2026-04-03 B3.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
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus aureus | Run: 2026-04-03 inc5 | 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	2026-04-03 inc5	Run date	2026-04-03
Media	LB	Incubator	inc5
Well file	2026-04-03 B3.xlsx	Well ID	B3
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	Nanobiofab holding pathogen resource	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	0.24853	2.0-42.0 h
LW60	end_norm	0.04459	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.04459	2.0-42.0 h
LW60	max_norm	0.04459	2.0-42.0 h
LW60	min_norm	-0.02691	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	0.00164	2.0-42.0 h
LW61	auc_norm	7.19304	2.0-42.0 h
LW61	end_norm	0.29235	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.29235	2.0-42.0 h
LW61	max_norm	0.29235	2.0-42.0 h
LW61	min_norm	0.01039	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	0.00681	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	1.00000	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	0.26432	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.21701	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	1.95605	2.0-42.0 h
LW64	end_norm	0.07498	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.07515	2.0-42.0 h
LW64	max_norm	0.07515	2.0-42.0 h
LW64	min_norm	0.00238	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	0.00171	2.0-42.0 h
LW65	auc_norm	2.32475	2.0-42.0 h
LW65	end_norm	0.09771	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.09771	2.0-42.0 h
LW65	max_norm	0.09771	2.0-42.0 h
LW65	min_norm	0.00438	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	0.00237	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 534 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	9362.13091	160.87323	Ready
LW65	5	8985.95455	219.76646	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	5231.72–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	5231.72–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	5231.72–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	5231.72–48539.60 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	-1.00000–0.84336 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–0.84336 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–0.84336 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–0.84336 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	-1.00000	-1.00000	9627.70	7899.73	7899.73	True
LW60	0.17	-0.29898	-0.29898	9627.70	8924.90	8924.90	True
LW60	0.33	-0.15743	-0.15743	9627.70	9131.90	9131.90	True
LW60	0.50	-0.05951	-0.05951	9627.70	9275.10	9275.10	True
LW60	0.67	0.02398	0.02398	9627.70	9397.20	9397.20	True
LW60	0.83	0.07544	0.07544	9627.70	9472.45	9472.45	True
LW60	1.00	0.11753	0.11753	9627.70	9534.00	9534.00	True
LW60	1.17	0.13544	0.13544	9627.70	9560.20	9560.20	True
LW60	1.33	0.15513	0.15513	9627.70	9589.00	9589.00	True
LW60	1.50	0.17496	0.17496	9627.70	9618.00	9618.00	True
LW60	1.67	0.18167	0.18167	9627.70	9627.80	9627.80	True
LW60	1.83	0.18734	0.18734	9627.70	9636.09	9636.09	True
LW60	2.00	0.18153	0.18153	9627.70	9627.60	9627.60	True
LW60	2.17	0.18016	0.18016	9627.70	9625.60	9625.60	True
LW60	2.33	0.17975	0.17975	9627.70	9625.00	9625.00	True
LW60	2.50	0.17510	0.17510	9627.70	9618.20	9618.20	True
LW60	2.67	0.16840	0.16840	9627.70	9608.40	9608.40	True
LW60	2.83	0.16334	0.16334	9627.70	9601.00	9601.00	True
LW60	3.00	0.16197	0.16197	9627.70	9599.00	9599.00	True
LW60	3.17	0.15527	0.15527	9627.70	9589.20	9589.20	True
LW60	3.33	0.14693	0.14693	9627.70	9577.00	9577.00	True
LW60	3.50	0.13722	0.13722	9627.70	9562.80	9562.80	True
LW60	3.67	0.13065	0.13065	9627.70	9553.20	9553.20	True
LW60	3.83	0.12617	0.12617	9627.70	9546.64	9546.64	True
LW60	4.00	0.11739	0.11739	9627.70	9533.80	9533.80	True
LW60	4.17	0.11411	0.11411	9627.70	9529.00	9529.00	True
LW60	4.33	0.11411	0.11411	9627.70	9529.00	9529.00	True
LW60	4.50	0.10604	0.10604	9627.70	9517.20	9517.20	True
LW60	4.67	0.09961	0.09961	9627.70	9507.80	9507.80	True
LW60	4.83	0.09769	0.09769	9627.70	9505.00	9505.00	True
LW60	5.00	0.09455	0.09455	9627.70	9500.40	9500.40	True
LW60	5.17	0.08634	0.08634	9627.70	9488.40	9488.40	True
LW60	5.33	0.08128	0.08128	9627.70	9481.00	9481.00	True
LW60	5.50	0.07650	0.07650	9627.70	9474.00	9474.00	True
LW60	5.67	0.06679	0.06679	9627.70	9459.80	9459.80	True
LW60	5.83	0.06525	0.06525	9627.70	9457.55	9457.55	True
LW60	6.00	0.06487	0.06487	9627.70	9457.00	9457.00	True
LW60	6.17	0.05024	0.05024	9627.70	9435.60	9435.60	True
LW60	6.33	0.04873	0.04873	9627.70	9433.40	9433.40	True
LW60	6.50	0.04901	0.04901	9627.70	9433.80	9433.80	True
LW60	6.67	0.04682	0.04682	9627.70	9430.60	9430.60	True
LW60	6.83	0.04262	0.04262	9627.70	9424.45	9424.45	True
LW60	7.00	0.03766	0.03766	9627.70	9417.20	9417.20	True
LW60	7.17	0.03205	0.03205	9627.70	9409.00	9409.00	True
LW60	7.33	0.03041	0.03041	9627.70	9406.60	9406.60	True
LW60	7.50	0.02548	0.02548	9627.70	9399.40	9399.40	True
LW60	7.67	0.02754	0.02754	9627.70	9402.40	9402.40	True
LW60	7.83	0.02173	0.02173	9627.70	9393.91	9393.91	True
LW60	8.00	0.01933	0.01933	9627.70	9390.40	9390.40	True
LW60	8.17	0.01783	0.01783	9627.70	9388.20	9388.20	True
LW60	8.33	0.01577	0.01577	9627.70	9385.20	9385.20	True
LW60	8.50	0.01564	0.01564	9627.70	9385.00	9385.00	True
LW60	8.67	0.01591	0.01591	9627.70	9385.40	9385.40	True
LW60	8.83	0.01601	0.01601	9627.70	9385.55	9385.55	True
LW60	9.00	0.01236	0.01236	9627.70	9380.20	9380.20	True
LW60	9.17	0.01605	0.01605	9627.70	9385.60	9385.60	True
LW60	9.33	0.01236	0.01236	9627.70	9380.20	9380.20	True
LW60	9.50	0.00442	0.00442	9627.70	9368.60	9368.60	True
LW60	9.67	0.01071	0.01071	9627.70	9377.80	9377.80	True
LW60	9.83	0.01427	0.01427	9627.70	9383.00	9383.00	True
LW60	10.00	0.01085	0.01085	9627.70	9378.00	9378.00	True
LW60	10.17	0.01577	0.01577	9627.70	9385.20	9385.20	True
LW60	10.33	0.01577	0.01577	9627.70	9385.20	9385.20	True
LW60	10.50	0.01728	0.01728	9627.70	9387.40	9387.40	True
LW60	10.67	0.02713	0.02713	9627.70	9401.80	9401.80	True
LW60	10.83	0.03205	0.03205	9627.70	9409.00	9409.00	True
LW60	11.00	0.03205	0.03205	9627.70	9409.00	9409.00	True
LW60	11.17	0.03861	0.03861	9627.70	9418.60	9418.60	True
LW60	11.33	0.04682	0.04682	9627.70	9430.60	9430.60	True
LW60	11.50	0.04846	0.04846	9627.70	9433.00	9433.00	True
LW60	11.67	0.05503	0.05503	9627.70	9442.60	9442.60	True
LW60	11.83	0.06512	0.06512	9627.70	9457.36	9457.36	True
LW60	12.00	0.07021	0.07021	9627.70	9464.80	9464.80	True
LW60	12.17	0.07636	0.07636	9627.70	9473.80	9473.80	True
LW60	12.33	0.07964	0.07964	9627.70	9478.60	9478.60	True
LW60	12.50	0.08128	0.08128	9627.70	9481.00	9481.00	True
LW60	12.67	0.08142	0.08142	9627.70	9481.20	9481.20	True
LW60	12.83	0.08576	0.08576	9627.70	9487.55	9487.55	True
LW60	13.00	0.09769	0.09769	9627.70	9505.00	9505.00	True
LW60	13.17	0.09769	0.09769	9627.70	9505.00	9505.00	True
LW65	0.00	-1.00000	-1.00000	9451.84	7280.82	7280.82	True
LW65	0.17	-0.34739	-0.34739	9451.84	8393.60	8393.60	True
LW65	0.33	-0.18565	-0.18565	9451.84	8669.40	8669.40	True
LW65	0.50	-0.06472	-0.06472	9451.84	8875.60	8875.60	True
LW65	0.67	0.02278	0.02278	9451.84	9024.80	9024.80	True
LW65	0.83	0.08757	0.08757	9451.84	9135.27	9135.27	True
LW65	1.00	0.14002	0.14002	9451.84	9224.70	9224.70	True
LW65	1.17	0.17350	0.17350	9451.84	9281.80	9281.80	True
LW65	1.33	0.20728	0.20728	9451.84	9339.40	9339.40	True
LW65	1.50	0.23977	0.23977	9451.84	9394.80	9394.80	True
LW65	1.67	0.26241	0.26241	9451.84	9433.40	9433.40	True
LW65	1.83	0.28403	0.28403	9451.84	9470.27	9470.27	True
LW65	2.00	0.29748	0.29748	9451.84	9493.20	9493.20	True
LW65	2.17	0.30475	0.30475	9451.84	9505.60	9505.60	True
LW65	2.33	0.31566	0.31566	9451.84	9524.20	9524.20	True
LW65	2.50	0.32153	0.32153	9451.84	9534.20	9534.20	True
LW65	2.67	0.32985	0.32985	9451.84	9548.40	9548.40	True
LW65	2.83	0.33255	0.33255	9451.84	9553.00	9553.00	True
LW65	3.00	0.34123	0.34123	9451.84	9567.80	9567.80	True
LW65	3.17	0.34674	0.34674	9451.84	9577.20	9577.20	True
LW65	3.33	0.34663	0.34663	9451.84	9577.00	9577.00	True
LW65	3.50	0.34674	0.34674	9451.84	9577.20	9577.20	True
LW65	3.67	0.34815	0.34815	9451.84	9579.60	9579.60	True
LW65	3.83	0.35569	0.35569	9451.84	9592.45	9592.45	True
LW65	4.00	0.36070	0.36070	9451.84	9601.00	9601.00	True
LW65	4.17	0.36070	0.36070	9451.84	9601.00	9601.00	True
LW65	4.33	0.36070	0.36070	9451.84	9601.00	9601.00	True
LW65	4.50	0.36082	0.36082	9451.84	9601.20	9601.20	True
LW65	4.67	0.36094	0.36094	9451.84	9601.40	9601.40	True
LW65	4.83	0.36198	0.36198	9451.84	9603.18	9603.18	True
LW65	5.00	0.36645	0.36645	9451.84	9610.80	9610.80	True
LW65	5.17	0.36926	0.36926	9451.84	9615.60	9615.60	True
LW65	5.33	0.36633	0.36633	9451.84	9610.60	9610.60	True
LW65	5.50	0.36786	0.36786	9451.84	9613.20	9613.20	True
LW65	5.67	0.36516	0.36516	9451.84	9608.60	9608.60	True
LW65	5.83	0.36614	0.36614	9451.84	9610.27	9610.27	True
LW65	6.00	0.36070	0.36070	9451.84	9601.00	9601.00	True
LW65	6.17	0.36082	0.36082	9451.84	9601.20	9601.20	True
LW65	6.33	0.36797	0.36797	9451.84	9613.40	9613.40	True
LW65	6.50	0.36962	0.36962	9451.84	9616.20	9616.20	True
LW65	6.67	0.37055	0.37055	9451.84	9617.80	9617.80	True
LW65	6.83	0.37104	0.37104	9451.84	9618.64	9618.64	True
LW65	7.00	0.37114	0.37114	9451.84	9618.80	9618.80	True
LW65	7.17	0.36915	0.36915	9451.84	9615.40	9615.40	True
LW65	7.33	0.36915	0.36915	9451.84	9615.40	9615.40	True
LW65	7.50	0.37055	0.37055	9451.84	9617.80	9617.80	True
LW65	7.67	0.37513	0.37513	9451.84	9625.60	9625.60	True
LW65	7.83	0.37488	0.37488	9451.84	9625.18	9625.18	True
LW65	8.00	0.37513	0.37513	9451.84	9625.60	9625.60	True
LW65	8.17	0.37525	0.37525	9451.84	9625.80	9625.80	True
LW65	8.33	0.37489	0.37489	9451.84	9625.20	9625.20	True
LW65	8.50	0.37478	0.37478	9451.84	9625.00	9625.00	True
LW65	8.67	0.37501	0.37501	9451.84	9625.40	9625.40	True
LW65	8.83	0.37638	0.37638	9451.84	9627.73	9627.73	True
LW65	9.00	0.38322	0.38322	9451.84	9639.40	9639.40	True
LW65	9.17	0.38357	0.38357	9451.84	9640.00	9640.00	True
LW65	9.33	0.38885	0.38885	9451.84	9649.00	9649.00	True
LW65	9.50	0.38768	0.38768	9451.84	9647.00	9647.00	True
LW65	9.67	0.38885	0.38885	9451.84	9649.00	9649.00	True
LW65	9.83	0.38896	0.38896	9451.84	9649.18	9649.18	True
LW65	10.00	0.38897	0.38897	9451.84	9649.20	9649.20	True
LW65	10.17	0.39601	0.39601	9451.84	9661.20	9661.20	True
LW65	10.33	0.40304	0.40304	9451.84	9673.20	9673.20	True
LW65	10.50	0.40293	0.40293	9451.84	9673.00	9673.00	True
LW65	10.67	0.40293	0.40293	9451.84	9673.00	9673.00	True
LW65	10.83	0.40421	0.40421	9451.84	9675.18	9675.18	True
LW65	11.00	0.41559	0.41559	9451.84	9694.60	9694.60	True
LW65	11.17	0.41841	0.41841	9451.84	9699.40	9699.40	True
LW65	11.33	0.42122	0.42122	9451.84	9704.20	9704.20	True
LW65	11.50	0.43108	0.43108	9451.84	9721.00	9721.00	True
LW65	11.67	0.43108	0.43108	9451.84	9721.00	9721.00	True
LW65	11.83	0.43897	0.43897	9451.84	9734.45	9734.45	True
LW65	12.00	0.44832	0.44832	9451.84	9750.40	9750.40	True
LW65	12.17	0.45360	0.45360	9451.84	9759.40	9759.40	True
LW65	12.33	0.45923	0.45923	9451.84	9769.00	9769.00	True
LW65	12.50	0.46767	0.46767	9451.84	9783.40	9783.40	True
LW65	12.67	0.46779	0.46779	9451.84	9783.60	9783.60	True
LW65	12.83	0.47330	0.47330	9451.84	9793.00	9793.00	True
LW65	13.00	0.47753	0.47753	9451.84	9800.20	9800.20	True
LW65	13.17	0.48597	0.48597	9451.84	9814.60	9814.60	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