2026-04-20 C3.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: Escherichia coli
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Escherichia coli | Run: 2026-04-20 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	2026-04-20 inc4	Run date	2026-04-20
Media	FB	Incubator	inc4
Well file	2026-04-20 C3.xlsx	Well ID	C3
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	8.45463	2.0-42.0 h
LW60	end_norm	0.18024	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.44163	2.0-42.0 h
LW60	max_norm	0.44163	2.0-42.0 h
LW60	min_norm	-0.00206	2.0-42.0 h
LW60	pct_abnormal_rows	0.08567	2.0-42.0 h
LW60	pct_missing_norm	0.08299	2.0-42.0 h
LW60	pct_saturated_rows	0.00000	2.0-42.0 h
LW60	slope_norm	-0.00036	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	1.00000	2.0-42.0 h
LW61	slope_norm		2.0-42.0 h
LW62	auc_norm	-19.01069	2.0-42.0 h
LW62	end_norm	-0.27147	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.98035	2.0-42.0 h
LW62	max_norm	-0.00083	2.0-42.0 h
LW62	min_norm	-0.98035	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	0.01266	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	0.85851	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.79751	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	0.03776	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	12.59073	2.0-42.0 h
LW65	end_norm	0.28961	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.41126	2.0-42.0 h
LW65	max_norm	0.41126	2.0-42.0 h
LW65	min_norm	-0.00021	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	0.00056	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 808 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	47805.24000	441.92560	Ready
LW65	5	5783.92364	136.42822	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	0.00–67.17 h	4771.82–72556.00 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	4771.82–72556.00 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	4771.82–72556.00 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	4771.82–72556.00 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	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	-0.15429	-0.15429	47415.80	41079.55	44634.50	True
LW60	0.17	-0.08021	-0.08021	47415.80	46156.80	46156.80	True
LW60	0.33	-0.03423	-0.03423	47415.80	47101.80	47101.80	True
LW60	0.50	-0.00781	-0.00781	47415.80	47644.70	47644.70	True
LW60	0.67	0.01005	0.01005	47415.80	48011.70	48011.70	True
LW60	0.83	0.01746	0.01746	47415.80	48164.00	48164.00	True
LW60	1.00	0.01454	0.01454	47415.80	48104.00	48104.00	True
LW60	1.17	0.00961	0.00961	47415.80	48002.80	48002.80	True
LW60	1.33	-0.00017	-0.00017	47415.80	47801.70	47801.70	True
LW60	1.50	-0.01418	-0.01418	47415.80	47513.90	47513.90	True
LW60	1.67	-0.01862	-0.01862	47415.80	47422.60	47422.60	True
LW60	1.83	-0.01928	-0.01928	47415.80	47409.00	47409.00	True
LW60	2.00	-0.01947	-0.01947	47415.80	47405.10	47405.10	True
LW60	2.17	-0.01862	-0.01862	47415.80	47422.60	47422.60	True
LW60	2.33	-0.02306	-0.02306	47415.80	47331.40	47331.40	True
LW60	2.50	-0.02371	-0.02371	47415.80	47318.00	47318.00	True
LW60	2.67	-0.02242	-0.02242	47415.80	47344.40	47344.40	True
LW60	2.83	-0.02062	-0.02062	47415.80	47381.55	47381.55	True
LW60	3.00	-0.01948	-0.01948	47415.80	47405.00	47405.00	True
LW60	3.17	-0.01587	-0.01587	47415.80	47479.10	47479.10	True
LW60	3.33	-0.00527	-0.00527	47415.80	47697.00	47697.00	True
LW60	3.50	0.02523	0.02523	47415.80	48323.70	48323.70	True
LW60	3.67	0.06419	0.06419	47415.80	49124.40	49124.40	True
LW60	3.83	0.10454	0.10454	47415.80	49953.73	49953.73	True
LW60	4.00	0.16230	0.16230	47415.80	51140.70	51140.70	True
LW60	4.17	0.30152	0.30152	47415.80	54001.70	54001.70	True
LW60	4.33	0.57025	0.57025	47415.80	59524.50	59524.50	True
LW60	4.50	0.81087	0.81087	47415.80	64469.40	64469.40	True
LW60	4.67	0.94117	0.94117	47415.80	67147.30	67147.30	True
LW60	4.83	0.99915	0.99915	47415.80	68675.82	68338.80	True
LW60	5.00			47415.80	69606.40		True
LW60	5.17			47415.80	70287.90		True
LW60	5.33			47415.80	70974.90		True
LW60	5.50			47415.80	71378.90		True
LW60	5.67			47415.80	71750.20		True
LW60	5.83			47415.80	72025.09		True
LW60	6.00			47415.80	72246.90		True
LW60	6.17			47415.80	72431.30		True
LW60	6.33			47415.80	72502.50		True
LW60	6.50			47415.80	72556.00		True
LW60	6.67			47415.80	72484.60		True
LW60	6.83			47415.80	72375.55		True
LW60	7.00			47415.80	72175.80		True
LW60	7.17			47415.80	71862.40		True
LW60	7.33			47415.80	71526.10		True
LW60	7.50			47415.80	71109.30		True
LW60	7.67			47415.80	70648.20		True
LW60	7.83			47415.80	70093.91		True
LW60	8.00			47415.80	69566.10		True
LW60	8.17			47415.80	68958.40		True
LW60	8.33	1.00000	1.00000	47415.80	68389.60	68356.22	True
LW60	8.50	0.97192	0.97192	47415.80	67779.20	67779.20	True
LW60	8.67	0.93947	0.93947	47415.80	67112.20	67112.20	True
LW60	8.83	0.90698	0.90698	47415.80	66444.55	66444.55	True
LW60	9.00	0.87421	0.87421	47415.80	65771.10	65771.10	True
LW60	9.17	0.84357	0.84357	47415.80	65141.50	65141.50	True
LW60	9.33	0.81422	0.81422	47415.80	64538.20	64538.20	True
LW60	9.50	0.78455	0.78455	47415.80	63928.60	63928.60	True
LW60	9.67	0.75979	0.75979	47415.80	63419.70	63419.70	True
LW60	9.83	0.72816	0.72816	47415.80	62769.64	62769.64	True
LW60	10.00	0.69688	0.69688	47415.80	62126.90	62126.90	True
LW60	10.17	0.66985	0.66985	47415.80	61571.40	61571.40	True
LW60	10.33	0.64655	0.64655	47415.80	61092.40	61092.40	True
LW60	10.50	0.62063	0.62063	47415.80	60559.70	60559.70	True
LW60	10.67	0.59661	0.59661	47415.80	60066.20	60066.20	True
LW60	10.83	0.57033	0.57033	47415.80	59526.18	59526.18	True
LW60	11.00	0.54312	0.54312	47415.80	58966.80	58966.80	True
LW60	11.17	0.52179	0.52179	47415.80	58528.50	58528.50	True
LW60	11.33	0.50153	0.50153	47415.80	58112.10	58112.10	True
LW60	11.50	0.48454	0.48454	47415.80	57763.10	57763.10	True
LW60	11.67	0.47220	0.47220	47415.80	57509.40	57509.40	True
LW60	11.83	0.45849	0.45849	47415.80	57227.73	57227.73	True
LW60	12.00	0.44766	0.44766	47415.80	57005.10	57005.10	True
LW60	12.17	0.43879	0.43879	47415.80	56822.80	56822.80	True
LW60	12.33	0.43400	0.43400	47415.80	56724.30	56724.30	True
LW60	12.50	0.42899	0.42899	47415.80	56621.40	56621.40	True
LW60	12.67	0.42446	0.42446	47415.80	56528.30	56528.30	True
LW60	12.83	0.42041	0.42041	47415.80	56445.00	56445.00	True
LW60	13.00	0.41778	0.41778	47415.80	56391.10	56391.10	True
LW60	13.17	0.41516	0.41516	47415.80	56337.20	56337.20	True
LW65	0.00	-0.39283	-0.39283	5924.05	4771.82	4771.82	True
LW65	0.17	-0.18076	-0.18076	5924.05	5318.20	5318.20	True
LW65	0.33	-0.08066	-0.08066	5924.05	5576.10	5576.10	True
LW65	0.50	-0.02268	-0.02268	5924.05	5725.50	5725.50	True
LW65	0.67	0.01474	0.01474	5924.05	5821.90	5821.90	True
LW65	0.83	0.03916	0.03916	5924.05	5884.82	5884.82	True
LW65	1.00	0.04944	0.04944	5924.05	5911.30	5911.30	True
LW65	1.17	0.05747	0.05747	5924.05	5932.00	5932.00	True
LW65	1.33	0.05747	0.05747	5924.05	5932.00	5932.00	True
LW65	1.50	0.05122	0.05122	5924.05	5915.90	5915.90	True
LW65	1.67	0.05212	0.05212	5924.05	5918.20	5918.20	True
LW65	1.83	0.05666	0.05666	5924.05	5929.91	5929.91	True
LW65	2.00	0.05747	0.05747	5924.05	5932.00	5932.00	True
LW65	2.17	0.05747	0.05747	5924.05	5932.00	5932.00	True
LW65	2.33	0.05658	0.05658	5924.05	5929.70	5929.70	True
LW65	2.50	0.05390	0.05390	5924.05	5922.80	5922.80	True
LW65	2.67	0.05390	0.05390	5924.05	5922.80	5922.80	True
LW65	2.83	0.05666	0.05666	5924.05	5929.91	5929.91	True
LW65	3.00	0.05747	0.05747	5924.05	5932.00	5932.00	True
LW65	3.17	0.05747	0.05747	5924.05	5932.00	5932.00	True
LW65	3.33	0.06958	0.06958	5924.05	5963.20	5963.20	True
LW65	3.50	0.09667	0.09667	5924.05	6033.00	6033.00	True
LW65	3.67	0.13681	0.13681	5924.05	6136.40	6136.40	True
LW65	3.83	0.18446	0.18446	5924.05	6259.18	6259.18	True
LW65	4.00	0.24719	0.24719	5924.05	6420.80	6420.80	True
LW65	4.17	0.35128	0.35128	5924.05	6689.00	6689.00	True
LW65	4.33	0.50747	0.50747	5924.05	7091.40	7091.40	True
LW65	4.50	0.65395	0.65395	5924.05	7468.80	7468.80	True
LW65	4.67	0.74457	0.74457	5924.05	7702.30	7702.30	True
LW65	4.83	0.80151	0.80151	5924.05	7849.00	7849.00	True
LW65	5.00	0.84215	0.84215	5924.05	7953.70	7953.70	True
LW65	5.17	0.87114	0.87114	5924.05	8028.40	8028.40	True
LW65	5.33	0.89827	0.89827	5924.05	8098.30	8098.30	True
LW65	5.50	0.91814	0.91814	5924.05	8149.50	8149.50	True
LW65	5.67	0.93642	0.93642	5924.05	8196.60	8196.60	True
LW65	5.83	0.95069	0.95069	5924.05	8233.36	8233.36	True
LW65	6.00	0.96530	0.96530	5924.05	8271.00	8271.00	True
LW65	6.17	0.97368	0.97368	5924.05	8292.60	8292.60	True
LW65	6.33	0.97729	0.97729	5924.05	8301.90	8301.90	True
LW65	6.50	0.98820	0.98820	5924.05	8330.00	8330.00	True
LW65	6.67	0.99375	0.99375	5924.05	8344.30	8344.30	True
LW65	6.83	0.99692	0.99692	5924.05	8352.45	8352.45	True
LW65	7.00	0.99911	0.99911	5924.05	8358.10	8358.10	True
LW65	7.17	1.00000	1.00000	5924.05	8360.40	8360.40	True
LW65	7.33	1.00000	1.00000	5924.05	8360.40	8360.40	True
LW65	7.50	0.99732	0.99732	5924.05	8353.50	8353.50	True
LW65	7.67	0.99286	0.99286	5924.05	8342.00	8342.00	True
LW65	7.83	0.98862	0.98862	5924.05	8331.09	8331.09	True
LW65	8.00	0.98354	0.98354	5924.05	8318.00	8318.00	True
LW65	8.17	0.97640	0.97640	5924.05	8299.60	8299.60	True
LW65	8.33	0.97551	0.97551	5924.05	8297.30	8297.30	True
LW65	8.50	0.96623	0.96623	5924.05	8273.40	8273.40	True
LW65	8.67	0.95816	0.95816	5924.05	8252.60	8252.60	True
LW65	8.83	0.95394	0.95394	5924.05	8241.73	8241.73	True
LW65	9.00	0.94745	0.94745	5924.05	8225.00	8225.00	True
LW65	9.17	0.94093	0.94093	5924.05	8208.20	8208.20	True
LW65	9.33	0.93813	0.93813	5924.05	8201.00	8201.00	True
LW65	9.50	0.93367	0.93367	5924.05	8189.50	8189.50	True
LW65	9.67	0.92827	0.92827	5924.05	8175.60	8175.60	True
LW65	9.83	0.92243	0.92243	5924.05	8160.55	8160.55	True
LW65	10.00	0.91364	0.91364	5924.05	8137.90	8137.90	True
LW65	10.17	0.91096	0.91096	5924.05	8131.00	8131.00	True
LW65	10.33	0.90471	0.90471	5924.05	8114.90	8114.90	True
LW65	10.50	0.90017	0.90017	5924.05	8103.20	8103.20	True
LW65	10.67	0.89272	0.89272	5924.05	8084.00	8084.00	True
LW65	10.83	0.88948	0.88948	5924.05	8075.64	8075.64	True
LW65	11.00	0.88290	0.88290	5924.05	8058.70	8058.70	True
LW65	11.17	0.87665	0.87665	5924.05	8042.60	8042.60	True
LW65	11.33	0.87487	0.87487	5924.05	8038.00	8038.00	True
LW65	11.50	0.86835	0.86835	5924.05	8021.20	8021.20	True
LW65	11.67	0.86555	0.86555	5924.05	8014.00	8014.00	True
LW65	11.83	0.86150	0.86150	5924.05	8003.55	8003.55	True
LW65	12.00	0.85663	0.85663	5924.05	7991.00	7991.00	True
LW65	12.17	0.85663	0.85663	5924.05	7991.00	7991.00	True
LW65	12.33	0.85663	0.85663	5924.05	7991.00	7991.00	True
LW65	12.50	0.85663	0.85663	5924.05	7991.00	7991.00	True
LW65	12.67	0.85573	0.85573	5924.05	7988.70	7988.70	True
LW65	12.83	0.85338	0.85338	5924.05	7982.64	7982.64	True
LW65	13.00	0.84770	0.84770	5924.05	7968.00	7968.00	True
LW65	13.17	0.84770	0.84770	5924.05	7968.00	7968.00	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