2026-04-13 A2.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: 2026-04-13 inc4 | 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	2026-04-13 inc4	Run date	2026-04-13
Media	FB	Incubator	inc4
Well file	2026-04-13 A2.xlsx	Well ID	A2
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 27853
Strain source	ATCC 27853	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	12.58304	2.0-42.0 h
LW60	end_norm	0.46098	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.46098	2.0-42.0 h
LW60	max_norm	0.46098	2.0-42.0 h
LW60	min_norm	0.00181	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		2.0-42.0 h
LW61	end_norm		2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm		2.0-42.0 h
LW61	max_norm		2.0-42.0 h
LW61	min_norm		2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	1.00000	2.0-42.0 h
LW61	pct_saturated_rows	0.99544	2.0-42.0 h
LW61	slope_norm		2.0-42.0 h
LW62	auc_norm		2.0-42.0 h
LW62	end_norm		2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm		2.0-42.0 h
LW62	max_norm		2.0-42.0 h
LW62	min_norm		2.0-42.0 h
LW62	pct_abnormal_rows	0.05228	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm		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	0.07510	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.05809	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	0.24066	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	4.12349	2.0-42.0 h
LW65	end_norm	0.14904	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.14904	2.0-42.0 h
LW65	max_norm	0.14904	2.0-42.0 h
LW65	min_norm	0.00268	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	0.00323	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 814 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	17877.60000	282.47912	Ready
LW65	5	5625.40364	142.72481	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	0.00–67.67 h	5015.55–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	5015.55–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	5015.55–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	5015.55–49923.62 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	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	-0.89653–1.00000 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	-0.14914	-0.14914	18438.45	16475.64	16475.64	True
LW60	0.17	-0.07298	-0.07298	18438.45	17191.60	17191.60	True
LW60	0.33	-0.04103	-0.04103	18438.45	17491.90	17491.90	True
LW60	0.50	-0.01721	-0.01721	18438.45	17715.80	17715.80	True
LW60	0.67	0.00259	0.00259	18438.45	17901.90	17901.90	True
LW60	0.83	0.02164	0.02164	18438.45	18081.00	18081.00	True
LW60	1.00	0.03402	0.03402	18438.45	18197.40	18197.40	True
LW60	1.17	0.04325	0.04325	18438.45	18284.20	18284.20	True
LW60	1.33	0.04891	0.04891	18438.45	18337.40	18337.40	True
LW60	1.50	0.05428	0.05428	18438.45	18387.80	18387.80	True
LW60	1.67	0.05845	0.05845	18438.45	18427.00	18427.00	True
LW60	1.83	0.06088	0.06088	18438.45	18449.91	18449.91	True
LW60	2.00	0.06321	0.06321	18438.45	18471.80	18471.80	True
LW60	2.17	0.06440	0.06440	18438.45	18483.00	18483.00	True
LW60	2.33	0.06708	0.06708	18438.45	18508.20	18508.20	True
LW60	2.50	0.06738	0.06738	18438.45	18511.00	18511.00	True
LW60	2.67	0.06857	0.06857	18438.45	18522.20	18522.20	True
LW60	2.83	0.06955	0.06955	18438.45	18531.36	18531.36	True
LW60	3.00	0.07036	0.07036	18438.45	18539.00	18539.00	True
LW60	3.17	0.07036	0.07036	18438.45	18539.00	18539.00	True
LW60	3.33	0.07036	0.07036	18438.45	18539.00	18539.00	True
LW60	3.50	0.07036	0.07036	18438.45	18539.00	18539.00	True
LW60	3.67	0.07125	0.07125	18438.45	18547.40	18547.40	True
LW60	3.83	0.07253	0.07253	18438.45	18559.36	18559.36	True
LW60	4.00	0.07334	0.07334	18438.45	18567.00	18567.00	True
LW60	4.17	0.07393	0.07393	18438.45	18572.60	18572.60	True
LW60	4.33	0.07632	0.07632	18438.45	18595.00	18595.00	True
LW60	4.50	0.07632	0.07632	18438.45	18595.00	18595.00	True
LW60	4.67	0.07900	0.07900	18438.45	18620.20	18620.20	True
LW60	4.83	0.08210	0.08210	18438.45	18649.36	18649.36	True
LW60	5.00	0.08625	0.08625	18438.45	18688.40	18688.40	True
LW60	5.17	0.09281	0.09281	18438.45	18750.00	18750.00	True
LW60	5.33	0.09946	0.09946	18438.45	18812.50	18812.50	True
LW60	5.50	0.10846	0.10846	18438.45	18897.10	18897.10	True
LW60	5.67	0.11476	0.11476	18438.45	18956.40	18956.40	True
LW60	5.83	0.11780	0.11780	18438.45	18984.91	18984.91	True
LW60	6.00	0.11988	0.11988	18438.45	19004.50	19004.50	True
LW60	6.17	0.11957	0.11957	18438.45	19001.60	19001.60	True
LW60	6.33	0.11957	0.11957	18438.45	19001.60	19001.60	True
LW60	6.50	0.12111	0.12111	18438.45	19016.10	19016.10	True
LW60	6.67	0.12172	0.12172	18438.45	19021.80	19021.80	True
LW60	6.83	0.12413	0.12413	18438.45	19044.45	19044.45	True
LW60	7.00	0.12769	0.12769	18438.45	19077.90	19077.90	True
LW60	7.17	0.13197	0.13197	18438.45	19118.10	19118.10	True
LW60	7.33	0.13771	0.13771	18438.45	19172.10	19172.10	True
LW60	7.50	0.14523	0.14523	18438.45	19242.80	19242.80	True
LW60	7.67	0.15524	0.15524	18438.45	19336.90	19336.90	True
LW60	7.83	0.17064	0.17064	18438.45	19481.64	19481.64	True
LW60	8.00	0.18867	0.18867	18438.45	19651.10	19651.10	True
LW60	8.17	0.20941	0.20941	18438.45	19846.10	19846.10	True
LW60	8.33	0.23269	0.23269	18438.45	20064.90	20064.90	True
LW60	8.50	0.25695	0.25695	18438.45	20293.00	20293.00	True
LW60	8.67	0.28225	0.28225	18438.45	20530.80	20530.80	True
LW60	8.83	0.30711	0.30711	18438.45	20764.45	20764.45	True
LW60	9.00	0.33190	0.33190	18438.45	20997.50	20997.50	True
LW60	9.17	0.35531	0.35531	18438.45	21217.60	21217.60	True
LW60	9.33	0.37661	0.37661	18438.45	21417.80	21417.80	True
LW60	9.50	0.39607	0.39607	18438.45	21600.70	21600.70	True
LW60	9.67	0.41562	0.41562	18438.45	21784.50	21784.50	True
LW60	9.83	0.43358	0.43358	18438.45	21953.36	21953.36	True
LW60	10.00	0.45072	0.45072	18438.45	22114.50	22114.50	True
LW60	10.17	0.46663	0.46663	18438.45	22264.00	22264.00	True
LW60	10.33	0.48095	0.48095	18438.45	22398.60	22398.60	True
LW60	10.50	0.49401	0.49401	18438.45	22521.40	22521.40	True
LW60	10.67	0.50684	0.50684	18438.45	22642.00	22642.00	True
LW60	10.83	0.51900	0.51900	18438.45	22756.27	22756.27	True
LW60	11.00	0.53087	0.53087	18438.45	22867.90	22867.90	True
LW60	11.17	0.54113	0.54113	18438.45	22964.30	22964.30	True
LW60	11.33	0.55178	0.55178	18438.45	23064.40	23064.40	True
LW60	11.50	0.56081	0.56081	18438.45	23149.30	23149.30	True
LW60	11.67	0.56920	0.56920	18438.45	23228.20	23228.20	True
LW60	11.83	0.57931	0.57931	18438.45	23323.27	23323.27	True
LW60	12.00	0.58763	0.58763	18438.45	23401.40	23401.40	True
LW60	12.17	0.59605	0.59605	18438.45	23480.60	23480.60	True
LW60	12.33	0.60384	0.60384	18438.45	23553.80	23553.80	True
LW60	12.50	0.60969	0.60969	18438.45	23608.80	23608.80	True
LW60	12.67	0.61587	0.61587	18438.45	23666.90	23666.90	True
LW60	12.83	0.62301	0.62301	18438.45	23734.00	23734.00	True
LW60	13.00	0.62959	0.62959	18438.45	23795.90	23795.90	True
LW60	13.17	0.63478	0.63478	18438.45	23844.70	23844.70	True
LW65	0.00	-0.49675	-0.49675	5891.00	5015.55	5015.55	True
LW65	0.17	-0.30448	-0.30448	5891.00	5251.60	5251.60	True
LW65	0.33	-0.16527	-0.16527	5891.00	5422.50	5422.50	True
LW65	0.50	-0.06012	-0.06012	5891.00	5551.60	5551.60	True
LW65	0.67	0.01784	0.01784	5891.00	5647.30	5647.30	True
LW65	0.83	0.07853	0.07853	5891.00	5721.82	5721.82	True
LW65	1.00	0.12902	0.12902	5891.00	5783.80	5783.80	True
LW65	1.17	0.15834	0.15834	5891.00	5819.80	5819.80	True
LW65	1.33	0.18538	0.18538	5891.00	5853.00	5853.00	True
LW65	1.50	0.20184	0.20184	5891.00	5873.20	5873.20	True
LW65	1.67	0.21308	0.21308	5891.00	5887.00	5887.00	True
LW65	1.83	0.21960	0.21960	5891.00	5895.00	5895.00	True
LW65	2.00	0.22921	0.22921	5891.00	5906.80	5906.80	True
LW65	2.17	0.23100	0.23100	5891.00	5909.00	5909.00	True
LW65	2.33	0.23662	0.23662	5891.00	5915.90	5915.90	True
LW65	2.50	0.24973	0.24973	5891.00	5932.00	5932.00	True
LW65	2.67	0.24973	0.24973	5891.00	5932.00	5932.00	True
LW65	2.83	0.24973	0.24973	5891.00	5932.00	5932.00	True
LW65	3.00	0.24973	0.24973	5891.00	5932.00	5932.00	True
LW65	3.17	0.25153	0.25153	5891.00	5934.20	5934.20	True
LW65	3.33	0.25332	0.25332	5891.00	5936.40	5936.40	True
LW65	3.50	0.25690	0.25690	5891.00	5940.80	5940.80	True
LW65	3.67	0.25690	0.25690	5891.00	5940.80	5940.80	True
LW65	3.83	0.26602	0.26602	5891.00	5952.00	5952.00	True
LW65	4.00	0.26765	0.26765	5891.00	5954.00	5954.00	True
LW65	4.17	0.26765	0.26765	5891.00	5954.00	5954.00	True
LW65	4.33	0.27140	0.27140	5891.00	5958.60	5958.60	True
LW65	4.50	0.28639	0.28639	5891.00	5977.00	5977.00	True
LW65	4.67	0.28639	0.28639	5891.00	5977.00	5977.00	True
LW65	4.83	0.30771	0.30771	5891.00	6003.18	6003.18	True
LW65	5.00	0.33021	0.33021	5891.00	6030.80	6030.80	True
LW65	5.17	0.35407	0.35407	5891.00	6060.10	6060.10	True
LW65	5.33	0.38511	0.38511	5891.00	6098.20	6098.20	True
LW65	5.50	0.42176	0.42176	5891.00	6143.20	6143.20	True
LW65	5.67	0.45092	0.45092	5891.00	6179.00	6179.00	True
LW65	5.83	0.47129	0.47129	5891.00	6204.00	6204.00	True
LW65	6.00	0.48220	0.48220	5891.00	6217.40	6217.40	True
LW65	6.17	0.46966	0.46966	5891.00	6202.00	6202.00	True
LW65	6.33	0.47145	0.47145	5891.00	6204.20	6204.20	True
LW65	6.50	0.46966	0.46966	5891.00	6202.00	6202.00	True
LW65	6.67	0.46966	0.46966	5891.00	6202.00	6202.00	True
LW65	6.83	0.46966	0.46966	5891.00	6202.00	6202.00	True
LW65	7.00	0.46404	0.46404	5891.00	6195.10	6195.10	True
LW65	7.17	0.45467	0.45467	5891.00	6183.60	6183.60	True
LW65	7.33	0.45280	0.45280	5891.00	6181.30	6181.30	True
LW65	7.50	0.45092	0.45092	5891.00	6179.00	6179.00	True
LW65	7.67	0.45092	0.45092	5891.00	6179.00	6179.00	True
LW65	7.83	0.45092	0.45092	5891.00	6179.00	6179.00	True
LW65	8.00	0.46404	0.46404	5891.00	6195.10	6195.10	True
LW65	8.17	0.46966	0.46966	5891.00	6202.00	6202.00	True
LW65	8.33	0.47862	0.47862	5891.00	6213.00	6213.00	True
LW65	8.50	0.48758	0.48758	5891.00	6224.00	6224.00	True
LW65	8.67	0.50444	0.50444	5891.00	6244.70	6244.70	True
LW65	8.83	0.51120	0.51120	5891.00	6253.00	6253.00	True
LW65	9.00	0.51527	0.51527	5891.00	6258.00	6258.00	True
LW65	9.17	0.52065	0.52065	5891.00	6264.60	6264.60	True
LW65	9.33	0.52610	0.52610	5891.00	6271.30	6271.30	True
LW65	9.50	0.54109	0.54109	5891.00	6289.70	6289.70	True
LW65	9.67	0.54109	0.54109	5891.00	6289.70	6289.70	True
LW65	9.83	0.54297	0.54297	5891.00	6292.00	6292.00	True
LW65	10.00	0.55421	0.55421	5891.00	6305.80	6305.80	True
LW65	10.17	0.55983	0.55983	5891.00	6312.70	6312.70	True
LW65	10.33	0.56170	0.56170	5891.00	6315.00	6315.00	True
LW65	10.50	0.56528	0.56528	5891.00	6319.40	6319.40	True
LW65	10.67	0.57783	0.57783	5891.00	6334.80	6334.80	True
LW65	10.83	0.57962	0.57962	5891.00	6337.00	6337.00	True
LW65	11.00	0.57962	0.57962	5891.00	6337.00	6337.00	True
LW65	11.17	0.58711	0.58711	5891.00	6346.20	6346.20	True
LW65	11.33	0.59461	0.59461	5891.00	6355.40	6355.40	True
LW65	11.50	0.59835	0.59835	5891.00	6360.00	6360.00	True
LW65	11.67	0.60015	0.60015	5891.00	6362.20	6362.20	True
LW65	11.83	0.60813	0.60813	5891.00	6372.00	6372.00	True
LW65	12.00	0.61627	0.61627	5891.00	6382.00	6382.00	True
LW65	12.17	0.61627	0.61627	5891.00	6382.00	6382.00	True
LW65	12.33	0.62002	0.62002	5891.00	6386.60	6386.60	True
LW65	12.50	0.61815	0.61815	5891.00	6384.30	6384.30	True
LW65	12.67	0.63126	0.63126	5891.00	6400.40	6400.40	True
LW65	12.83	0.63330	0.63330	5891.00	6402.91	6402.91	True
LW65	13.00	0.63501	0.63501	5891.00	6405.00	6405.00	True
LW65	13.17	0.63501	0.63501	5891.00	6405.00	6405.00	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