2026-04-15 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: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Pseudomonas aeruginosa | Run: 2026-04-15 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	2026-04-15 inc5	Run date	2026-04-15
Media	FB	Incubator	inc5
Well file	2026-04-15 A1.xlsx	Well ID	A1
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	NBF
Strain source	NBF	Preprocessing	fb_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	14.26225	2.0-42.0 h
LW60	end_norm	0.53397	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.53406	2.0-42.0 h
LW60	max_norm	0.53406	2.0-42.0 h
LW60	min_norm	-0.00791	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	0.01341	2.0-42.0 h
LW61	auc_norm	73.21675	2.0-42.0 h
LW61	end_norm	2.35325	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	2.39570	2.0-42.0 h
LW61	max_norm	2.39570	2.0-42.0 h
LW61	min_norm	0.06321	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	0.03814	2.0-42.0 h
LW62	auc_norm	-10.77820	2.0-42.0 h
LW62	end_norm	-0.41219	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.41317	2.0-42.0 h
LW62	max_norm	0.02626	2.0-42.0 h
LW62	min_norm	-0.41317	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	-0.00998	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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.14900	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	3.66835	2.0-42.0 h
LW65	end_norm	0.14159	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.14177	2.0-42.0 h
LW65	max_norm	0.14177	2.0-42.0 h
LW65	min_norm	-0.01968	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	0.00354	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 FB-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 564 source points

Control overlay: mean of 5 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	15043.03818	163.28534	Ready
LW65	5	7194.42364	55.57674	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	0.00–46.83 h	6425.09–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	6425.09–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	6425.09–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	6425.09–49923.62 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	0.00–46.83 h	-0.94725–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-0.94725–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-0.94725–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	-0.94725–1.00000 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	-0.32825	-0.32825	14690.20	12556.18	12556.18	True
LW60	0.17	-0.07824	-0.07824	14690.20	14450.30	14450.30	True
LW60	0.33	-0.00043	-0.00043	14690.20	15039.80	15039.80	True
LW60	0.50	0.03137	0.03137	14690.20	15280.70	15280.70	True
LW60	0.67	0.00718	0.00718	14690.20	15097.40	15097.40	True
LW60	0.83	-0.01214	-0.01214	14690.20	14951.09	14951.09	True
LW60	1.00	-0.02598	-0.02598	14690.20	14846.20	14846.20	True
LW60	1.17	-0.03277	-0.03277	14690.20	14794.80	14794.80	True
LW60	1.33	-0.03823	-0.03823	14690.20	14753.40	14753.40	True
LW60	1.50	-0.04326	-0.04326	14690.20	14715.30	14715.30	True
LW60	1.67	-0.04544	-0.04544	14690.20	14698.80	14698.80	True
LW60	1.83	-0.04779	-0.04779	14690.20	14681.00	14681.00	True
LW60	2.00	-0.04771	-0.04771	14690.20	14681.60	14681.60	True
LW60	2.17	-0.04924	-0.04924	14690.20	14670.00	14670.00	True
LW60	2.33	-0.05080	-0.05080	14690.20	14658.20	14658.20	True
LW60	2.50	-0.05309	-0.05309	14690.20	14640.80	14640.80	True
LW60	2.67	-0.05495	-0.05495	14690.20	14626.70	14626.70	True
LW60	2.83	-0.05776	-0.05776	14690.20	14605.45	14605.45	True
LW60	3.00	-0.05819	-0.05819	14690.20	14602.20	14602.20	True
LW60	3.17	-0.05932	-0.05932	14690.20	14593.60	14593.60	True
LW60	3.33	-0.06150	-0.06150	14690.20	14577.10	14577.10	True
LW60	3.50	-0.06191	-0.06191	14690.20	14574.00	14574.00	True
LW60	3.67	-0.05951	-0.05951	14690.20	14592.20	14592.20	True
LW60	3.83	-0.05902	-0.05902	14690.20	14595.91	14595.91	True
LW60	4.00	-0.05721	-0.05721	14690.20	14609.60	14609.60	True
LW60	4.17	-0.05151	-0.05151	14690.20	14652.80	14652.80	True
LW60	4.33	-0.04589	-0.04589	14690.20	14695.40	14695.40	True
LW60	4.50	-0.03847	-0.03847	14690.20	14751.60	14751.60	True
LW60	4.67	-0.03531	-0.03531	14690.20	14775.50	14775.50	True
LW60	4.83	-0.02996	-0.02996	14690.20	14816.09	14816.09	True
LW60	5.00	-0.02442	-0.02442	14690.20	14858.00	14858.00	True
LW60	5.17	-0.01573	-0.01573	14690.20	14923.90	14923.90	True
LW60	5.33	-0.00750	-0.00750	14690.20	14986.20	14986.20	True
LW60	5.50	0.00142	0.00142	14690.20	15053.80	15053.80	True
LW60	5.67	0.01140	0.01140	14690.20	15129.40	15129.40	True
LW60	5.83	0.02087	0.02087	14690.20	15201.18	15201.18	True
LW60	6.00	0.03191	0.03191	14690.20	15284.80	15284.80	True
LW60	6.17	0.04203	0.04203	14690.20	15361.50	15361.50	True
LW60	6.33	0.05262	0.05262	14690.20	15441.70	15441.70	True
LW60	6.50	0.06603	0.06603	14690.20	15543.30	15543.30	True
LW60	6.67	0.07825	0.07825	14690.20	15635.90	15635.90	True
LW60	6.83	0.09012	0.09012	14690.20	15725.82	15725.82	True
LW60	7.00	0.10473	0.10473	14690.20	15836.50	15836.50	True
LW60	7.17	0.11876	0.11876	14690.20	15942.80	15942.80	True
LW60	7.33	0.13182	0.13182	14690.20	16041.70	16041.70	True
LW60	7.50	0.14601	0.14601	14690.20	16149.20	16149.20	True
LW60	7.67	0.16030	0.16030	14690.20	16257.50	16257.50	True
LW60	7.83	0.17445	0.17445	14690.20	16364.73	16364.73	True
LW60	8.00	0.19024	0.19024	14690.20	16484.30	16484.30	True
LW60	8.17	0.20491	0.20491	14690.20	16595.50	16595.50	True
LW60	8.33	0.22025	0.22025	14690.20	16711.70	16711.70	True
LW60	8.50	0.23569	0.23569	14690.20	16828.70	16828.70	True
LW60	8.67	0.25083	0.25083	14690.20	16943.40	16943.40	True
LW60	8.83	0.26806	0.26806	14690.20	17073.91	17073.91	True
LW60	9.00	0.28609	0.28609	14690.20	17210.50	17210.50	True
LW60	9.17	0.30057	0.30057	14690.20	17320.20	17320.20	True
LW60	9.33	0.31637	0.31637	14690.20	17439.90	17439.90	True
LW60	9.50	0.33197	0.33197	14690.20	17558.10	17558.10	True
LW60	9.67	0.34605	0.34605	14690.20	17664.80	17664.80	True
LW60	9.83	0.36110	0.36110	14690.20	17778.82	17778.82	True
LW60	10.00	0.37621	0.37621	14690.20	17893.30	17893.30	True
LW60	10.17	0.39025	0.39025	14690.20	17999.60	17999.60	True
LW60	10.33	0.40186	0.40186	14690.20	18087.60	18087.60	True
LW60	10.50	0.41325	0.41325	14690.20	18173.90	18173.90	True
LW60	10.67	0.42549	0.42549	14690.20	18266.60	18266.60	True
LW60	10.83	0.43698	0.43698	14690.20	18353.64	18353.64	True
LW60	11.00	0.44663	0.44663	14690.20	18426.80	18426.80	True
LW60	11.17	0.45761	0.45761	14690.20	18510.00	18510.00	True
LW60	11.33	0.46666	0.46666	14690.20	18578.50	18578.50	True
LW60	11.50	0.47594	0.47594	14690.20	18648.80	18648.80	True
LW60	11.67	0.48399	0.48399	14690.20	18709.80	18709.80	True
LW60	11.83	0.49241	0.49241	14690.20	18773.64	18773.64	True
LW60	12.00	0.50086	0.50086	14690.20	18837.60	18837.60	True
LW60	12.17	0.50804	0.50804	14690.20	18892.00	18892.00	True
LW60	12.33	0.51528	0.51528	14690.20	18946.90	18946.90	True
LW60	12.50	0.52256	0.52256	14690.20	19002.00	19002.00	True
LW60	12.67	0.52694	0.52694	14690.20	19035.20	19035.20	True
LW60	12.83	0.53465	0.53465	14690.20	19093.64	19093.64	True
LW60	13.00	0.54090	0.54090	14690.20	19141.00	19141.00	True
LW60	13.17	0.54781	0.54781	14690.20	19193.30	19193.30	True
LW65	0.00	-0.94725	-0.94725	7000.95	6425.09	6425.09	True
LW65	0.17	-0.48084	-0.48084	7000.95	6803.90	6803.90	True
LW65	0.33	-0.09878	-0.09878	7000.95	7114.20	7114.20	True
LW65	0.50	0.05809	0.05809	7000.95	7241.60	7241.60	True
LW65	0.67	0.06227	0.06227	7000.95	7245.00	7245.00	True
LW65	0.83	0.01649	0.01649	7000.95	7207.82	7207.82	True
LW65	1.00	-0.03808	-0.03808	7000.95	7163.50	7163.50	True
LW65	1.17	-0.08856	-0.08856	7000.95	7122.50	7122.50	True
LW65	1.33	-0.14175	-0.14175	7000.95	7079.30	7079.30	True
LW65	1.50	-0.18509	-0.18509	7000.95	7044.10	7044.10	True
LW65	1.67	-0.22215	-0.22215	7000.95	7014.00	7014.00	True
LW65	1.83	-0.25427	-0.25427	7000.95	6987.91	6987.91	True
LW65	2.00	-0.27792	-0.27792	7000.95	6968.70	6968.70	True
LW65	2.17	-0.29553	-0.29553	7000.95	6954.40	6954.40	True
LW65	2.33	-0.31326	-0.31326	7000.95	6940.00	6940.00	True
LW65	2.50	-0.32828	-0.32828	7000.95	6927.80	6927.80	True
LW65	2.67	-0.35476	-0.35476	7000.95	6906.30	6906.30	True
LW65	2.83	-0.35333	-0.35333	7000.95	6907.45	6907.45	True
LW65	3.00	-0.37101	-0.37101	7000.95	6893.10	6893.10	True
LW65	3.17	-0.38541	-0.38541	7000.95	6881.40	6881.40	True
LW65	3.33	-0.38270	-0.38270	7000.95	6883.60	6883.60	True
LW65	3.50	-0.38861	-0.38861	7000.95	6878.80	6878.80	True
LW65	3.67	-0.40179	-0.40179	7000.95	6868.10	6868.10	True
LW65	3.83	-0.39329	-0.39329	7000.95	6875.00	6875.00	True
LW65	4.00	-0.40782	-0.40782	7000.95	6863.20	6863.20	True
LW65	4.17	-0.39871	-0.39871	7000.95	6870.60	6870.60	True
LW65	4.33	-0.38270	-0.38270	7000.95	6883.60	6883.60	True
LW65	4.50	-0.36239	-0.36239	7000.95	6900.10	6900.10	True
LW65	4.67	-0.33493	-0.33493	7000.95	6922.40	6922.40	True
LW65	4.83	-0.30274	-0.30274	7000.95	6948.55	6948.55	True
LW65	5.00	-0.26967	-0.26967	7000.95	6975.40	6975.40	True
LW65	5.17	-0.21021	-0.21021	7000.95	7023.70	7023.70	True
LW65	5.33	-0.15985	-0.15985	7000.95	7064.60	7064.60	True
LW65	5.50	-0.10826	-0.10826	7000.95	7106.50	7106.50	True
LW65	5.67	-0.05507	-0.05507	7000.95	7149.70	7149.70	True
LW65	5.83	-0.00802	-0.00802	7000.95	7187.91	7187.91	True
LW65	6.00	0.03617	0.03617	7000.95	7223.80	7223.80	True
LW65	6.17	0.06424	0.06424	7000.95	7246.60	7246.60	True
LW65	6.33	0.08013	0.08013	7000.95	7259.50	7259.50	True
LW65	6.50	0.09564	0.09564	7000.95	7272.10	7272.10	True
LW65	6.67	0.12470	0.12470	7000.95	7295.70	7295.70	True
LW65	6.83	0.12630	0.12630	7000.95	7297.00	7297.00	True
LW65	7.00	0.15154	0.15154	7000.95	7317.50	7317.50	True
LW65	7.17	0.16090	0.16090	7000.95	7325.10	7325.10	True
LW65	7.33	0.16767	0.16767	7000.95	7330.60	7330.60	True
LW65	7.50	0.18023	0.18023	7000.95	7340.80	7340.80	True
LW65	7.67	0.18318	0.18318	7000.95	7343.20	7343.20	True
LW65	7.83	0.18797	0.18797	7000.95	7347.09	7347.09	True
LW65	8.00	0.20264	0.20264	7000.95	7359.00	7359.00	True
LW65	8.17	0.20830	0.20830	7000.95	7363.60	7363.60	True
LW65	8.33	0.21643	0.21643	7000.95	7370.20	7370.20	True
LW65	8.50	0.21901	0.21901	7000.95	7372.30	7372.30	True
LW65	8.67	0.22197	0.22197	7000.95	7374.70	7374.70	True
LW65	8.83	0.22189	0.22189	7000.95	7374.64	7374.64	True
LW65	9.00	0.23650	0.23650	7000.95	7386.50	7386.50	True
LW65	9.17	0.24068	0.24068	7000.95	7389.90	7389.90	True
LW65	9.33	0.24979	0.24979	7000.95	7397.30	7397.30	True
LW65	9.50	0.26518	0.26518	7000.95	7409.80	7409.80	True
LW65	9.67	0.26445	0.26445	7000.95	7409.20	7409.20	True
LW65	9.83	0.26823	0.26823	7000.95	7412.27	7412.27	True
LW65	10.00	0.26900	0.26900	7000.95	7412.90	7412.90	True
LW65	10.17	0.27651	0.27651	7000.95	7419.00	7419.00	True
LW65	10.33	0.29326	0.29326	7000.95	7432.60	7432.60	True
LW65	10.50	0.29301	0.29301	7000.95	7432.40	7432.40	True
LW65	10.67	0.29609	0.29609	7000.95	7434.90	7434.90	True
LW65	10.83	0.31703	0.31703	7000.95	7451.91	7451.91	True
LW65	11.00	0.31874	0.31874	7000.95	7453.30	7453.30	True
LW65	11.17	0.32404	0.32404	7000.95	7457.60	7457.60	True
LW65	11.33	0.32465	0.32465	7000.95	7458.10	7458.10	True
LW65	11.50	0.32453	0.32453	7000.95	7458.00	7458.00	True
LW65	11.67	0.32404	0.32404	7000.95	7457.60	7457.60	True
LW65	11.83	0.32912	0.32912	7000.95	7461.73	7461.73	True
LW65	12.00	0.34435	0.34435	7000.95	7474.10	7474.10	True
LW65	12.17	0.35162	0.35162	7000.95	7480.00	7480.00	True
LW65	12.33	0.35371	0.35371	7000.95	7481.70	7481.70	True
LW65	12.50	0.35420	0.35420	7000.95	7482.10	7482.10	True
LW65	12.67	0.35260	0.35260	7000.95	7480.80	7480.80	True
LW65	12.83	0.35654	0.35654	7000.95	7484.00	7484.00	True
LW65	13.00	0.35876	0.35876	7000.95	7485.80	7485.80	True
LW65	13.17	0.37317	0.37317	7000.95	7497.50	7497.50	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