2026-04-15 C1.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 C1.xlsx	Well ID	C1
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	14.69265	2.0-42.0 h
LW60	end_norm	0.52505	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.52505	2.0-42.0 h
LW60	max_norm	0.52505	2.0-42.0 h
LW60	min_norm	-0.00074	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	0.01144	2.0-42.0 h
LW61	auc_norm	37.89336	2.0-42.0 h
LW61	end_norm	2.62849	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	2.62849	2.0-42.0 h
LW61	max_norm	2.62849	2.0-42.0 h
LW61	min_norm	0.00911	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	0.04342	2.0-42.0 h
LW62	auc_norm	-23.20646	2.0-42.0 h
LW62	end_norm	-0.64879	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.65312	2.0-42.0 h
LW62	max_norm	-0.01826	2.0-42.0 h
LW62	min_norm	-0.65312	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	-0.00648	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	0.13568	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.11162	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-4.28961	2.0-42.0 h
LW64	end_norm	-0.20124	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.20140	2.0-42.0 h
LW64	max_norm	0.01444	2.0-42.0 h
LW64	min_norm	-0.20140	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.10373	2.0-42.0 h
LW64	pct_saturated_rows	0.11237	2.0-42.0 h
LW64	slope_norm	-0.00583	2.0-42.0 h
LW65	auc_norm	4.41685	2.0-42.0 h
LW65	end_norm	0.15173	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.15208	2.0-42.0 h
LW65	max_norm	0.15208	2.0-42.0 h
LW65	min_norm	-0.00034	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	0.00303	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	9862.26000	362.57771	Ready
LW65	5	6822.74727	193.11970	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	5240.55–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	5240.55–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	5240.55–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	5240.55–49923.62 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	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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	-0.79589	-0.79589	9728.20	5852.91	5852.91	True
LW60	0.17	-0.40100	-0.40100	9728.20	7842.20	7842.20	True
LW60	0.33	-0.12446	-0.12446	9728.20	9235.30	9235.30	True
LW60	0.50	-0.00029	-0.00029	9728.20	9860.80	9860.80	True
LW60	0.67	0.04477	0.04477	9728.20	10087.80	10087.80	True
LW60	0.83	0.04382	0.04382	9728.20	10083.00	10083.00	True
LW60	1.00	0.03616	0.03616	9728.20	10044.40	10044.40	True
LW60	1.17	0.00880	0.00880	9728.20	9906.60	9906.60	True
LW60	1.33	-0.00946	-0.00946	9728.20	9814.60	9814.60	True
LW60	1.50	-0.01899	-0.01899	9728.20	9766.60	9766.60	True
LW60	1.67	-0.02518	-0.02518	9728.20	9735.40	9735.40	True
LW60	1.83	-0.02804	-0.02804	9728.20	9721.00	9721.00	True
LW60	2.00	-0.02804	-0.02804	9728.20	9721.00	9721.00	True
LW60	2.17	-0.02518	-0.02518	9728.20	9735.40	9735.40	True
LW60	2.33	-0.02137	-0.02137	9728.20	9754.60	9754.60	True
LW60	2.50	-0.01613	-0.01613	9728.20	9781.00	9781.00	True
LW60	2.67	-0.01041	-0.01041	9728.20	9809.80	9809.80	True
LW60	2.83	-0.00422	-0.00422	9728.20	9841.00	9841.00	True
LW60	3.00	0.00203	0.00203	9728.20	9872.50	9872.50	True
LW60	3.17	0.00598	0.00598	9728.20	9892.40	9892.40	True
LW60	3.33	0.01265	0.01265	9728.20	9926.00	9926.00	True
LW60	3.50	0.02075	0.02075	9728.20	9966.80	9966.80	True
LW60	3.67	0.03379	0.03379	9728.20	10032.50	10032.50	True
LW60	3.83	0.05127	0.05127	9728.20	10120.55	10120.55	True
LW60	4.00	0.07757	0.07757	9728.20	10253.00	10253.00	True
LW60	4.17	0.11530	0.11530	9728.20	10443.10	10443.10	True
LW60	4.33	0.16578	0.16578	9728.20	10697.40	10697.40	True
LW60	4.50	0.23411	0.23411	9728.20	11041.60	11041.60	True
LW60	4.67	0.28658	0.28658	9728.20	11305.90	11305.90	True
LW60	4.83	0.31531	0.31531	9728.20	11450.64	11450.64	True
LW60	5.00	0.32997	0.32997	9728.20	11524.50	11524.50	True
LW60	5.17	0.33890	0.33890	9728.20	11569.50	11569.50	True
LW60	5.33	0.34287	0.34287	9728.20	11589.50	11589.50	True
LW60	5.50	0.34635	0.34635	9728.20	11607.00	11607.00	True
LW60	5.67	0.35081	0.35081	9728.20	11629.50	11629.50	True
LW60	5.83	0.35304	0.35304	9728.20	11640.73	11640.73	True
LW60	6.00	0.35274	0.35274	9728.20	11639.20	11639.20	True
LW60	6.17	0.35179	0.35179	9728.20	11634.40	11634.40	True
LW60	6.33	0.35131	0.35131	9728.20	11632.00	11632.00	True
LW60	6.50	0.34635	0.34635	9728.20	11607.00	11607.00	True
LW60	6.67	0.34287	0.34287	9728.20	11589.50	11589.50	True
LW60	6.83	0.33642	0.33642	9728.20	11557.00	11557.00	True
LW60	7.00	0.33146	0.33146	9728.20	11532.00	11532.00	True
LW60	7.17	0.33146	0.33146	9728.20	11532.00	11532.00	True
LW60	7.33	0.33146	0.33146	9728.20	11532.00	11532.00	True
LW60	7.50	0.33245	0.33245	9728.20	11537.00	11537.00	True
LW60	7.67	0.33741	0.33741	9728.20	11562.00	11562.00	True
LW60	7.83	0.34184	0.34184	9728.20	11584.27	11584.27	True
LW60	8.00	0.34585	0.34585	9728.20	11604.50	11604.50	True
LW60	8.17	0.35032	0.35032	9728.20	11627.00	11627.00	True
LW60	8.33	0.35512	0.35512	9728.20	11651.20	11651.20	True
LW60	8.50	0.36104	0.36104	9728.20	11681.00	11681.00	True
LW60	8.67	0.36550	0.36550	9728.20	11703.50	11703.50	True
LW60	8.83	0.36961	0.36961	9728.20	11724.18	11724.18	True
LW60	9.00	0.37444	0.37444	9728.20	11748.50	11748.50	True
LW60	9.17	0.38039	0.38039	9728.20	11778.50	11778.50	True
LW60	9.33	0.38486	0.38486	9728.20	11801.00	11801.00	True
LW60	9.50	0.39081	0.39081	9728.20	11831.00	11831.00	True
LW60	9.67	0.39627	0.39627	9728.20	11858.50	11858.50	True
LW60	9.83	0.40300	0.40300	9728.20	11892.36	11892.36	True
LW60	10.00	0.41070	0.41070	9728.20	11931.20	11931.20	True
LW60	10.17	0.41831	0.41831	9728.20	11969.50	11969.50	True
LW60	10.33	0.42426	0.42426	9728.20	11999.50	11999.50	True
LW60	10.50	0.43369	0.43369	9728.20	12047.00	12047.00	True
LW60	10.67	0.44114	0.44114	9728.20	12084.50	12084.50	True
LW60	10.83	0.44966	0.44966	9728.20	12127.45	12127.45	True
LW60	11.00	0.45809	0.45809	9728.20	12169.90	12169.90	True
LW60	11.17	0.46714	0.46714	9728.20	12215.50	12215.50	True
LW60	11.33	0.47409	0.47409	9728.20	12250.50	12250.50	True
LW60	11.50	0.48260	0.48260	9728.20	12293.40	12293.40	True
LW60	11.67	0.48918	0.48918	9728.20	12326.50	12326.50	True
LW60	11.83	0.49833	0.49833	9728.20	12372.64	12372.64	True
LW60	12.00	0.50672	0.50672	9728.20	12414.90	12414.90	True
LW60	12.17	0.51468	0.51468	9728.20	12455.00	12455.00	True
LW60	12.33	0.52066	0.52066	9728.20	12485.10	12485.10	True
LW60	12.50	0.52729	0.52729	9728.20	12518.50	12518.50	True
LW60	12.67	0.53275	0.53275	9728.20	12546.00	12546.00	True
LW60	12.83	0.53901	0.53901	9728.20	12577.55	12577.55	True
LW60	13.00	0.54635	0.54635	9728.20	12614.50	12614.50	True
LW60	13.17	0.55288	0.55288	9728.20	12647.40	12647.40	True
LW65	0.00	-1.00000	-1.00000	6855.40	5240.55	5240.55	True
LW65	0.17	-0.56715	-0.56715	6855.40	5925.40	5925.40	True
LW65	0.33	-0.20948	-0.20948	6855.40	6491.30	6491.30	True
LW65	0.50	-0.00679	-0.00679	6855.40	6812.00	6812.00	True
LW65	0.67	0.06526	0.06526	6855.40	6926.00	6926.00	True
LW65	0.83	0.07577	0.07577	6855.40	6942.64	6942.64	True
LW65	1.00	0.07524	0.07524	6855.40	6941.80	6941.80	True
LW65	1.17	0.05256	0.05256	6855.40	6905.90	6905.90	True
LW65	1.33	0.03808	0.03808	6855.40	6883.00	6883.00	True
LW65	1.50	0.02500	0.02500	6855.40	6862.30	6862.30	True
LW65	1.67	0.02209	0.02209	6855.40	6857.70	6857.70	True
LW65	1.83	0.01826	0.01826	6855.40	6851.64	6851.64	True
LW65	2.00	0.01918	0.01918	6855.40	6853.10	6853.10	True
LW65	2.17	0.02064	0.02064	6855.40	6855.40	6855.40	True
LW65	2.33	0.02209	0.02209	6855.40	6857.70	6857.70	True
LW65	2.50	0.02354	0.02354	6855.40	6860.00	6860.00	True
LW65	2.67	0.02354	0.02354	6855.40	6860.00	6860.00	True
LW65	2.83	0.03412	0.03412	6855.40	6876.73	6876.73	True
LW65	3.00	0.03808	0.03808	6855.40	6883.00	6883.00	True
LW65	3.17	0.03808	0.03808	6855.40	6883.00	6883.00	True
LW65	3.33	0.04680	0.04680	6855.40	6896.80	6896.80	True
LW65	3.50	0.05262	0.05262	6855.40	6906.00	6906.00	True
LW65	3.67	0.05818	0.05818	6855.40	6914.80	6914.80	True
LW65	3.83	0.07313	0.07313	6855.40	6938.45	6938.45	True
LW65	4.00	0.08978	0.08978	6855.40	6964.80	6964.80	True
LW65	4.17	0.11886	0.11886	6855.40	7010.80	7010.80	True
LW65	4.33	0.15520	0.15520	6855.40	7068.30	7068.30	True
LW65	4.50	0.21044	0.21044	6855.40	7155.70	7155.70	True
LW65	4.67	0.25550	0.25550	6855.40	7227.00	7227.00	True
LW65	4.83	0.28325	0.28325	6855.40	7270.91	7270.91	True
LW65	5.00	0.30056	0.30056	6855.40	7298.30	7298.30	True
LW65	5.17	0.31074	0.31074	6855.40	7314.40	7314.40	True
LW65	5.33	0.31946	0.31946	6855.40	7328.20	7328.20	True
LW65	5.50	0.32818	0.32818	6855.40	7342.00	7342.00	True
LW65	5.67	0.33836	0.33836	6855.40	7358.10	7358.10	True
LW65	5.83	0.34272	0.34272	6855.40	7365.00	7365.00	True
LW65	6.00	0.34272	0.34272	6855.40	7365.00	7365.00	True
LW65	6.17	0.34999	0.34999	6855.40	7376.50	7376.50	True
LW65	6.33	0.35580	0.35580	6855.40	7385.70	7385.70	True
LW65	6.50	0.35144	0.35144	6855.40	7378.80	7378.80	True
LW65	6.67	0.35290	0.35290	6855.40	7381.10	7381.10	True
LW65	6.83	0.34404	0.34404	6855.40	7367.09	7367.09	True
LW65	7.00	0.34272	0.34272	6855.40	7365.00	7365.00	True
LW65	7.17	0.34272	0.34272	6855.40	7365.00	7365.00	True
LW65	7.33	0.34272	0.34272	6855.40	7365.00	7365.00	True
LW65	7.50	0.34272	0.34272	6855.40	7365.00	7365.00	True
LW65	7.67	0.34417	0.34417	6855.40	7367.30	7367.30	True
LW65	7.83	0.34404	0.34404	6855.40	7367.09	7367.09	True
LW65	8.00	0.34999	0.34999	6855.40	7376.50	7376.50	True
LW65	8.17	0.34999	0.34999	6855.40	7376.50	7376.50	True
LW65	8.33	0.34708	0.34708	6855.40	7371.90	7371.90	True
LW65	8.50	0.35144	0.35144	6855.40	7378.80	7378.80	True
LW65	8.67	0.34417	0.34417	6855.40	7367.30	7367.30	True
LW65	8.83	0.34933	0.34933	6855.40	7375.45	7375.45	True
LW65	9.00	0.34563	0.34563	6855.40	7369.60	7369.60	True
LW65	9.17	0.34563	0.34563	6855.40	7369.60	7369.60	True
LW65	9.33	0.34417	0.34417	6855.40	7367.30	7367.30	True
LW65	9.50	0.34563	0.34563	6855.40	7369.60	7369.60	True
LW65	9.67	0.34417	0.34417	6855.40	7367.30	7367.30	True
LW65	9.83	0.34668	0.34668	6855.40	7371.27	7371.27	True
LW65	10.00	0.35435	0.35435	6855.40	7383.40	7383.40	True
LW65	10.17	0.35580	0.35580	6855.40	7385.70	7385.70	True
LW65	10.33	0.35726	0.35726	6855.40	7388.00	7388.00	True
LW65	10.50	0.35726	0.35726	6855.40	7388.00	7388.00	True
LW65	10.67	0.35726	0.35726	6855.40	7388.00	7388.00	True
LW65	10.83	0.36519	0.36519	6855.40	7400.55	7400.55	True
LW65	11.00	0.36598	0.36598	6855.40	7401.80	7401.80	True
LW65	11.17	0.37179	0.37179	6855.40	7411.00	7411.00	True
LW65	11.33	0.37179	0.37179	6855.40	7411.00	7411.00	True
LW65	11.50	0.37325	0.37325	6855.40	7413.30	7413.30	True
LW65	11.67	0.38342	0.38342	6855.40	7429.40	7429.40	True
LW65	11.83	0.38633	0.38633	6855.40	7434.00	7434.00	True
LW65	12.00	0.38633	0.38633	6855.40	7434.00	7434.00	True
LW65	12.17	0.39069	0.39069	6855.40	7440.90	7440.90	True
LW65	12.33	0.39651	0.39651	6855.40	7450.10	7450.10	True
LW65	12.50	0.40087	0.40087	6855.40	7457.00	7457.00	True
LW65	12.67	0.40087	0.40087	6855.40	7457.00	7457.00	True
LW65	12.83	0.40087	0.40087	6855.40	7457.00	7457.00	True
LW65	13.00	0.40087	0.40087	6855.40	7457.00	7457.00	True
LW65	13.17	0.40523	0.40523	6855.40	7463.90	7463.90	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