2026-04-13 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: 2026-04-13 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 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	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	13.30834	2.0-42.0 h
LW60	end_norm	0.56400	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.56400	2.0-42.0 h
LW60	max_norm	0.56400	2.0-42.0 h
LW60	min_norm	0.00292	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	0.01362	2.0-42.0 h
LW61	auc_norm	38.02034	2.0-42.0 h
LW61	end_norm	1.54059	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	1.54059	2.0-42.0 h
LW61	max_norm	1.54059	2.0-42.0 h
LW61	min_norm	0.02575	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	0.03375	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	0.00000	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.22320	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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.50996	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	3.68237	2.0-42.0 h
LW65	end_norm	0.14956	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.14956	2.0-42.0 h
LW65	max_norm	0.14956	2.0-42.0 h
LW65	min_norm	0.00179	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	0.00364	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	25978.08545	597.00510	Ready
LW65	5	11136.66909	251.88873	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	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	6602.04–49923.62 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	-0.13248	-0.13248	27175.47	23616.27	23616.27	True
LW60	0.17	-0.07862	-0.07862	27175.47	24576.40	24576.40	True
LW60	0.33	-0.04611	-0.04611	27175.47	25156.10	25156.10	True
LW60	0.50	-0.01947	-0.01947	27175.47	25631.00	25631.00	True
LW60	0.67	0.00452	0.00452	27175.47	26058.60	26058.60	True
LW60	0.83	0.02359	0.02359	27175.47	26398.73	26398.73	True
LW60	1.00	0.03746	0.03746	27175.47	26646.00	26646.00	True
LW60	1.17	0.04828	0.04828	27175.47	26838.80	26838.80	True
LW60	1.33	0.05586	0.05586	27175.47	26974.00	26974.00	True
LW60	1.50	0.06129	0.06129	27175.47	27070.80	27070.80	True
LW60	1.67	0.06564	0.06564	27175.47	27148.30	27148.30	True
LW60	1.83	0.06869	0.06869	27175.47	27202.64	27202.64	True
LW60	2.00	0.07162	0.07162	27175.47	27254.90	27254.90	True
LW60	2.17	0.07382	0.07382	27175.47	27294.10	27294.10	True
LW60	2.33	0.07526	0.07526	27175.47	27319.90	27319.90	True
LW60	2.50	0.07636	0.07636	27175.47	27339.50	27339.50	True
LW60	2.67	0.07837	0.07837	27175.47	27375.20	27375.20	True
LW60	2.83	0.07892	0.07892	27175.47	27385.09	27385.09	True
LW60	3.00	0.07962	0.07962	27175.47	27397.60	27397.60	True
LW60	3.17	0.08016	0.08016	27175.47	27407.20	27407.20	True
LW60	3.33	0.08088	0.08088	27175.47	27420.00	27420.00	True
LW60	3.50	0.08125	0.08125	27175.47	27426.60	27426.60	True
LW60	3.67	0.08309	0.08309	27175.47	27459.40	27459.40	True
LW60	3.83	0.08387	0.08387	27175.47	27473.36	27473.36	True
LW60	4.00	0.08527	0.08527	27175.47	27498.20	27498.20	True
LW60	4.17	0.08675	0.08675	27175.47	27524.60	27524.60	True
LW60	4.33	0.08841	0.08841	27175.47	27554.20	27554.20	True
LW60	4.50	0.09131	0.09131	27175.47	27606.00	27606.00	True
LW60	4.67	0.09513	0.09513	27175.47	27674.10	27674.10	True
LW60	4.83	0.10199	0.10199	27175.47	27796.36	27796.36	True
LW60	5.00	0.10962	0.10962	27175.47	27932.40	27932.40	True
LW60	5.17	0.12010	0.12010	27175.47	28119.20	28119.20	True
LW60	5.33	0.13208	0.13208	27175.47	28332.80	28332.80	True
LW60	5.50	0.14188	0.14188	27175.47	28507.60	28507.60	True
LW60	5.67	0.15043	0.15043	27175.47	28660.00	28660.00	True
LW60	5.83	0.15402	0.15402	27175.47	28724.00	28724.00	True
LW60	6.00	0.15434	0.15434	27175.47	28729.70	28729.70	True
LW60	6.17	0.15342	0.15342	27175.47	28713.20	28713.20	True
LW60	6.33	0.15379	0.15379	27175.47	28719.80	28719.80	True
LW60	6.50	0.15416	0.15416	27175.47	28726.40	28726.40	True
LW60	6.67	0.15434	0.15434	27175.47	28729.70	28729.70	True
LW60	6.83	0.15486	0.15486	27175.47	28739.00	28739.00	True
LW60	7.00	0.15730	0.15730	27175.47	28782.50	28782.50	True
LW60	7.17	0.16082	0.16082	27175.47	28845.20	28845.20	True
LW60	7.33	0.16587	0.16587	27175.47	28935.30	28935.30	True
LW60	7.50	0.17240	0.17240	27175.47	29051.70	29051.70	True
LW60	7.67	0.18176	0.18176	27175.47	29218.50	29218.50	True
LW60	7.83	0.19531	0.19531	27175.47	29460.09	29460.09	True
LW60	8.00	0.21205	0.21205	27175.47	29758.60	29758.60	True
LW60	8.17	0.22947	0.22947	27175.47	30069.10	30069.10	True
LW60	8.33	0.24832	0.24832	27175.47	30405.20	30405.20	True
LW60	8.50	0.26686	0.26686	27175.47	30735.60	30735.60	True
LW60	8.67	0.28647	0.28647	27175.47	31085.20	31085.20	True
LW60	8.83	0.30638	0.30638	27175.47	31440.27	31440.27	True
LW60	9.00	0.32581	0.32581	27175.47	31786.70	31786.70	True
LW60	9.17	0.34378	0.34378	27175.47	32107.00	32107.00	True
LW60	9.33	0.35988	0.35988	27175.47	32394.00	32394.00	True
LW60	9.50	0.37583	0.37583	27175.47	32678.30	32678.30	True
LW60	9.67	0.39028	0.39028	27175.47	32936.00	32936.00	True
LW60	9.83	0.40511	0.40511	27175.47	33200.36	33200.36	True
LW60	10.00	0.41893	0.41893	27175.47	33446.80	33446.80	True
LW60	10.17	0.43053	0.43053	27175.47	33653.60	33653.60	True
LW60	10.33	0.44096	0.44096	27175.47	33839.50	33839.50	True
LW60	10.50	0.45144	0.45144	27175.47	34026.40	34026.40	True
LW60	10.67	0.46053	0.46053	27175.47	34188.40	34188.40	True
LW60	10.83	0.46807	0.46807	27175.47	34322.91	34322.91	True
LW60	11.00	0.47609	0.47609	27175.47	34465.90	34465.90	True
LW60	11.17	0.48239	0.48239	27175.47	34578.20	34578.20	True
LW60	11.33	0.48809	0.48809	27175.47	34679.80	34679.80	True
LW60	11.50	0.49378	0.49378	27175.47	34781.20	34781.20	True
LW60	11.67	0.49867	0.49867	27175.47	34868.40	34868.40	True
LW60	11.83	0.50394	0.50394	27175.47	34962.27	34962.27	True
LW60	12.00	0.50890	0.50890	27175.47	35050.70	35050.70	True
LW60	12.17	0.51361	0.51361	27175.47	35134.80	35134.80	True
LW60	12.33	0.51545	0.51545	27175.47	35167.60	35167.60	True
LW60	12.50	0.51934	0.51934	27175.47	35236.80	35236.80	True
LW60	12.67	0.52221	0.52221	27175.47	35288.10	35288.10	True
LW60	12.83	0.52553	0.52553	27175.47	35347.27	35347.27	True
LW60	13.00	0.52981	0.52981	27175.47	35423.60	35423.60	True
LW60	13.17	0.53374	0.53374	27175.47	35493.60	35493.60	True
LW65	0.00	-0.49716	-0.49716	11586.32	9991.55	9991.55	True
LW65	0.17	-0.29894	-0.29894	11586.32	10448.10	10448.10	True
LW65	0.33	-0.15667	-0.15667	11586.32	10775.80	10775.80	True
LW65	0.50	-0.05738	-0.05738	11586.32	11004.50	11004.50	True
LW65	0.67	0.02081	0.02081	11586.32	11184.60	11184.60	True
LW65	0.83	0.07549	0.07549	11586.32	11310.55	11310.55	True
LW65	1.00	0.11776	0.11776	11586.32	11407.90	11407.90	True
LW65	1.17	0.15101	0.15101	11586.32	11484.50	11484.50	True
LW65	1.33	0.16946	0.16946	11586.32	11527.00	11527.00	True
LW65	1.50	0.17381	0.17381	11586.32	11537.00	11537.00	True
LW65	1.67	0.19117	0.19117	11586.32	11577.00	11577.00	True
LW65	1.83	0.19926	0.19926	11586.32	11595.64	11595.64	True
LW65	2.00	0.20745	0.20745	11586.32	11614.50	11614.50	True
LW65	2.17	0.21071	0.21071	11586.32	11622.00	11622.00	True
LW65	2.33	0.20528	0.20528	11586.32	11609.50	11609.50	True
LW65	2.50	0.20637	0.20637	11586.32	11612.00	11612.00	True
LW65	2.67	0.20745	0.20745	11586.32	11614.50	11614.50	True
LW65	2.83	0.20518	0.20518	11586.32	11609.27	11609.27	True
LW65	3.00	0.20745	0.20745	11586.32	11614.50	11614.50	True
LW65	3.17	0.20637	0.20637	11586.32	11612.00	11612.00	True
LW65	3.33	0.20528	0.20528	11586.32	11609.50	11609.50	True
LW65	3.50	0.20420	0.20420	11586.32	11607.00	11607.00	True
LW65	3.67	0.21179	0.21179	11586.32	11624.50	11624.50	True
LW65	3.83	0.21012	0.21012	11586.32	11620.64	11620.64	True
LW65	4.00	0.20528	0.20528	11586.32	11609.50	11609.50	True
LW65	4.17	0.20420	0.20420	11586.32	11607.00	11607.00	True
LW65	4.33	0.20528	0.20528	11586.32	11609.50	11609.50	True
LW65	4.50	0.20528	0.20528	11586.32	11609.50	11609.50	True
LW65	4.67	0.20637	0.20637	11586.32	11612.00	11612.00	True
LW65	4.83	0.21694	0.21694	11586.32	11636.36	11636.36	True
LW65	5.00	0.22764	0.22764	11586.32	11661.00	11661.00	True
LW65	5.17	0.24175	0.24175	11586.32	11693.50	11693.50	True
LW65	5.33	0.25912	0.25912	11586.32	11733.50	11733.50	True
LW65	5.50	0.27540	0.27540	11586.32	11771.00	11771.00	True
LW65	5.67	0.28299	0.28299	11586.32	11788.50	11788.50	True
LW65	5.83	0.29651	0.29651	11586.32	11819.64	11819.64	True
LW65	6.00	0.29059	0.29059	11586.32	11806.00	11806.00	True
LW65	6.17	0.29059	0.29059	11586.32	11806.00	11806.00	True
LW65	6.33	0.28299	0.28299	11586.32	11788.50	11788.50	True
LW65	6.50	0.28517	0.28517	11586.32	11793.50	11793.50	True
LW65	6.67	0.28517	0.28517	11586.32	11793.50	11793.50	True
LW65	6.83	0.28270	0.28270	11586.32	11787.82	11787.82	True
LW65	7.00	0.28625	0.28625	11586.32	11796.00	11796.00	True
LW65	7.17	0.29168	0.29168	11586.32	11808.50	11808.50	True
LW65	7.33	0.29276	0.29276	11586.32	11811.00	11811.00	True
LW65	7.50	0.30036	0.30036	11586.32	11828.50	11828.50	True
LW65	7.67	0.31013	0.31013	11586.32	11851.00	11851.00	True
LW65	7.83	0.32513	0.32513	11586.32	11885.55	11885.55	True
LW65	8.00	0.34165	0.34165	11586.32	11923.60	11923.60	True
LW65	8.17	0.35936	0.35936	11586.32	11964.40	11964.40	True
LW65	8.33	0.37352	0.37352	11586.32	11997.00	11997.00	True
LW65	8.50	0.38763	0.38763	11586.32	12029.50	12029.50	True
LW65	8.67	0.40282	0.40282	11586.32	12064.50	12064.50	True
LW65	8.83	0.41930	0.41930	11586.32	12102.45	12102.45	True
LW65	9.00	0.43755	0.43755	11586.32	12144.50	12144.50	True
LW65	9.17	0.44750	0.44750	11586.32	12167.40	12167.40	True
LW65	9.33	0.45970	0.45970	11586.32	12195.50	12195.50	True
LW65	9.50	0.47163	0.47163	11586.32	12223.00	12223.00	True
LW65	9.67	0.48249	0.48249	11586.32	12248.00	12248.00	True
LW65	9.83	0.49670	0.49670	11586.32	12280.73	12280.73	True
LW65	10.00	0.50446	0.50446	11586.32	12298.60	12298.60	True
LW65	10.17	0.51331	0.51331	11586.32	12319.00	12319.00	True
LW65	10.33	0.51983	0.51983	11586.32	12334.00	12334.00	True
LW65	10.50	0.52525	0.52525	11586.32	12346.50	12346.50	True
LW65	10.67	0.53285	0.53285	11586.32	12364.00	12364.00	True
LW65	10.83	0.53660	0.53660	11586.32	12372.64	12372.64	True
LW65	11.00	0.54266	0.54266	11586.32	12386.60	12386.60	True
LW65	11.17	0.54605	0.54605	11586.32	12394.40	12394.40	True
LW65	11.33	0.54944	0.54944	11586.32	12402.20	12402.20	True
LW65	11.50	0.55056	0.55056	11586.32	12404.80	12404.80	True
LW65	11.67	0.56150	0.56150	11586.32	12430.00	12430.00	True
LW65	11.83	0.56368	0.56368	11586.32	12435.00	12435.00	True
LW65	12.00	0.56693	0.56693	11586.32	12442.50	12442.50	True
LW65	12.17	0.57453	0.57453	11586.32	12460.00	12460.00	True
LW65	12.33	0.57453	0.57453	11586.32	12460.00	12460.00	True
LW65	12.50	0.57779	0.57779	11586.32	12467.50	12467.50	True
LW65	12.67	0.57887	0.57887	11586.32	12470.00	12470.00	True
LW65	12.83	0.58242	0.58242	11586.32	12478.18	12478.18	True
LW65	13.00	0.58764	0.58764	11586.32	12490.20	12490.20	True
LW65	13.17	0.58651	0.58651	11586.32	12487.60	12487.60	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