2026-04-22 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: Serratia marcescens subsp. marcescens
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Serratia marcescens subsp. marcescens | Run: 2026-04-22 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	2026-04-22 inc5	Run date	2026-04-22
Media	FB	Incubator	inc5
Well file	2026-04-22 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 13880
Strain source	ATCC 13880	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	15.61113	2.0-42.0 h
LW60	end_norm	0.54320	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.54320	2.0-42.0 h
LW60	max_norm	0.54320	2.0-42.0 h
LW60	min_norm	-0.00234	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	0.01200	2.0-42.0 h
LW61	auc_norm	17.05571	2.0-42.0 h
LW61	end_norm	5.67387	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	5.67387	2.0-42.0 h
LW61	max_norm	5.67387	2.0-42.0 h
LW61	min_norm	0.03365	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.70539	2.0-42.0 h
LW61	pct_saturated_rows	0.70954	2.0-42.0 h
LW61	slope_norm	0.36289	2.0-42.0 h
LW62	auc_norm	-13.35672	2.0-42.0 h
LW62	end_norm	-0.40051	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.41785	2.0-42.0 h
LW62	max_norm	-0.00039	2.0-42.0 h
LW62	min_norm	-0.41785	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	-0.00688	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	0.31988	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.27235	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		2.0-42.0 h
LW65	end_norm		2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm		2.0-42.0 h
LW65	max_norm		2.0-42.0 h
LW65	min_norm		2.0-42.0 h
LW65	pct_abnormal_rows	0.08133	2.0-42.0 h
LW65	pct_missing_norm	1.00000	2.0-42.0 h
LW65	pct_saturated_rows	0.00000	2.0-42.0 h
LW65	slope_norm		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 536 source points

Control overlay: mean of 5 control samples matched from the same dataset batch. Dashed lines are controls; solid lines are this sample.

Review 1 normalization warning

LW65: No imported baseline-normalized values.

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	15164.56364	332.32680	Ready
LW65	0			No imported baseline-normalized values

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	0.00–44.50 h	5930.82–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	5930.82–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	5930.82–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	5930.82–49923.62 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	0.00–44.50 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 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	-0.61684	-0.61684	15776.94	9481.36	9481.36	True
LW60	0.17	-0.14266	-0.14266	15776.94	13850.20	13850.20	True
LW60	0.33	-0.05276	-0.05276	15776.94	14678.50	14678.50	True
LW60	0.50	-0.01698	-0.01698	15776.94	15008.10	15008.10	True
LW60	0.67	0.00632	0.00632	15776.94	15222.80	15222.80	True
LW60	0.83	0.02532	0.02532	15776.94	15397.82	15397.82	True
LW60	1.00	0.03810	0.03810	15776.94	15515.60	15515.60	True
LW60	1.17	0.04794	0.04794	15776.94	15606.30	15606.30	True
LW60	1.33	0.05695	0.05695	15776.94	15689.30	15689.30	True
LW60	1.50	0.06304	0.06304	15776.94	15745.40	15745.40	True
LW60	1.67	0.06568	0.06568	15776.94	15769.70	15769.70	True
LW60	1.83	0.06725	0.06725	15776.94	15784.18	15784.18	True
LW60	2.00	0.06773	0.06773	15776.94	15788.60	15788.60	True
LW60	2.17	0.06802	0.06802	15776.94	15791.30	15791.30	True
LW60	2.33	0.06597	0.06597	15776.94	15772.40	15772.40	True
LW60	2.50	0.06539	0.06539	15776.94	15767.00	15767.00	True
LW60	2.67	0.06539	0.06539	15776.94	15767.00	15767.00	True
LW60	2.83	0.06405	0.06405	15776.94	15754.73	15754.73	True
LW60	3.00	0.06246	0.06246	15776.94	15740.00	15740.00	True
LW60	3.17	0.06246	0.06246	15776.94	15740.00	15740.00	True
LW60	3.33	0.06275	0.06275	15776.94	15742.70	15742.70	True
LW60	3.50	0.06509	0.06509	15776.94	15764.30	15764.30	True
LW60	3.67	0.06832	0.06832	15776.94	15794.00	15794.00	True
LW60	3.83	0.07205	0.07205	15776.94	15828.36	15828.36	True
LW60	4.00	0.07789	0.07789	15776.94	15882.20	15882.20	True
LW60	4.17	0.08638	0.08638	15776.94	15960.40	15960.40	True
LW60	4.33	0.09663	0.09663	15776.94	16054.90	16054.90	True
LW60	4.50	0.10982	0.10982	15776.94	16176.40	16176.40	True
LW60	4.67	0.12477	0.12477	15776.94	16314.10	16314.10	True
LW60	4.83	0.14256	0.14256	15776.94	16478.00	16478.00	True
LW60	5.00	0.16214	0.16214	15776.94	16658.40	16658.40	True
LW60	5.17	0.18049	0.18049	15776.94	16827.50	16827.50	True
LW60	5.33	0.19889	0.19889	15776.94	16997.00	16997.00	True
LW60	5.50	0.21911	0.21911	15776.94	17183.30	17183.30	True
LW60	5.67	0.24032	0.24032	15776.94	17378.70	17378.70	True
LW60	5.83	0.26366	0.26366	15776.94	17593.82	17593.82	True
LW60	6.00	0.28804	0.28804	15776.94	17818.40	17818.40	True
LW60	6.17	0.31100	0.31100	15776.94	18029.90	18029.90	True
LW60	6.33	0.33191	0.33191	15776.94	18222.60	18222.60	True
LW60	6.50	0.34954	0.34954	15776.94	18385.00	18385.00	True
LW60	6.67	0.36564	0.36564	15776.94	18533.40	18533.40	True
LW60	6.83	0.38236	0.38236	15776.94	18687.45	18687.45	True
LW60	7.00	0.39746	0.39746	15776.94	18826.50	18826.50	True
LW60	7.17	0.41004	0.41004	15776.94	18942.40	18942.40	True
LW60	7.33	0.42015	0.42015	15776.94	19035.60	19035.60	True
LW60	7.50	0.43003	0.43003	15776.94	19126.60	19126.60	True
LW60	7.67	0.43865	0.43865	15776.94	19206.00	19206.00	True
LW60	7.83	0.44858	0.44858	15776.94	19297.55	19297.55	True
LW60	8.00	0.45781	0.45781	15776.94	19382.60	19382.60	True
LW60	8.17	0.46677	0.46677	15776.94	19465.10	19465.10	True
LW60	8.33	0.47580	0.47580	15776.94	19548.30	19548.30	True
LW60	8.50	0.48446	0.48446	15776.94	19628.10	19628.10	True
LW60	8.67	0.49349	0.49349	15776.94	19711.30	19711.30	True
LW60	8.83	0.50330	0.50330	15776.94	19801.73	19801.73	True
LW60	9.00	0.51251	0.51251	15776.94	19886.50	19886.50	True
LW60	9.17	0.52028	0.52028	15776.94	19958.10	19958.10	True
LW60	9.33	0.52876	0.52876	15776.94	20036.30	20036.30	True
LW60	9.50	0.53654	0.53654	15776.94	20107.90	20107.90	True
LW60	9.67	0.54409	0.54409	15776.94	20177.50	20177.50	True
LW60	9.83	0.55281	0.55281	15776.94	20257.82	20257.82	True
LW60	10.00	0.56098	0.56098	15776.94	20333.10	20333.10	True
LW60	10.17	0.56853	0.56853	15776.94	20402.70	20402.70	True
LW60	10.33	0.57640	0.57640	15776.94	20475.20	20475.20	True
LW60	10.50	0.58309	0.58309	15776.94	20536.80	20536.80	True
LW60	10.67	0.59036	0.59036	15776.94	20603.80	20603.80	True
LW60	10.83	0.59860	0.59860	15776.94	20679.73	20679.73	True
LW60	11.00	0.60738	0.60738	15776.94	20760.60	20760.60	True
LW60	11.17	0.61407	0.61407	15776.94	20822.30	20822.30	True
LW60	11.33	0.62068	0.62068	15776.94	20883.20	20883.20	True
LW60	11.50	0.62706	0.62706	15776.94	20941.90	20941.90	True
LW60	11.67	0.63275	0.63275	15776.94	20994.40	20994.40	True
LW60	11.83	0.63812	0.63812	15776.94	21043.82	21043.82	True
LW60	12.00	0.64293	0.64293	15776.94	21088.20	21088.20	True
LW60	12.17	0.64839	0.64839	15776.94	21138.50	21138.50	True
LW60	12.33	0.65186	0.65186	15776.94	21170.40	21170.40	True
LW60	12.50	0.65603	0.65603	15776.94	21208.90	21208.90	True
LW60	12.67	0.66078	0.66078	15776.94	21252.60	21252.60	True
LW60	12.83	0.66415	0.66415	15776.94	21283.64	21283.64	True
LW60	13.00	0.66718	0.66718	15776.94	21311.60	21311.60	True
LW60	13.17	0.67102	0.67102	15776.94	21347.00	21347.00	True
LW65	0.00				5930.82		False
LW65	0.17				7475.90		False
LW65	0.33				7786.00		False
LW65	0.50				7942.00		False
LW65	0.67				8049.30		False
LW65	0.83				8133.09		False
LW65	1.00				8201.30		False
LW65	1.17				8252.60		False
LW65	1.33				8304.20		False
LW65	1.50				8341.90		False
LW65	1.67				8365.10		False
LW65	1.83				8389.00		False
LW65	2.00				8400.50		False
LW65	2.17				8412.00		False
LW65	2.33				8421.60		False
LW65	2.50				8431.20		False
LW65	2.67				8436.00		False
LW65	2.83				8440.18		False
LW65	3.00				8445.20		False
LW65	3.17				8459.00		False
LW65	3.33				8459.00		False
LW65	3.50				8473.40		False
LW65	3.67				8492.20		False
LW65	3.83				8514.73		False
LW65	4.00				8539.60		False
LW65	4.17				8570.10		False
LW65	4.33				8610.20		False
LW65	4.50				8657.60		False
LW65	4.67				8711.60		False
LW65	4.83				8772.45		False
LW65	5.00				8837.00		False
LW65	5.17				8894.20	8914.00	False
LW65	5.33				8943.80	8943.80	False
LW65	5.50				9010.20	9010.20	False
LW65	5.67				9081.70	9081.70	False
LW65	5.83				9156.91	9156.91	False
LW65	6.00				9238.70	9238.70	False
LW65	6.17				9315.40	9315.40	False
LW65	6.33				9389.80	9389.80	False
LW65	6.50				9454.60	9454.60	False
LW65	6.67				9517.00	9517.00	False
LW65	6.83				9572.64	9572.64	False
LW65	7.00				9632.20	9632.20	False
LW65	7.17				9677.80	9677.80	False
LW65	7.33				9725.80	9725.80	False
LW65	7.50				9764.20	9764.20	False
LW65	7.67				9802.60	9802.60	False
LW65	7.83				9834.45	9834.45	False
LW65	8.00				9875.00	9875.00	False
LW65	8.17				9904.40	9904.40	False
LW65	8.33				9942.80	9942.80	False
LW65	8.50				9976.40	9976.40	False
LW65	8.67				10010.90	10010.90	False
LW65	8.83				10041.55	10041.55	False
LW65	9.00				10073.40	10073.40	False
LW65	9.17				10107.00	10107.00	False
LW65	9.33				10129.40	10129.40	False
LW65	9.50				10158.40	10158.40	False
LW65	9.67				10187.20	10187.20	False
LW65	9.83				10219.91	10219.91	False
LW65	10.00				10245.80	10245.80	False
LW65	10.17				10269.80	10269.80	False
LW65	10.33				10297.00	10297.00	False
LW65	10.50				10323.60	10323.60	False
LW65	10.67				10355.10	10355.10	False
LW65	10.83				10377.09	10377.09	False
LW65	11.00				10401.60	10401.60	False
LW65	11.17				10423.90	10423.90	False
LW65	11.33				10450.40	10450.40	False
LW65	11.50				10464.90	10464.90	False
LW65	11.67				10484.50	10484.50	False
LW65	11.83				10499.18	10499.18	False
LW65	12.00				10513.80	10513.80	False
LW65	12.17				10521.00	10521.00	False
LW65	12.33				10546.00	10546.00	False
LW65	12.50				10546.00	10546.00	False
LW65	12.67				10548.40	10548.40	False
LW65	12.83				10559.09	10559.09	False
LW65	13.00				10575.00	10575.00	False
LW65	13.17				10587.50	10587.50	False

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