2026-03-27 A1.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: Pseudomonas aeruginosa
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Pseudomonas aeruginosa | Run: 2026-03-27 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	2026-03-27 inc5	Run date	2026-03-27
Media	LB	Incubator	inc5
Well file	2026-03-27 A1.xlsx	Well ID	A1
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 27853	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	14.58728	2.0-42.0 h
LW60	end_norm	0.50962	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.50962	2.0-42.0 h
LW60	max_norm	0.50962	2.0-42.0 h
LW60	min_norm	0.00142	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	0.01253	2.0-42.0 h
LW61	auc_norm	58.09738	2.0-42.0 h
LW61	end_norm	1.93906	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	1.97849	2.0-42.0 h
LW61	max_norm	1.97849	2.0-42.0 h
LW61	min_norm	0.06886	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	0.03781	2.0-42.0 h
LW62	auc_norm	-14.73026	2.0-42.0 h
LW62	end_norm	-0.46621	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.47772	2.0-42.0 h
LW62	max_norm	-0.00166	2.0-42.0 h
LW62	min_norm	-0.47772	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	-0.01010	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	0.10041	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.09694	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	0.28876	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	3.21667	2.0-42.0 h
LW65	end_norm	0.11735	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.11867	2.0-42.0 h
LW65	max_norm	0.11867	2.0-42.0 h
LW65	min_norm	-0.00773	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	0.00320	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	13917.35636	104.77252	Ready
LW65	5	6738.53091	87.38327	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	-1.00000–1.00000 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	-0.38424	-0.38424	14115.01	11056.00	11056.00	True
LW60	0.17	-0.05774	-0.05774	14115.01	13487.40	13487.40	True
LW60	0.33	-0.02215	-0.02215	14115.01	13752.40	13752.40	True
LW60	0.50	-0.00409	-0.00409	14115.01	13886.90	13886.90	True
LW60	0.67	0.00367	0.00367	14115.01	13944.70	13944.70	True
LW60	0.83	0.00844	0.00844	14115.01	13980.18	13980.18	True
LW60	1.00	0.01413	0.01413	14115.01	14022.60	14022.60	True
LW60	1.17	0.01753	0.01753	14115.01	14047.90	14047.90	True
LW60	1.33	0.02091	0.02091	14115.01	14073.10	14073.10	True
LW60	1.50	0.02426	0.02426	14115.01	14098.00	14098.00	True
LW60	1.67	0.02509	0.02509	14115.01	14104.20	14104.20	True
LW60	1.83	0.02799	0.02799	14115.01	14125.82	14125.82	True
LW60	2.00	0.02923	0.02923	14115.01	14135.00	14135.00	True
LW60	2.17	0.03241	0.03241	14115.01	14158.70	14158.70	True
LW60	2.33	0.03248	0.03248	14115.01	14159.20	14159.20	True
LW60	2.50	0.03219	0.03219	14115.01	14157.10	14157.10	True
LW60	2.67	0.03209	0.03209	14115.01	14156.30	14156.30	True
LW60	2.83	0.03285	0.03285	14115.01	14162.00	14162.00	True
LW60	3.00	0.03281	0.03281	14115.01	14161.70	14161.70	True
LW60	3.17	0.03335	0.03335	14115.01	14165.70	14165.70	True
LW60	3.33	0.03614	0.03614	14115.01	14186.50	14186.50	True
LW60	3.50	0.03591	0.03591	14115.01	14184.80	14184.80	True
LW60	3.67	0.03570	0.03570	14115.01	14183.20	14183.20	True
LW60	3.83	0.03865	0.03865	14115.01	14205.18	14205.18	True
LW60	4.00	0.03975	0.03975	14115.01	14213.40	14213.40	True
LW60	4.17	0.04163	0.04163	14115.01	14227.40	14227.40	True
LW60	4.33	0.04314	0.04314	14115.01	14238.60	14238.60	True
LW60	4.50	0.04617	0.04617	14115.01	14261.20	14261.20	True
LW60	4.67	0.04905	0.04905	14115.01	14282.60	14282.60	True
LW60	4.83	0.05109	0.05109	14115.01	14297.82	14297.82	True
LW60	5.00	0.05403	0.05403	14115.01	14319.70	14319.70	True
LW60	5.17	0.05659	0.05659	14115.01	14338.80	14338.80	True
LW60	5.33	0.05839	0.05839	14115.01	14352.20	14352.20	True
LW60	5.50	0.05864	0.05864	14115.01	14354.00	14354.00	True
LW60	5.67	0.05799	0.05799	14115.01	14349.20	14349.20	True
LW60	5.83	0.05848	0.05848	14115.01	14352.82	14352.82	True
LW60	6.00	0.06005	0.06005	14115.01	14364.50	14364.50	True
LW60	6.17	0.06211	0.06211	14115.01	14379.90	14379.90	True
LW60	6.33	0.06495	0.06495	14115.01	14401.00	14401.00	True
LW60	6.50	0.06931	0.06931	14115.01	14433.50	14433.50	True
LW60	6.67	0.07595	0.07595	14115.01	14482.90	14482.90	True
LW60	6.83	0.08612	0.08612	14115.01	14558.64	14558.64	True
LW60	7.00	0.09826	0.09826	14115.01	14649.10	14649.10	True
LW60	7.17	0.11304	0.11304	14115.01	14759.10	14759.10	True
LW60	7.33	0.13087	0.13087	14115.01	14891.90	14891.90	True
LW60	7.50	0.15234	0.15234	14115.01	15051.80	15051.80	True
LW60	7.67	0.17867	0.17867	14115.01	15247.90	15247.90	True
LW60	7.83	0.20859	0.20859	14115.01	15470.64	15470.64	True
LW60	8.00	0.24333	0.24333	14115.01	15729.40	15729.40	True
LW60	8.17	0.28025	0.28025	14115.01	16004.30	16004.30	True
LW60	8.33	0.31878	0.31878	14115.01	16291.20	16291.20	True
LW60	8.50	0.35583	0.35583	14115.01	16567.10	16567.10	True
LW60	8.67	0.38838	0.38838	14115.01	16809.50	16809.50	True
LW60	8.83	0.41631	0.41631	14115.01	17017.55	17017.55	True
LW60	9.00	0.43861	0.43861	14115.01	17183.60	17183.60	True
LW60	9.17	0.45590	0.45590	14115.01	17312.30	17312.30	True
LW60	9.33	0.47322	0.47322	14115.01	17441.30	17441.30	True
LW60	9.50	0.48854	0.48854	14115.01	17555.40	17555.40	True
LW60	9.67	0.50321	0.50321	14115.01	17664.60	17664.60	True
LW60	9.83	0.51494	0.51494	14115.01	17752.00	17752.00	True
LW60	10.00	0.52712	0.52712	14115.01	17842.70	17842.70	True
LW60	10.17	0.53895	0.53895	14115.01	17930.80	17930.80	True
LW60	10.33	0.54878	0.54878	14115.01	18004.00	18004.00	True
LW60	10.50	0.55910	0.55910	14115.01	18080.80	18080.80	True
LW60	10.67	0.56995	0.56995	14115.01	18161.60	18161.60	True
LW60	10.83	0.57946	0.57946	14115.01	18232.45	18232.45	True
LW60	11.00	0.58934	0.58934	14115.01	18306.00	18306.00	True
LW60	11.17	0.59611	0.59611	14115.01	18356.40	18356.40	True
LW60	11.33	0.60060	0.60060	14115.01	18389.90	18389.90	True
LW60	11.50	0.60806	0.60806	14115.01	18445.40	18445.40	True
LW60	11.67	0.61358	0.61358	14115.01	18486.50	18486.50	True
LW60	11.83	0.61682	0.61682	14115.01	18510.64	18510.64	True
LW60	12.00	0.62169	0.62169	14115.01	18546.90	18546.90	True
LW60	12.17	0.62651	0.62651	14115.01	18582.80	18582.80	True
LW60	12.33	0.63502	0.63502	14115.01	18646.20	18646.20	True
LW60	12.50	0.63834	0.63834	14115.01	18670.90	18670.90	True
LW60	12.67	0.64551	0.64551	14115.01	18724.30	18724.30	True
LW60	12.83	0.65233	0.65233	14115.01	18775.09	18775.09	True
LW60	13.00	0.65745	0.65745	14115.01	18813.20	18813.20	True
LW60	13.17	0.66293	0.66293	14115.01	18854.00	18854.00	True
LW65	0.00	-1.00000	-1.00000	6854.59	5731.45	5731.45	True
LW65	0.17	-0.39563	-0.39563	6854.59	6340.10	6340.10	True
LW65	0.33	-0.13845	-0.13845	6854.59	6599.10	6599.10	True
LW65	0.50	-0.02644	-0.02644	6854.59	6711.90	6711.90	True
LW65	0.67	0.03035	0.03035	6854.59	6769.10	6769.10	True
LW65	0.83	0.05553	0.05553	6854.59	6794.45	6794.45	True
LW65	1.00	0.07901	0.07901	6854.59	6818.10	6818.10	True
LW65	1.17	0.09529	0.09529	6854.59	6834.50	6834.50	True
LW65	1.33	0.10890	0.10890	6854.59	6848.20	6848.20	True
LW65	1.50	0.11853	0.11853	6854.59	6857.90	6857.90	True
LW65	1.67	0.10989	0.10989	6854.59	6849.20	6849.20	True
LW65	1.83	0.11195	0.11195	6854.59	6851.27	6851.27	True
LW65	2.00	0.11982	0.11982	6854.59	6859.20	6859.20	True
LW65	2.17	0.12240	0.12240	6854.59	6861.80	6861.80	True
LW65	2.33	0.12022	0.12022	6854.59	6859.60	6859.60	True
LW65	2.50	0.11694	0.11694	6854.59	6856.30	6856.30	True
LW65	2.67	0.11664	0.11664	6854.59	6856.00	6856.00	True
LW65	2.83	0.10617	0.10617	6854.59	6845.45	6845.45	True
LW65	3.00	0.09857	0.09857	6854.59	6837.80	6837.80	True
LW65	3.17	0.09688	0.09688	6854.59	6836.10	6836.10	True
LW65	3.33	0.09798	0.09798	6854.59	6837.20	6837.20	True
LW65	3.50	0.08824	0.08824	6854.59	6827.40	6827.40	True
LW65	3.67	0.08060	0.08060	6854.59	6819.70	6819.70	True
LW65	3.83	0.08054	0.08054	6854.59	6819.64	6819.64	True
LW65	4.00	0.07812	0.07812	6854.59	6817.20	6817.20	True
LW65	4.17	0.07861	0.07861	6854.59	6817.70	6817.70	True
LW65	4.33	0.07524	0.07524	6854.59	6814.30	6814.30	True
LW65	4.50	0.07961	0.07961	6854.59	6818.70	6818.70	True
LW65	4.67	0.07971	0.07971	6854.59	6818.80	6818.80	True
LW65	4.83	0.07557	0.07557	6854.59	6814.64	6814.64	True
LW65	5.00	0.08129	0.08129	6854.59	6820.40	6820.40	True
LW65	5.17	0.08834	0.08834	6854.59	6827.50	6827.50	True
LW65	5.33	0.07812	0.07812	6854.59	6817.20	6817.20	True
LW65	5.50	0.07792	0.07792	6854.59	6817.00	6817.00	True
LW65	5.67	0.07583	0.07583	6854.59	6814.90	6814.90	True
LW65	5.83	0.07160	0.07160	6854.59	6810.64	6810.64	True
LW65	6.00	0.07653	0.07653	6854.59	6815.60	6815.60	True
LW65	6.17	0.06263	0.06263	6854.59	6801.60	6801.60	True
LW65	6.33	0.07315	0.07315	6854.59	6812.20	6812.20	True
LW65	6.50	0.07027	0.07027	6854.59	6809.30	6809.30	True
LW65	6.67	0.07226	0.07226	6854.59	6811.30	6811.30	True
LW65	6.83	0.07593	0.07593	6854.59	6815.00	6815.00	True
LW65	7.00	0.08060	0.08060	6854.59	6819.70	6819.70	True
LW65	7.17	0.09510	0.09510	6854.59	6834.30	6834.30	True
LW65	7.33	0.10463	0.10463	6854.59	6843.90	6843.90	True
LW65	7.50	0.11198	0.11198	6854.59	6851.30	6851.30	True
LW65	7.67	0.14048	0.14048	6854.59	6880.00	6880.00	True
LW65	7.83	0.15790	0.15790	6854.59	6897.55	6897.55	True
LW65	8.00	0.17702	0.17702	6854.59	6916.80	6916.80	True
LW65	8.17	0.20333	0.20333	6854.59	6943.30	6943.30	True
LW65	8.33	0.23779	0.23779	6854.59	6978.00	6978.00	True
LW65	8.50	0.27423	0.27423	6854.59	7014.70	7014.70	True
LW65	8.67	0.30481	0.30481	6854.59	7045.50	7045.50	True
LW65	8.83	0.33573	0.33573	6854.59	7076.64	7076.64	True
LW65	9.00	0.35317	0.35317	6854.59	7094.20	7094.20	True
LW65	9.17	0.37045	0.37045	6854.59	7111.60	7111.60	True
LW65	9.33	0.38018	0.38018	6854.59	7121.40	7121.40	True
LW65	9.50	0.39418	0.39418	6854.59	7135.50	7135.50	True
LW65	9.67	0.41563	0.41563	6854.59	7157.10	7157.10	True
LW65	9.83	0.41986	0.41986	6854.59	7161.36	7161.36	True
LW65	10.00	0.43042	0.43042	6854.59	7172.00	7172.00	True
LW65	10.17	0.44621	0.44621	6854.59	7187.90	7187.90	True
LW65	10.33	0.45237	0.45237	6854.59	7194.10	7194.10	True
LW65	10.50	0.45882	0.45882	6854.59	7200.60	7200.60	True
LW65	10.67	0.46567	0.46567	6854.59	7207.50	7207.50	True
LW65	10.83	0.47890	0.47890	6854.59	7220.82	7220.82	True
LW65	11.00	0.48434	0.48434	6854.59	7226.30	7226.30	True
LW65	11.17	0.49804	0.49804	6854.59	7240.10	7240.10	True
LW65	11.33	0.50400	0.50400	6854.59	7246.10	7246.10	True
LW65	11.50	0.50579	0.50579	6854.59	7247.90	7247.90	True
LW65	11.67	0.51314	0.51314	6854.59	7255.30	7255.30	True
LW65	11.83	0.51970	0.51970	6854.59	7261.91	7261.91	True
LW65	12.00	0.52634	0.52634	6854.59	7268.60	7268.60	True
LW65	12.17	0.53121	0.53121	6854.59	7273.50	7273.50	True
LW65	12.33	0.54730	0.54730	6854.59	7289.70	7289.70	True
LW65	12.50	0.55425	0.55425	6854.59	7296.70	7296.70	True
LW65	12.67	0.55683	0.55683	6854.59	7299.30	7299.30	True
LW65	12.83	0.56456	0.56456	6854.59	7307.09	7307.09	True
LW65	13.00	0.56815	0.56815	6854.59	7310.70	7310.70	True
LW65	13.17	0.57768	0.57768	6854.59	7320.30	7320.30	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