9408.45	10994.50	10994.50	True
LW65	11.33	0.66936	0.66936	9408.45	11019.50	11019.50	True
LW65	11.50	0.67440	0.67440	9408.45	11037.00	11037.00	True
LW65	11.67	0.67855	0.67855	9408.45	11051.40	11051.40	True
LW65	11.83	0.68069	0.68069	9408.45	11058.82	11058.82	True
LW65	12.00	0.68419	0.68419	9408.45	11071.00	11071.00	True
LW65	12.17	0.68851	0.68851	9408.45	11086.00	11086.00	True
LW65	12.33	0.69068	0.69068	9408.45	11093.50	11093.50	True
LW65	12.50	0.69572	0.69572	9408.45	11111.00	11111.00	True
LW65	12.67	0.69710	0.69710	9408.45	11115.80	11115.80	True
LW65	12.83	0.70074	0.70074	9408.45	11128.45	11128.45	True
LW65	13.00	0.70335	0.70335	9408.45	11137.50	11137.50	True
LW65	13.17	0.70911	0.70911	9408.45	11157.50	11157.50	True

This region contains a wide data table. Use horizontal scrolling to reveal additional columns when needed.

One sample, linked to its full context

Run and Inclusion Provenance

Sensor and Manufacturing Provenance

Sensor Features

Normalization Policy

Stored max-absolute-scaled response

Channels

Control display

Per-Sensor Baseline Diagnostics

Stored max-absolute-scaled response

Imported baseline-normalized

Source signal (no normalization)

Absolute baseline-relative change

Signed baseline-relative change

Baseline ratio

Baseline z-score

Raw Signal Plot

Immutable source signal

Configured Normalized Time-Series Plot

On-demand normalized signal

Selected-Sensor Time-Series Preview