2026-03-25 A2.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: 2026-03-25 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	2026-03-25 inc5	Run date	2026-03-25
Media	LB	Incubator	inc5
Well file	2026-03-25 A2.xlsx	Well ID	A2
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	8.07367	2.0-42.0 h
LW60	end_norm	0.26208	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.26314	2.0-42.0 h
LW60	max_norm	0.26314	2.0-42.0 h
LW60	min_norm	0.00322	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	0.00560	2.0-42.0 h
LW61	auc_norm	11.88199	2.0-42.0 h
LW61	end_norm	0.32634	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.37427	2.0-42.0 h
LW61	max_norm	0.37427	2.0-42.0 h
LW61	min_norm	0.00800	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	0.00567	2.0-42.0 h
LW62	auc_norm	-16.54691	2.0-42.0 h
LW62	end_norm	-0.44195	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.48734	2.0-42.0 h
LW62	max_norm	-0.00150	2.0-42.0 h
LW62	min_norm	-0.48734	2.0-42.0 h
LW62	pct_abnormal_rows	0.00000	2.0-42.0 h
LW62	pct_missing_norm	0.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm	-0.00673	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	0.32252	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.24191	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm		2.0-42.0 h
LW64	end_norm		2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm		2.0-42.0 h
LW64	max_norm		2.0-42.0 h
LW64	min_norm		2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	1.00000	2.0-42.0 h
LW64	pct_saturated_rows	1.00000	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	3.60895	2.0-42.0 h
LW65	end_norm	0.09393	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.11010	2.0-42.0 h
LW65	max_norm	0.11010	2.0-42.0 h
LW65	min_norm	0.00345	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	0.00136	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 558 source points

Control overlay: mean of 4 control samples matched from the same experimental run. 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	15629.98182	400.33487	Ready
LW65	5	7548.50909	228.14137	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	0.00–46.33 h	5184.41–20682.10 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.33 h	5184.41–20682.10 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.33 h	5184.41–20682.10 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.33 h	5184.41–20682.10 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	0.00–46.33 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.33 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.33 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.33 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	-0.83870	-0.83870	16366.63	10529.45	11392.78	True
LW60	0.17	-0.28914	-0.28914	16366.63	14169.20	14169.20	True
LW60	0.33	-0.11890	-0.11890	16366.63	15029.30	15029.30	True
LW60	0.50	-0.03475	-0.03475	16366.63	15454.40	15454.40	True
LW60	0.67	0.01970	0.01970	16366.63	15729.50	15729.50	True
LW60	0.83	0.05262	0.05262	16366.63	15895.80	15895.80	True
LW60	1.00	0.08134	0.08134	16366.63	16040.91	16040.91	True
LW60	1.17	0.10174	0.10174	16366.63	16144.00	16144.00	True
LW60	1.33	0.11778	0.11778	16366.63	16225.00	16225.00	True
LW60	1.50	0.13007	0.13007	16366.63	16287.10	16287.10	True
LW60	1.67	0.14129	0.14129	16366.63	16343.80	16343.80	True
LW60	1.83	0.15033	0.15033	16366.63	16389.45	16389.45	True
LW60	2.00	0.15625	0.15625	16366.63	16419.40	16419.40	True
LW60	2.17	0.16106	0.16106	16366.63	16443.70	16443.70	True
LW60	2.33	0.16694	0.16694	16366.63	16473.40	16473.40	True
LW60	2.50	0.17122	0.17122	16366.63	16495.00	16495.00	True
LW60	2.67	0.17389	0.17389	16366.63	16508.50	16508.50	True
LW60	2.83	0.17757	0.17757	16366.63	16527.09	16527.09	True
LW60	3.00	0.18211	0.18211	16366.63	16550.00	16550.00	True
LW60	3.17	0.18371	0.18371	16366.63	16558.10	16558.10	True
LW60	3.33	0.19012	0.19012	16366.63	16590.50	16590.50	True
LW60	3.50	0.19386	0.19386	16366.63	16609.40	16609.40	True
LW60	3.67	0.20245	0.20245	16366.63	16652.80	16652.80	True
LW60	3.83	0.21388	0.21388	16366.63	16710.55	16710.55	True
LW60	4.00	0.22836	0.22836	16366.63	16783.70	16783.70	True
LW60	4.17	0.24782	0.24782	16366.63	16882.00	16882.00	True
LW60	4.33	0.27494	0.27494	16366.63	17019.00	17019.00	True
LW60	4.50	0.30801	0.30801	16366.63	17186.10	17186.10	True
LW60	4.67	0.34831	0.34831	16366.63	17389.70	17389.70	True
LW60	4.83	0.38672	0.38672	16366.63	17583.73	17583.73	True
LW60	5.00	0.41723	0.41723	16366.63	17737.90	17737.90	True
LW60	5.17	0.43592	0.43592	16366.63	17832.30	17832.30	True
LW60	5.33	0.44797	0.44797	16366.63	17893.20	17893.20	True
LW60	5.50	0.45629	0.45629	16366.63	17935.20	17935.20	True
LW60	5.67	0.45961	0.45961	16366.63	17952.00	17952.00	True
LW60	5.83	0.45961	0.45961	16366.63	17952.00	17952.00	True
LW60	6.00	0.45961	0.45961	16366.63	17952.00	17952.00	True
LW60	6.17	0.46072	0.46072	16366.63	17957.60	17957.60	True
LW60	6.33	0.45961	0.45961	16366.63	17952.00	17952.00	True
LW60	6.50	0.45961	0.45961	16366.63	17952.00	17952.00	True
LW60	6.67	0.45961	0.45961	16366.63	17952.00	17952.00	True
LW60	6.83	0.45961	0.45961	16366.63	17952.00	17952.00	True
LW60	7.00	0.46017	0.46017	16366.63	17954.80	17954.80	True
LW60	7.17	0.46294	0.46294	16366.63	17968.80	17968.80	True
LW60	7.33	0.46571	0.46571	16366.63	17982.80	17982.80	True
LW60	7.50	0.47070	0.47070	16366.63	18008.00	18008.00	True
LW60	7.67	0.47390	0.47390	16366.63	18024.20	18024.20	True
LW60	7.83	0.47957	0.47957	16366.63	18052.82	18052.82	True
LW60	8.00	0.48934	0.48934	16366.63	18102.20	18102.20	True
LW60	8.17	0.49987	0.49987	16366.63	18155.40	18155.40	True
LW60	8.33	0.51096	0.51096	16366.63	18211.40	18211.40	True
LW60	8.50	0.52093	0.52093	16366.63	18261.80	18261.80	True
LW60	8.67	0.53257	0.53257	16366.63	18320.60	18320.60	True
LW60	8.83	0.54356	0.54356	16366.63	18376.09	18376.09	True
LW60	9.00	0.55363	0.55363	16366.63	18427.00	18427.00	True
LW60	9.17	0.56638	0.56638	16366.63	18491.40	18491.40	True
LW60	9.33	0.57414	0.57414	16366.63	18530.60	18530.60	True
LW60	9.50	0.58356	0.58356	16366.63	18578.20	18578.20	True
LW60	9.67	0.59077	0.59077	16366.63	18614.60	18614.60	True
LW60	9.83	0.59712	0.59712	16366.63	18646.73	18646.73	True
LW60	10.00	0.60094	0.60094	16366.63	18666.00	18666.00	True
LW60	10.17	0.60704	0.60704	16366.63	18696.80	18696.80	True
LW60	10.33	0.61258	0.61258	16366.63	18724.80	18724.80	True
LW60	10.50	0.61812	0.61812	16366.63	18752.80	18752.80	True
LW60	10.67	0.62606	0.62606	16366.63	18792.90	18792.90	True
LW60	10.83	0.63313	0.63313	16366.63	18828.64	18828.64	True
LW60	11.00	0.63827	0.63827	16366.63	18854.60	18854.60	True
LW60	11.17	0.64557	0.64557	16366.63	18891.50	18891.50	True
LW60	11.33	0.64955	0.64955	16366.63	18911.60	18911.60	True
LW60	11.50	0.65510	0.65510	16366.63	18939.60	18939.60	True
LW60	11.67	0.66230	0.66230	16366.63	18976.00	18976.00	True
LW60	11.83	0.66820	0.66820	16366.63	19005.82	19005.82	True
LW60	12.00	0.67192	0.67192	16366.63	19024.60	19024.60	True
LW60	12.17	0.67968	0.67968	16366.63	19063.80	19063.80	True
LW60	12.33	0.68591	0.68591	16366.63	19095.30	19095.30	True
LW60	12.50	0.69207	0.69207	16366.63	19126.40	19126.40	True
LW60	12.67	0.69268	0.69268	16366.63	19129.50	19129.50	True
LW60	12.83	0.68764	0.68764	16366.63	19104.00	19104.00	True
LW60	13.00	0.69320	0.69320	16366.63	19132.10	19132.10	True
LW60	13.17	0.69777	0.69777	16366.63	19155.20	19155.20	True
LW65	0.00	-0.93800	-0.93800	7970.36	5441.36	6329.67	True
LW65	0.17	-0.58074	-0.58074	7970.36	6793.90	6793.90	True
LW65	0.33	-0.26336	-0.26336	7970.36	7206.30	7206.30	True
LW65	0.50	-0.07573	-0.07573	7970.36	7450.10	7450.10	True
LW65	0.67	0.04186	0.04186	7970.36	7602.90	7602.90	True
LW65	0.83	0.11482	0.11482	7970.36	7697.70	7697.70	True
LW65	1.00	0.18242	0.18242	7970.36	7785.55	7785.55	True
LW65	1.17	0.22748	0.22748	7970.36	7844.10	7844.10	True
LW65	1.33	0.25973	0.25973	7970.36	7886.00	7886.00	True
LW65	1.50	0.29374	0.29374	7970.36	7930.20	7930.20	True
LW65	1.67	0.31360	0.31360	7970.36	7956.00	7956.00	True
LW65	1.83	0.33571	0.33571	7970.36	7984.73	7984.73	True
LW65	2.00	0.34584	0.34584	7970.36	7997.90	7997.90	True
LW65	2.17	0.35824	0.35824	7970.36	8014.00	8014.00	True
LW65	2.33	0.37301	0.37301	7970.36	8033.20	8033.20	True
LW65	2.50	0.37671	0.37671	7970.36	8038.00	8038.00	True
LW65	2.67	0.38379	0.38379	7970.36	8047.20	8047.20	True
LW65	2.83	0.39441	0.39441	7970.36	8061.00	8061.00	True
LW65	3.00	0.40503	0.40503	7970.36	8074.80	8074.80	True
LW65	3.17	0.41211	0.41211	7970.36	8084.00	8084.00	True
LW65	3.33	0.41949	0.41949	7970.36	8093.60	8093.60	True
LW65	3.50	0.42873	0.42873	7970.36	8105.60	8105.60	True
LW65	3.67	0.44120	0.44120	7970.36	8121.80	8121.80	True
LW65	3.83	0.45954	0.45954	7970.36	8145.64	8145.64	True
LW65	4.00	0.47883	0.47883	7970.36	8170.70	8170.70	True
LW65	4.17	0.50592	0.50592	7970.36	8205.90	8205.90	True
LW65	4.33	0.54194	0.54194	7970.36	8252.70	8252.70	True
LW65	4.50	0.58873	0.58873	7970.36	8313.50	8313.50	True
LW65	4.67	0.63398	0.63398	7970.36	8372.30	8372.30	True
LW65	4.83	0.67957	0.67957	7970.36	8431.55	8431.55	True
LW65	5.00	0.70440	0.70440	7970.36	8463.80	8463.80	True
LW65	5.17	0.72271	0.72271	7970.36	8487.60	8487.60	True
LW65	5.33	0.72979	0.72979	7970.36	8496.80	8496.80	True
LW65	5.50	0.73687	0.73687	7970.36	8506.00	8506.00	True
LW65	5.67	0.74057	0.74057	7970.36	8510.80	8510.80	True
LW65	5.83	0.74695	0.74695	7970.36	8519.09	8519.09	True
LW65	6.00	0.74426	0.74426	7970.36	8515.60	8515.60	True
LW65	6.17	0.74611	0.74611	7970.36	8518.00	8518.00	True
LW65	6.33	0.74795	0.74795	7970.36	8520.40	8520.40	True
LW65	6.50	0.74057	0.74057	7970.36	8510.80	8510.80	True
LW65	6.67	0.73687	0.73687	7970.36	8506.00	8506.00	True
LW65	6.83	0.73855	0.73855	7970.36	8508.18	8508.18	True
LW65	7.00	0.73687	0.73687	7970.36	8506.00	8506.00	True
LW65	7.17	0.73687	0.73687	7970.36	8506.00	8506.00	True
LW65	7.33	0.73687	0.73687	7970.36	8506.00	8506.00	True
LW65	7.50	0.73687	0.73687	7970.36	8506.00	8506.00	True
LW65	7.67	0.73687	0.73687	7970.36	8506.00	8506.00	True
LW65	7.83	0.74695	0.74695	7970.36	8519.09	8519.09	True
LW65	8.00	0.75534	0.75534	7970.36	8530.00	8530.00	True
LW65	8.17	0.76827	0.76827	7970.36	8546.80	8546.80	True
LW65	8.33	0.76642	0.76642	7970.36	8544.40	8544.40	True
LW65	8.50	0.77012	0.77012	7970.36	8549.20	8549.20	True
LW65	8.67	0.77196	0.77196	7970.36	8551.60	8551.60	True
LW65	8.83	0.77045	0.77045	7970.36	8549.64	8549.64	True
LW65	9.00	0.77381	0.77381	7970.36	8554.00	8554.00	True
LW65	9.17	0.77381	0.77381	7970.36	8554.00	8554.00	True
LW65	9.33	0.77381	0.77381	7970.36	8554.00	8554.00	True
LW65	9.50	0.77558	0.77558	7970.36	8556.30	8556.30	True
LW65	9.67	0.77912	0.77912	7970.36	8560.90	8560.90	True
LW65	9.83	0.78508	0.78508	7970.36	8568.64	8568.64	True
LW65	10.00	0.78266	0.78266	7970.36	8565.50	8565.50	True
LW65	10.17	0.79151	0.79151	7970.36	8577.00	8577.00	True
LW65	10.33	0.78974	0.78974	7970.36	8574.70	8574.70	True
LW65	10.50	0.79151	0.79151	7970.36	8577.00	8577.00	True
LW65	10.67	0.79521	0.79521	7970.36	8581.80	8581.80	True
LW65	10.83	0.79655	0.79655	7970.36	8583.55	8583.55	True
LW65	11.00	0.80259	0.80259	7970.36	8591.40	8591.40	True
LW65	11.17	0.80998	0.80998	7970.36	8601.00	8601.00	True
LW65	11.33	0.80998	0.80998	7970.36	8601.00	8601.00	True
LW65	11.50	0.80998	0.80998	7970.36	8601.00	8601.00	True
LW65	11.67	0.81175	0.81175	7970.36	8603.30	8603.30	True
LW65	11.83	0.81964	0.81964	7970.36	8613.55	8613.55	True
LW65	12.00	0.82237	0.82237	7970.36	8617.10	8617.10	True
LW65	12.17	0.82953	0.82953	7970.36	8626.40	8626.40	True
LW65	12.33	0.82953	0.82953	7970.36	8626.40	8626.40	True
LW65	12.50	0.84431	0.84431	7970.36	8645.60	8645.60	True
LW65	12.67	0.84615	0.84615	7970.36	8648.00	8648.00	True
LW65	12.83	0.84615	0.84615	7970.36	8648.00	8648.00	True
LW65	13.00	0.84800	0.84800	7970.36	8650.40	8650.40	True
LW65	13.17	0.85354	0.85354	7970.36	8657.60	8657.60	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