2026-04-15 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: 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 C2.xlsx	Well ID	C2
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	10.55023	2.0-42.0 h
LW60	end_norm	0.38478	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.38506	2.0-42.0 h
LW60	max_norm	0.38506	2.0-42.0 h
LW60	min_norm	-0.00523	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	0.00973	2.0-42.0 h
LW61	auc_norm	22.49704	2.0-42.0 h
LW61	end_norm	0.76498	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.85381	2.0-42.0 h
LW61	max_norm	0.85381	2.0-42.0 h
LW61	min_norm	0.02369	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	0.01578	2.0-42.0 h
LW62	auc_norm	-16.54780	2.0-42.0 h
LW62	end_norm	-0.54262	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.54453	2.0-42.0 h
LW62	max_norm	0.02957	2.0-42.0 h
LW62	min_norm	-0.54453	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	-0.01169	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	0.10622	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-9.93800	2.0-42.0 h
LW64	end_norm	-0.33711	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.33711	2.0-42.0 h
LW64	max_norm	-0.04088	2.0-42.0 h
LW64	min_norm	-0.33711	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	-0.00527	2.0-42.0 h
LW65	auc_norm	3.28931	2.0-42.0 h
LW65	end_norm	0.11782	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.11825	2.0-42.0 h
LW65	max_norm	0.11825	2.0-42.0 h
LW65	min_norm	-0.01671	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	0.00301	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	9255.33091	43.04004	Ready
LW65	5	5438.57818	68.18304	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	4695.73–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	4695.73–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	4695.73–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	4695.73–49923.62 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	-0.39589	-0.39589	9170.00	7876.18	7876.18	True
LW60	0.17	-0.09413	-0.09413	9170.00	8927.40	8927.40	True
LW60	0.33	-0.00403	-0.00403	9170.00	9241.30	9241.30	True
LW60	0.50	0.01104	0.01104	9170.00	9293.80	9293.80	True
LW60	0.67	0.00898	0.00898	9170.00	9286.60	9286.60	True
LW60	0.83	0.00349	0.00349	9170.00	9267.50	9267.50	True
LW60	1.00	-0.01948	-0.01948	9170.00	9187.45	9187.45	True
LW60	1.17	-0.02449	-0.02449	9170.00	9170.00	9170.00	True
LW60	1.33	-0.02449	-0.02449	9170.00	9170.00	9170.00	True
LW60	1.50	-0.02449	-0.02449	9170.00	9170.00	9170.00	True
LW60	1.67	-0.02449	-0.02449	9170.00	9170.00	9170.00	True
LW60	1.83	-0.02449	-0.02449	9170.00	9170.00	9170.00	True
LW60	2.00	-0.02518	-0.02518	9170.00	9167.60	9167.60	True
LW60	2.17	-0.03001	-0.03001	9170.00	9150.80	9150.80	True
LW60	2.33	-0.02932	-0.02932	9170.00	9153.20	9153.20	True
LW60	2.50	-0.03069	-0.03069	9170.00	9148.40	9148.40	True
LW60	2.67	-0.03069	-0.03069	9170.00	9148.40	9148.40	True
LW60	2.83	-0.03138	-0.03138	9170.00	9146.00	9146.00	True
LW60	3.00	-0.03345	-0.03345	9170.00	9138.80	9138.80	True
LW60	3.17	-0.03827	-0.03827	9170.00	9122.00	9122.00	True
LW60	3.33	-0.03827	-0.03827	9170.00	9122.00	9122.00	True
LW60	3.50	-0.03758	-0.03758	9170.00	9124.40	9124.40	True
LW60	3.67	-0.03483	-0.03483	9170.00	9134.00	9134.00	True
LW60	3.83	-0.03138	-0.03138	9170.00	9146.00	9146.00	True
LW60	4.00	-0.03138	-0.03138	9170.00	9146.00	9146.00	True
LW60	4.17	-0.02587	-0.02587	9170.00	9165.20	9165.20	True
LW60	4.33	-0.01967	-0.01967	9170.00	9186.80	9186.80	True
LW60	4.50	-0.01298	-0.01298	9170.00	9210.10	9210.10	True
LW60	4.67	-0.00687	-0.00687	9170.00	9231.40	9231.40	True
LW60	4.83	-0.00286	-0.00286	9170.00	9245.36	9245.36	True
LW60	5.00	0.00415	0.00415	9170.00	9269.80	9269.80	True
LW60	5.17	0.01173	0.01173	9170.00	9296.20	9296.20	True
LW60	5.33	0.01862	0.01862	9170.00	9320.20	9320.20	True
LW60	5.50	0.02758	0.02758	9170.00	9351.40	9351.40	True
LW60	5.67	0.03653	0.03653	9170.00	9382.60	9382.60	True
LW60	5.83	0.04662	0.04662	9170.00	9417.73	9417.73	True
LW60	6.00	0.05582	0.05582	9170.00	9449.80	9449.80	True
LW60	6.17	0.06822	0.06822	9170.00	9493.00	9493.00	True
LW60	6.33	0.07994	0.07994	9170.00	9533.80	9533.80	True
LW60	6.50	0.09440	0.09440	9170.00	9584.20	9584.20	True
LW60	6.67	0.10818	0.10818	9170.00	9632.20	9632.20	True
LW60	6.83	0.12490	0.12490	9170.00	9690.45	9690.45	True
LW60	7.00	0.14263	0.14263	9170.00	9752.20	9752.20	True
LW60	7.17	0.15985	0.15985	9170.00	9812.20	9812.20	True
LW60	7.33	0.17581	0.17581	9170.00	9867.80	9867.80	True
LW60	7.50	0.19183	0.19183	9170.00	9923.60	9923.60	True
LW60	7.67	0.20561	0.20561	9170.00	9971.60	9971.60	True
LW60	7.83	0.22065	0.22065	9170.00	10024.00	10024.00	True
LW60	8.00	0.23690	0.23690	9170.00	10080.60	10080.60	True
LW60	8.17	0.25088	0.25088	9170.00	10129.30	10129.30	True
LW60	8.33	0.26405	0.26405	9170.00	10175.20	10175.20	True
LW60	8.50	0.27731	0.27731	9170.00	10221.40	10221.40	True
LW60	8.67	0.29261	0.29261	9170.00	10274.70	10274.70	True
LW60	8.83	0.30609	0.30609	9170.00	10321.64	10321.64	True
LW60	9.00	0.32135	0.32135	9170.00	10374.80	10374.80	True
LW60	9.17	0.33470	0.33470	9170.00	10421.30	10421.30	True
LW60	9.33	0.34721	0.34721	9170.00	10464.90	10464.90	True
LW60	9.50	0.36128	0.36128	9170.00	10513.90	10513.90	True
LW60	9.67	0.37537	0.37537	9170.00	10563.00	10563.00	True
LW60	9.83	0.39019	0.39019	9170.00	10614.64	10614.64	True
LW60	10.00	0.40264	0.40264	9170.00	10658.00	10658.00	True
LW60	10.17	0.41599	0.41599	9170.00	10704.50	10704.50	True
LW60	10.33	0.43005	0.43005	9170.00	10753.50	10753.50	True
LW60	10.50	0.44076	0.44076	9170.00	10790.80	10790.80	True
LW60	10.67	0.45201	0.45201	9170.00	10830.00	10830.00	True
LW60	10.83	0.46373	0.46373	9170.00	10870.82	10870.82	True
LW60	11.00	0.47449	0.47449	9170.00	10908.30	10908.30	True
LW60	11.17	0.48589	0.48589	9170.00	10948.00	10948.00	True
LW60	11.33	0.49433	0.49433	9170.00	10977.40	10977.40	True
LW60	11.50	0.50498	0.50498	9170.00	11014.50	11014.50	True
LW60	11.67	0.51281	0.51281	9170.00	11041.80	11041.80	True
LW60	11.83	0.52159	0.52159	9170.00	11072.36	11072.36	True
LW60	12.00	0.52909	0.52909	9170.00	11098.50	11098.50	True
LW60	12.17	0.53819	0.53819	9170.00	11130.20	11130.20	True
LW60	12.33	0.54387	0.54387	9170.00	11150.00	11150.00	True
LW60	12.50	0.55033	0.55033	9170.00	11172.50	11172.50	True
LW60	12.67	0.55736	0.55736	9170.00	11197.00	11197.00	True
LW60	12.83	0.56342	0.56342	9170.00	11218.09	11218.09	True
LW60	13.00	0.57085	0.57085	9170.00	11244.00	11244.00	True
LW60	13.17	0.57588	0.57588	9170.00	11261.50	11261.50	True
LW65	0.00	-1.00000	-1.00000	5366.68	4695.73	4695.73	True
LW65	0.17	-0.51071	-0.51071	5366.68	5059.20	5059.20	True
LW65	0.33	-0.15599	-0.15599	5366.68	5322.70	5322.70	True
LW65	0.50	0.00191	0.00191	5366.68	5440.00	5440.00	True
LW65	0.67	0.05320	0.05320	5366.68	5478.10	5478.10	True
LW65	0.83	0.07730	0.07730	5366.68	5496.00	5496.00	True
LW65	1.00	0.02358	0.02358	5366.68	5456.09	5456.09	True
LW65	1.17	-0.01586	-0.01586	5366.68	5426.80	5426.80	True
LW65	1.33	-0.04251	-0.04251	5366.68	5407.00	5407.00	True
LW65	1.50	-0.06324	-0.06324	5366.68	5391.60	5391.60	True
LW65	1.67	-0.08693	-0.08693	5366.68	5374.00	5374.00	True
LW65	1.83	-0.10664	-0.10664	5366.68	5359.36	5359.36	True
LW65	2.00	-0.11789	-0.11789	5366.68	5351.00	5351.00	True
LW65	2.17	-0.13566	-0.13566	5366.68	5337.80	5337.80	True
LW65	2.33	-0.14751	-0.14751	5366.68	5329.00	5329.00	True
LW65	2.50	-0.14751	-0.14751	5366.68	5329.00	5329.00	True
LW65	2.67	-0.16528	-0.16528	5366.68	5315.80	5315.80	True
LW65	2.83	-0.17713	-0.17713	5366.68	5307.00	5307.00	True
LW65	3.00	-0.18009	-0.18009	5366.68	5304.80	5304.80	True
LW65	3.17	-0.20378	-0.20378	5366.68	5287.20	5287.20	True
LW65	3.33	-0.20674	-0.20674	5366.68	5285.00	5285.00	True
LW65	3.50	-0.20970	-0.20970	5366.68	5282.80	5282.80	True
LW65	3.67	-0.21266	-0.21266	5366.68	5280.60	5280.60	True
LW65	3.83	-0.21751	-0.21751	5366.68	5277.00	5277.00	True
LW65	4.00	-0.20674	-0.20674	5366.68	5285.00	5285.00	True
LW65	4.17	-0.20674	-0.20674	5366.68	5285.00	5285.00	True
LW65	4.33	-0.20674	-0.20674	5366.68	5285.00	5285.00	True
LW65	4.50	-0.18601	-0.18601	5366.68	5300.40	5300.40	True
LW65	4.67	-0.16528	-0.16528	5366.68	5315.80	5315.80	True
LW65	4.83	-0.14482	-0.14482	5366.68	5331.00	5331.00	True
LW65	5.00	-0.11170	-0.11170	5366.68	5355.60	5355.60	True
LW65	5.17	-0.08397	-0.08397	5366.68	5376.20	5376.20	True
LW65	5.33	-0.04843	-0.04843	5366.68	5402.60	5402.60	True
LW65	5.50	-0.01289	-0.01289	5366.68	5429.00	5429.00	True
LW65	5.67	0.02870	0.02870	5366.68	5459.90	5459.90	True
LW65	5.83	0.05686	0.05686	5366.68	5480.82	5480.82	True
LW65	6.00	0.09211	0.09211	5366.68	5507.00	5507.00	True
LW65	6.17	0.11284	0.11284	5366.68	5522.40	5522.40	True
LW65	6.33	0.12792	0.12792	5366.68	5533.60	5533.60	True
LW65	6.50	0.15268	0.15268	5366.68	5552.00	5552.00	True
LW65	6.67	0.16749	0.16749	5366.68	5563.00	5563.00	True
LW65	6.83	0.18230	0.18230	5366.68	5574.00	5574.00	True
LW65	7.00	0.18230	0.18230	5366.68	5574.00	5574.00	True
LW65	7.17	0.20599	0.20599	5366.68	5591.60	5591.60	True
LW65	7.33	0.21192	0.21192	5366.68	5596.00	5596.00	True
LW65	7.50	0.22080	0.22080	5366.68	5602.60	5602.60	True
LW65	7.67	0.24153	0.24153	5366.68	5618.00	5618.00	True
LW65	7.83	0.24153	0.24153	5366.68	5618.00	5618.00	True
LW65	8.00	0.24153	0.24153	5366.68	5618.00	5618.00	True
LW65	8.17	0.24463	0.24463	5366.68	5620.30	5620.30	True
LW65	8.33	0.24463	0.24463	5366.68	5620.30	5620.30	True
LW65	8.50	0.25701	0.25701	5366.68	5629.50	5629.50	True
LW65	8.67	0.26011	0.26011	5366.68	5631.80	5631.80	True
LW65	8.83	0.26123	0.26123	5366.68	5632.64	5632.64	True
LW65	9.00	0.26630	0.26630	5366.68	5636.40	5636.40	True
LW65	9.17	0.27249	0.27249	5366.68	5641.00	5641.00	True
LW65	9.33	0.27249	0.27249	5366.68	5641.00	5641.00	True
LW65	9.50	0.27249	0.27249	5366.68	5641.00	5641.00	True
LW65	9.67	0.27249	0.27249	5366.68	5641.00	5641.00	True
LW65	9.83	0.27788	0.27788	5366.68	5645.00	5645.00	True
LW65	10.00	0.30211	0.30211	5366.68	5663.00	5663.00	True
LW65	10.17	0.29619	0.29619	5366.68	5658.60	5658.60	True
LW65	10.33	0.30211	0.30211	5366.68	5663.00	5663.00	True
LW65	10.50	0.30803	0.30803	5366.68	5667.40	5667.40	True
LW65	10.67	0.32580	0.32580	5366.68	5680.60	5680.60	True
LW65	10.83	0.33172	0.33172	5366.68	5685.00	5685.00	True
LW65	11.00	0.33172	0.33172	5366.68	5685.00	5685.00	True
LW65	11.17	0.33172	0.33172	5366.68	5685.00	5685.00	True
LW65	11.33	0.33482	0.33482	5366.68	5687.30	5687.30	True
LW65	11.50	0.35340	0.35340	5366.68	5701.10	5701.10	True
LW65	11.67	0.35649	0.35649	5366.68	5703.40	5703.40	True
LW65	11.83	0.36269	0.36269	5366.68	5708.00	5708.00	True
LW65	12.00	0.36269	0.36269	5366.68	5708.00	5708.00	True
LW65	12.17	0.36269	0.36269	5366.68	5708.00	5708.00	True
LW65	12.33	0.37749	0.37749	5366.68	5719.00	5719.00	True
LW65	12.50	0.36861	0.36861	5366.68	5712.40	5712.40	True
LW65	12.67	0.37157	0.37157	5366.68	5714.60	5714.60	True
LW65	12.83	0.38422	0.38422	5366.68	5724.00	5724.00	True
LW65	13.00	0.38046	0.38046	5366.68	5721.20	5721.20	True
LW65	13.17	0.39230	0.39230	5366.68	5730.00	5730.00	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