2026-03-25 C2.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 C2.xlsx	Well ID	C2
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	8.59742	2.0-42.0 h
LW60	end_norm	0.30465	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.30465	2.0-42.0 h
LW60	max_norm	0.30465	2.0-42.0 h
LW60	min_norm	-0.01054	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	0.00819	2.0-42.0 h
LW61	auc_norm	20.07420	2.0-42.0 h
LW61	end_norm	0.70900	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.70900	2.0-42.0 h
LW61	max_norm	0.70900	2.0-42.0 h
LW61	min_norm	0.01574	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	0.01367	2.0-42.0 h
LW62	auc_norm	-17.27444	2.0-42.0 h
LW62	end_norm	-0.51514	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.52900	2.0-42.0 h
LW62	max_norm	0.00240	2.0-42.0 h
LW62	min_norm	-0.52900	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	-0.01052	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	0.17239	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.15768	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-8.94398	2.0-42.0 h
LW64	end_norm	-0.13883	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.28888	2.0-42.0 h
LW64	max_norm	-0.07372	2.0-42.0 h
LW64	min_norm	-0.28888	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	0.00115	2.0-42.0 h
LW65	auc_norm	2.32035	2.0-42.0 h
LW65	end_norm	0.07219	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.08488	2.0-42.0 h
LW65	max_norm	0.08488	2.0-42.0 h
LW65	min_norm	-0.01581	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	0.00218	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	8435.02727	92.39364	Ready
LW65	5	5165.58727	88.99298	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	4176.64–17265.27 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.33 h	4176.64–17265.27 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.33 h	4176.64–17265.27 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.33 h	4176.64–17265.27 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	-0.39169	-0.39169	8554.00	7361.82	7361.82	True
LW60	0.17	-0.12457	-0.12457	8554.00	8093.70	8093.70	True
LW60	0.33	-0.05202	-0.05202	8554.00	8292.50	8292.50	True
LW60	0.50	-0.01260	-0.01260	8554.00	8400.50	8400.50	True
LW60	0.67	0.00886	0.00886	8554.00	8459.30	8459.30	True
LW60	0.83	0.02285	0.02285	8554.00	8497.64	8497.64	True
LW60	1.00	0.03291	0.03291	8554.00	8525.20	8525.20	True
LW60	1.17	0.03466	0.03466	8554.00	8530.00	8530.00	True
LW60	1.33	0.04167	0.04167	8554.00	8549.20	8549.20	True
LW60	1.50	0.04342	0.04342	8554.00	8554.00	8554.00	True
LW60	1.67	0.04342	0.04342	8554.00	8554.00	8554.00	True
LW60	1.83	0.04342	0.04342	8554.00	8554.00	8554.00	True
LW60	2.00	0.03904	0.03904	8554.00	8542.00	8542.00	True
LW60	2.17	0.03466	0.03466	8554.00	8530.00	8530.00	True
LW60	2.33	0.03466	0.03466	8554.00	8530.00	8530.00	True
LW60	2.50	0.03379	0.03379	8554.00	8527.60	8527.60	True
LW60	2.67	0.02941	0.02941	8554.00	8515.60	8515.60	True
LW60	2.83	0.02590	0.02590	8554.00	8506.00	8506.00	True
LW60	3.00	0.02590	0.02590	8554.00	8506.00	8506.00	True
LW60	3.17	0.02422	0.02422	8554.00	8501.40	8501.40	True
LW60	3.33	0.01751	0.01751	8554.00	8483.00	8483.00	True
LW60	3.50	0.01751	0.01751	8554.00	8483.00	8483.00	True
LW60	3.67	0.01751	0.01751	8554.00	8483.00	8483.00	True
LW60	3.83	0.01353	0.01353	8554.00	8472.09	8472.09	True
LW60	4.00	0.01050	0.01050	8554.00	8463.80	8463.80	True
LW60	4.17	0.01225	0.01225	8554.00	8468.60	8468.60	True
LW60	4.33	0.01488	0.01488	8554.00	8475.80	8475.80	True
LW60	4.50	0.01751	0.01751	8554.00	8483.00	8483.00	True
LW60	4.67	0.01751	0.01751	8554.00	8483.00	8483.00	True
LW60	4.83	0.02438	0.02438	8554.00	8501.82	8501.82	True
LW60	5.00	0.02590	0.02590	8554.00	8506.00	8506.00	True
LW60	5.17	0.02590	0.02590	8554.00	8506.00	8506.00	True
LW60	5.33	0.02590	0.02590	8554.00	8506.00	8506.00	True
LW60	5.50	0.02590	0.02590	8554.00	8506.00	8506.00	True
LW60	5.67	0.02590	0.02590	8554.00	8506.00	8506.00	True
LW60	5.83	0.02590	0.02590	8554.00	8506.00	8506.00	True
LW60	6.00	0.02590	0.02590	8554.00	8506.00	8506.00	True
LW60	6.17	0.02422	0.02422	8554.00	8501.40	8501.40	True
LW60	6.33	0.01751	0.01751	8554.00	8483.00	8483.00	True
LW60	6.50	0.01751	0.01751	8554.00	8483.00	8483.00	True
LW60	6.67	0.02255	0.02255	8554.00	8496.80	8496.80	True
LW60	6.83	0.02670	0.02670	8554.00	8508.18	8508.18	True
LW60	7.00	0.03466	0.03466	8554.00	8530.00	8530.00	True
LW60	7.17	0.04338	0.04338	8554.00	8553.90	8553.90	True
LW60	7.33	0.05619	0.05619	8554.00	8589.00	8589.00	True
LW60	7.50	0.06988	0.06988	8554.00	8626.50	8626.50	True
LW60	7.67	0.08554	0.08554	8554.00	8669.40	8669.40	True
LW60	7.83	0.11061	0.11061	8554.00	8738.09	8738.09	True
LW60	8.00	0.13634	0.13634	8554.00	8808.60	8808.60	True
LW60	8.17	0.16496	0.16496	8554.00	8887.00	8887.00	True
LW60	8.33	0.19434	0.19434	8554.00	8967.50	8967.50	True
LW60	8.50	0.22477	0.22477	8554.00	9050.90	9050.90	True
LW60	8.67	0.25510	0.25510	8554.00	9134.00	9134.00	True
LW60	8.83	0.28868	0.28868	8554.00	9226.00	9226.00	True
LW60	9.00	0.32306	0.32306	8554.00	9320.20	9320.20	True
LW60	9.17	0.35196	0.35196	8554.00	9399.40	9399.40	True
LW60	9.33	0.37649	0.37649	8554.00	9466.60	9466.60	True
LW60	9.50	0.40014	0.40014	8554.00	9531.40	9531.40	True
LW60	9.67	0.42379	0.42379	8554.00	9596.20	9596.20	True
LW60	9.83	0.43749	0.43749	8554.00	9633.73	9633.73	True
LW60	10.00	0.45357	0.45357	8554.00	9677.80	9677.80	True
LW60	10.17	0.47197	0.47197	8554.00	9728.20	9728.20	True
LW60	10.33	0.48773	0.48773	8554.00	9771.40	9771.40	True
LW60	10.50	0.50087	0.50087	8554.00	9807.40	9807.40	True
LW60	10.67	0.51664	0.51664	8554.00	9850.60	9850.60	True
LW60	10.83	0.53012	0.53012	8554.00	9887.55	9887.55	True
LW60	11.00	0.54328	0.54328	8554.00	9923.60	9923.60	True
LW60	11.17	0.55379	0.55379	8554.00	9952.40	9952.40	True
LW60	11.33	0.56343	0.56343	8554.00	9978.80	9978.80	True
LW60	11.50	0.57244	0.57244	8554.00	10003.50	10003.50	True
LW60	11.67	0.58043	0.58043	8554.00	10025.40	10025.40	True
LW60	11.83	0.58553	0.58553	8554.00	10039.36	10039.36	True
LW60	12.00	0.59270	0.59270	8554.00	10059.00	10059.00	True
LW60	12.17	0.59883	0.59883	8554.00	10075.80	10075.80	True
LW60	12.33	0.60671	0.60671	8554.00	10097.40	10097.40	True
LW60	12.50	0.61295	0.61295	8554.00	10114.50	10114.50	True
LW60	12.67	0.62372	0.62372	8554.00	10144.00	10144.00	True
LW60	12.83	0.62810	0.62810	8554.00	10156.00	10156.00	True
LW60	13.00	0.63598	0.63598	8554.00	10177.60	10177.60	True
LW60	13.17	0.64474	0.64474	8554.00	10201.60	10201.60	True
LW65	0.00	-1.00000	-1.00000	5281.70	4176.64	4326.63	True
LW65	0.17	-0.46020	-0.46020	5281.70	4779.50	4779.50	True
LW65	0.33	-0.16626	-0.16626	5281.70	5026.10	5026.10	True
LW65	0.50	-0.03980	-0.03980	5281.70	5132.20	5132.20	True
LW65	0.67	0.03625	0.03625	5281.70	5196.00	5196.00	True
LW65	0.83	0.07992	0.07992	5281.70	5232.64	5232.64	True
LW65	1.00	0.08989	0.08989	5281.70	5241.00	5241.00	True
LW65	1.17	0.10300	0.10300	5281.70	5252.00	5252.00	True
LW65	1.33	0.12136	0.12136	5281.70	5267.40	5267.40	True
LW65	1.50	0.12660	0.12660	5281.70	5271.80	5271.80	True
LW65	1.67	0.13447	0.13447	5281.70	5278.40	5278.40	True
LW65	1.83	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	2.00	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	2.17	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	2.33	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	2.50	0.13971	0.13971	5281.70	5282.80	5282.80	True
LW65	2.67	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	2.83	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	3.00	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	3.17	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	3.33	0.11873	0.11873	5281.70	5265.20	5265.20	True
LW65	3.50	0.11611	0.11611	5281.70	5263.00	5263.00	True
LW65	3.67	0.11611	0.11611	5281.70	5263.00	5263.00	True
LW65	3.83	0.11611	0.11611	5281.70	5263.00	5263.00	True
LW65	4.00	0.11349	0.11349	5281.70	5260.80	5260.80	True
LW65	4.17	0.09775	0.09775	5281.70	5247.60	5247.60	True
LW65	4.33	0.10038	0.10038	5281.70	5249.80	5249.80	True
LW65	4.50	0.08989	0.08989	5281.70	5241.00	5241.00	True
LW65	4.67	0.09513	0.09513	5281.70	5245.40	5245.40	True
LW65	4.83	0.09227	0.09227	5281.70	5243.00	5243.00	True
LW65	5.00	0.08989	0.08989	5281.70	5241.00	5241.00	True
LW65	5.17	0.08989	0.08989	5281.70	5241.00	5241.00	True
LW65	5.33	0.08989	0.08989	5281.70	5241.00	5241.00	True
LW65	5.50	0.07070	0.07070	5281.70	5224.90	5224.90	True
LW65	5.67	0.06796	0.06796	5281.70	5222.60	5222.60	True
LW65	5.83	0.06247	0.06247	5281.70	5218.00	5218.00	True
LW65	6.00	0.06247	0.06247	5281.70	5218.00	5218.00	True
LW65	6.17	0.05461	0.05461	5281.70	5211.40	5211.40	True
LW65	6.33	0.04412	0.04412	5281.70	5202.60	5202.60	True
LW65	6.50	0.04149	0.04149	5281.70	5200.40	5200.40	True
LW65	6.67	0.03887	0.03887	5281.70	5198.20	5198.20	True
LW65	6.83	0.04102	0.04102	5281.70	5200.00	5200.00	True
LW65	7.00	0.04674	0.04674	5281.70	5204.80	5204.80	True
LW65	7.17	0.04936	0.04936	5281.70	5207.00	5207.00	True
LW65	7.33	0.05723	0.05723	5281.70	5213.60	5213.60	True
LW65	7.50	0.06247	0.06247	5281.70	5218.00	5218.00	True
LW65	7.67	0.06247	0.06247	5281.70	5218.00	5218.00	True
LW65	7.83	0.06247	0.06247	5281.70	5218.00	5218.00	True
LW65	8.00	0.08715	0.08715	5281.70	5238.70	5238.70	True
LW65	8.17	0.09251	0.09251	5281.70	5243.20	5243.20	True
LW65	8.33	0.11349	0.11349	5281.70	5260.80	5260.80	True
LW65	8.50	0.11873	0.11873	5281.70	5265.20	5265.20	True
LW65	8.67	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	8.83	0.14233	0.14233	5281.70	5285.00	5285.00	True
LW65	9.00	0.16856	0.16856	5281.70	5307.00	5307.00	True
LW65	9.17	0.19740	0.19740	5281.70	5331.20	5331.20	True
LW65	9.33	0.21314	0.21314	5281.70	5344.40	5344.40	True
LW65	9.50	0.24019	0.24019	5281.70	5367.10	5367.10	True
LW65	9.67	0.26415	0.26415	5281.70	5387.20	5387.20	True
LW65	9.83	0.29371	0.29371	5281.70	5412.00	5412.00	True
LW65	10.00	0.30873	0.30873	5281.70	5424.60	5424.60	True
LW65	10.17	0.32971	0.32971	5281.70	5442.20	5442.20	True
LW65	10.33	0.35069	0.35069	5281.70	5459.80	5459.80	True
LW65	10.50	0.35605	0.35605	5281.70	5464.30	5464.30	True
LW65	10.67	0.37798	0.37798	5281.70	5482.70	5482.70	True
LW65	10.83	0.39741	0.39741	5281.70	5499.00	5499.00	True
LW65	11.00	0.40695	0.40695	5281.70	5507.00	5507.00	True
LW65	11.17	0.40957	0.40957	5281.70	5509.20	5509.20	True
LW65	11.33	0.42006	0.42006	5281.70	5518.00	5518.00	True
LW65	11.50	0.43055	0.43055	5281.70	5526.80	5526.80	True
LW65	11.67	0.43317	0.43317	5281.70	5529.00	5529.00	True
LW65	11.83	0.43317	0.43317	5281.70	5529.00	5529.00	True
LW65	12.00	0.43317	0.43317	5281.70	5529.00	5529.00	True
LW65	12.17	0.43317	0.43317	5281.70	5529.00	5529.00	True
LW65	12.33	0.43591	0.43591	5281.70	5531.30	5531.30	True
LW65	12.50	0.44414	0.44414	5281.70	5538.20	5538.20	True
LW65	12.67	0.45510	0.45510	5281.70	5547.40	5547.40	True
LW65	12.83	0.46058	0.46058	5281.70	5552.00	5552.00	True
LW65	13.00	0.46058	0.46058	5281.70	5552.00	5552.00	True
LW65	13.17	0.46583	0.46583	5281.70	5556.40	5556.40	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