2026-04-22 B3.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: Klebsiella planticola
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Klebsiella planticola | 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 B3.xlsx	Well ID	B3
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 700831
Strain source	ATCC 700831	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	5.97519	2.0-42.0 h
LW60	end_norm	0.15358	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.21396	2.0-42.0 h
LW60	max_norm	0.21396	2.0-42.0 h
LW60	min_norm	-0.02303	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	0.00215	2.0-42.0 h
LW61	auc_norm	19.15169	2.0-42.0 h
LW61	end_norm	0.57573	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.57573	2.0-42.0 h
LW61	max_norm	0.57573	2.0-42.0 h
LW61	min_norm	0.01438	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	0.01049	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	1.00000	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	0.34515	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.33444	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-3.09632	2.0-42.0 h
LW64	end_norm	-0.06575	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.11473	2.0-42.0 h
LW64	max_norm	-0.00220	2.0-42.0 h
LW64	min_norm	-0.11473	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	-0.00054	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	0.12614	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	9103.68545	143.34137	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	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 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	0.00–44.50 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	-0.33613	-0.33613	9337.60	6675.18	8353.50	True
LW60	0.17	-0.19100	-0.19100	9337.60	8677.40	8677.40	True
LW60	0.33	-0.09471	-0.09471	9337.60	8892.30	8892.30	True
LW60	0.50	-0.03104	-0.03104	9337.60	9034.40	9034.40	True
LW60	0.67	0.01493	0.01493	9337.60	9137.00	9137.00	True
LW60	0.83	0.04540	0.04540	9337.60	9205.00	9205.00	True
LW60	1.00	0.06544	0.06544	9337.60	9249.73	9249.73	True
LW60	1.17	0.08330	0.08330	9337.60	9289.60	9289.60	True
LW60	1.33	0.09621	0.09621	9337.60	9318.40	9318.40	True
LW60	1.50	0.10472	0.10472	9337.60	9337.40	9337.40	True
LW60	1.67	0.10490	0.10490	9337.60	9337.80	9337.80	True
LW60	1.83	0.10519	0.10519	9337.60	9338.45	9338.45	True
LW60	2.00	0.10355	0.10355	9337.60	9334.80	9334.80	True
LW60	2.17	0.09764	0.09764	9337.60	9321.60	9321.60	True
LW60	2.33	0.09415	0.09415	9337.60	9313.80	9313.80	True
LW60	2.50	0.08966	0.08966	9337.60	9303.80	9303.80	True
LW60	2.67	0.08357	0.08357	9337.60	9290.20	9290.20	True
LW60	2.83	0.07961	0.07961	9337.60	9281.36	9281.36	True
LW60	3.00	0.07058	0.07058	9337.60	9261.20	9261.20	True
LW60	3.17	0.06251	0.06251	9337.60	9243.20	9243.20	True
LW60	3.33	0.06108	0.06108	9337.60	9240.00	9240.00	True
LW60	3.50	0.05122	0.05122	9337.60	9218.00	9218.00	True
LW60	3.67	0.04844	0.04844	9337.60	9211.80	9211.80	True
LW60	3.83	0.04087	0.04087	9337.60	9194.91	9194.91	True
LW60	4.00	0.03240	0.03240	9337.60	9176.00	9176.00	True
LW60	4.17	0.02998	0.02998	9337.60	9170.60	9170.60	True
LW60	4.33	0.02443	0.02443	9337.60	9158.20	9158.20	True
LW60	4.50	0.02030	0.02030	9337.60	9149.00	9149.00	True
LW60	4.67	0.01932	0.01932	9337.60	9146.80	9146.80	True
LW60	4.83	0.01896	0.01896	9337.60	9146.00	9146.00	True
LW60	5.00	0.01376	0.01376	9337.60	9134.40	9134.40	True
LW60	5.17	0.00847	0.00847	9337.60	9122.60	9122.60	True
LW60	5.33	0.01269	0.01269	9337.60	9132.00	9132.00	True
LW60	5.50	0.01896	0.01896	9337.60	9146.00	9146.00	True
LW60	5.67	0.01923	0.01923	9337.60	9146.60	9146.60	True
LW60	5.83	0.02426	0.02426	9337.60	9157.82	9157.82	True
LW60	6.00	0.04083	0.04083	9337.60	9194.80	9194.80	True
LW60	6.17	0.07712	0.07712	9337.60	9275.80	9275.80	True
LW60	6.33	0.13698	0.13698	9337.60	9409.40	9409.40	True
LW60	6.50	0.21333	0.21333	9337.60	9579.80	9579.80	True
LW60	6.67	0.30250	0.30250	9337.60	9778.80	9778.80	True
LW60	6.83	0.40405	0.40405	9337.60	10005.45	10005.45	True
LW60	7.00	0.50538	0.50538	9337.60	10231.60	10231.60	True
LW60	7.17	0.59401	0.59401	9337.60	10429.40	10429.40	True
LW60	7.33	0.67260	0.67260	9337.60	10604.80	10604.80	True
LW60	7.50	0.74281	0.74281	9337.60	10761.50	10761.50	True
LW60	7.67	0.79712	0.79712	9337.60	10882.70	10882.70	True
LW60	7.83	0.83945	0.83945	9337.60	10977.18	10977.18	True
LW60	8.00	0.86939	0.86939	9337.60	11044.00	11044.00	True
LW60	8.17	0.89309	0.89309	9337.60	11096.90	11096.90	True
LW60	8.33	0.91204	0.91204	9337.60	11139.20	11139.20	True
LW60	8.50	0.92405	0.92405	9337.60	11166.00	11166.00	True
LW60	8.67	0.93741	0.93741	9337.60	11195.80	11195.80	True
LW60	8.83	0.95171	0.95171	9337.60	11227.73	11227.73	True
LW60	9.00	0.96191	0.96191	9337.60	11250.50	11250.50	True
LW60	9.17	0.97554	0.97554	9337.60	11280.90	11280.90	True
LW60	9.33	0.97894	0.97894	9337.60	11288.50	11288.50	True
LW60	9.50	0.98884	0.98884	9337.60	11310.60	11310.60	True
LW60	9.67	0.98831	0.98831	9337.60	11309.40	11309.40	True
LW60	9.83	0.99143	0.99143	9337.60	11316.36	11316.36	True
LW60	10.00	0.99937	0.99937	9337.60	11334.10	11334.10	True
LW60	10.17	0.99946	0.99946	9337.60	11334.30	11334.30	True
LW60	10.33	0.98960	0.98960	9337.60	11312.30	11312.30	True
LW60	10.50	0.99749	0.99749	9337.60	11329.90	11329.90	True
LW60	10.67	0.99825	0.99825	9337.60	11331.60	11331.60	True
LW60	10.83	0.99990	0.99990	9337.60	11335.27	11335.27	True
LW60	11.00	1.00000	1.00000	9337.60	11335.50	11335.50	True
LW60	11.17	0.99964	0.99964	9337.60	11334.70	11334.70	True
LW60	11.33	0.99789	0.99789	9337.60	11330.80	11330.80	True
LW60	11.50	0.99552	0.99552	9337.60	11325.50	11325.50	True
LW60	11.67	0.98920	0.98920	9337.60	11311.40	11311.40	True
LW60	11.83	0.97888	0.97888	9337.60	11288.36	11288.36	True
LW60	12.00	0.97061	0.97061	9337.60	11269.90	11269.90	True
LW60	12.17	0.96657	0.96657	9337.60	11260.90	11260.90	True
LW60	12.33	0.95824	0.95824	9337.60	11242.30	11242.30	True
LW60	12.50	0.94964	0.94964	9337.60	11223.10	11223.10	True
LW60	12.67	0.94377	0.94377	9337.60	11210.00	11210.00	True
LW60	12.83	0.93974	0.93974	9337.60	11201.00	11201.00	True
LW60	13.00	0.92625	0.92625	9337.60	11170.90	11170.90	True
LW60	13.17	0.92199	0.92199	9337.60	11161.40	11161.40	True
LW65	0.00				6950.91		False
LW65	0.17				8507.70		False
LW65	0.33				8698.10		False
LW65	0.50				8839.70		False
LW65	0.67				8965.70		False
LW65	0.83				9071.50		False
LW65	1.00				9156.91		False
LW65	1.17				9234.60		False
LW65	1.33				9304.00		False
LW65	1.50				9351.80		False
LW65	1.67				9383.40		False
LW65	1.83				9417.00		False
LW65	2.00				9435.60		False
LW65	2.17				9446.40		False
LW65	2.33				9457.80		False
LW65	2.50				9457.40		False
LW65	2.67				9458.20		False
LW65	2.83				9460.27		False
LW65	3.00				9458.00		False
LW65	3.17				9459.20		False
LW65	3.33				9458.40		False
LW65	3.50				9460.20		False
LW65	3.67				9458.40		False
LW65	3.83				9457.91		False
LW65	4.00				9451.00		False
LW65	4.17				9455.20		False
LW65	4.33				9440.40		False
LW65	4.50				9452.80		False
LW65	4.67				9438.60		False
LW65	4.83				9443.91		False
LW65	5.00				9440.60		False
LW65	5.17				9440.80		False
LW65	5.33				9457.40		False
LW65	5.50				9457.00		False
LW65	5.67				9469.60		False
LW65	5.83				9473.18		False
LW65	6.00				9503.60		False
LW65	6.17				9556.60		False
LW65	6.33				9644.60		False
LW65	6.50				9776.60		False
LW65	6.67				9935.70		False
LW65	6.83				10128.82		False
LW65	7.00				10311.90	10346.67	False
LW65	7.17				10485.60	10485.60	False
LW65	7.33				10631.60	10631.60	False
LW65	7.50				10773.80	10773.80	False
LW65	7.67				10877.80	10877.80	False
LW65	7.83				10970.45	10970.45	False
LW65	8.00				11041.60	11041.60	False
LW65	8.17				11091.90	11091.90	False
LW65	8.33				11136.90	11136.90	False
LW65	8.50				11176.00	11176.00	False
LW65	8.67				11210.50	11210.50	False
LW65	8.83				11250.27	11250.27	False
LW65	9.00				11280.40	11280.40	False
LW65	9.17				11310.40	11310.40	False
LW65	9.33				11332.90	11332.90	False
LW65	9.50				11342.90	11342.90	False
LW65	9.67				11356.80	11356.80	False
LW65	9.83				11375.18	11375.18	False
LW65	10.00				11383.90	11383.90	False
LW65	10.17				11396.70	11396.70	False
LW65	10.33				11396.90	11396.90	False
LW65	10.50				11409.60	11409.60	False
LW65	10.67				11411.40	11411.40	False
LW65	10.83				11430.73	11430.73	False
LW65	11.00				11433.00	11433.00	False
LW65	11.17				11434.30	11434.30	False
LW65	11.33				11438.10	11438.10	False
LW65	11.50				11435.40	11435.40	False
LW65	11.67				11436.10	11436.10	False
LW65	11.83				11423.91	11423.91	False
LW65	12.00				11411.40	11411.40	False
LW65	12.17				11412.40	11412.40	False
LW65	12.33				11398.70	11398.70	False
LW65	12.50				11396.90	11396.90	False
LW65	12.67				11384.00	11384.00	False
LW65	12.83				11383.55	11383.55	False
LW65	13.00				11364.10	11364.10	False
LW65	13.17				11367.00	11367.00	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