2026-04-06 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: Corynebacterium jeikeium
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Corynebacterium jeikeium | Run: 2026-04-06 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	2026-04-06 inc4	Run date	2026-04-06
Media	LB	Incubator	inc4
Well file	2026-04-06 B3.xlsx	Well ID	B3
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 43734	Preprocessing	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	1.94467	2.0-42.0 h
LW60	end_norm	0.08603	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.08612	2.0-42.0 h
LW60	max_norm	0.08612	2.0-42.0 h
LW60	min_norm	-0.01396	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	0.00206	2.0-42.0 h
LW61	auc_norm	19.29090	2.0-42.0 h
LW61	end_norm	0.67494	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.68372	2.0-42.0 h
LW61	max_norm	0.68372	2.0-42.0 h
LW61	min_norm	0.04221	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	0.01372	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	0.02743	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	0.59724	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	3.89795	2.0-42.0 h
LW64	end_norm	0.15267	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.15368	2.0-42.0 h
LW64	max_norm	0.15368	2.0-42.0 h
LW64	min_norm	0.00842	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	0.00352	2.0-42.0 h
LW65	auc_norm	5.13553	2.0-42.0 h
LW65	end_norm	0.18710	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.18727	2.0-42.0 h
LW65	max_norm	0.18727	2.0-42.0 h
LW65	min_norm	-0.02107	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	0.00366	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 LB-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 1 control sample matched from the same experimental run. 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	4463.67273	90.54563	Ready
LW65	5	14820.46000	634.98495	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	0.00–67.83 h	3838.09–49051.00 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	3838.09–49051.00 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	3838.09–49051.00 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	3838.09–49051.00 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	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–1.00000 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	-1.00000	-1.00000	4540.40	3838.09	3838.09	True
LW60	0.17	-0.45793	-0.45793	4540.40	4177.20	4177.20	True
LW60	0.33	-0.21799	-0.21799	4540.40	4327.30	4327.30	True
LW60	0.50	-0.06198	-0.06198	4540.40	4424.90	4424.90	True
LW60	0.67	0.03281	0.03281	4540.40	4484.20	4484.20	True
LW60	0.83	0.10341	0.10341	4540.40	4528.36	4528.36	True
LW60	1.00	0.14375	0.14375	4540.40	4553.60	4553.60	True
LW60	1.17	0.15078	0.15078	4540.40	4558.00	4558.00	True
LW60	1.33	0.15110	0.15110	4540.40	4558.20	4558.20	True
LW60	1.50	0.15078	0.15078	4540.40	4558.00	4558.00	True
LW60	1.67	0.12968	0.12968	4540.40	4544.80	4544.80	True
LW60	1.83	0.11562	0.11562	4540.40	4536.00	4536.00	True
LW60	2.00	0.10219	0.10219	4540.40	4527.60	4527.60	True
LW60	2.17	0.08205	0.08205	4540.40	4515.00	4515.00	True
LW60	3.00	0.02930	0.02930	4540.40	4482.00	4482.00	True
LW60	3.17	0.02130	0.02130	4540.40	4477.00	4477.00	True
LW60	3.33	0.05743	0.05743	4540.40	4499.60	4499.60	True
LW60	3.50	0.10555	0.10555	4540.40	4529.70	4529.70	True
LW60	3.67	0.14023	0.14023	4540.40	4551.40	4551.40	True
LW60	3.83	0.16837	0.16837	4540.40	4569.00	4569.00	True
LW60	4.00	0.18595	0.18595	4540.40	4580.00	4580.00	True
LW60	4.17	0.20513	0.20513	4540.40	4592.00	4592.00	True
LW60	4.33	0.22112	0.22112	4540.40	4602.00	4602.00	True
LW60	4.50	0.22112	0.22112	4540.40	4602.00	4602.00	True
LW60	4.67	0.22112	0.22112	4540.40	4602.00	4602.00	True
LW60	4.83	0.25277	0.25277	4540.40	4621.80	4621.80	True
LW60	5.00	0.25629	0.25629	4540.40	4624.00	4624.00	True
LW60	5.17	0.25309	0.25309	4540.40	4622.00	4622.00	True
LW60	5.33	0.25629	0.25629	4540.40	4624.00	4624.00	True
LW60	5.50	0.25660	0.25660	4540.40	4624.20	4624.20	True
LW60	5.67	0.25629	0.25629	4540.40	4624.00	4624.00	True
LW60	5.83	0.25629	0.25629	4540.40	4624.00	4624.00	True
LW60	6.00	0.28810	0.28810	4540.40	4643.90	4643.90	True
LW60	6.17	0.29160	0.29160	4540.40	4646.09	4646.09	True
LW60	6.33	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	6.50	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	6.67	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	6.83	0.29497	0.29497	4540.40	4648.20	4648.20	True
LW60	7.00	0.30936	0.30936	4540.40	4657.20	4657.20	True
LW60	7.17	0.31703	0.31703	4540.40	4662.00	4662.00	True
LW60	7.33	0.32662	0.32662	4540.40	4668.00	4668.00	True
LW60	7.50	0.32678	0.32678	4540.40	4668.10	4668.10	True
LW60	7.67	0.32662	0.32662	4540.40	4668.00	4668.00	True
LW60	7.83	0.32678	0.32678	4540.40	4668.10	4668.10	True
LW60	8.00	0.32678	0.32678	4540.40	4668.10	4668.10	True
LW60	8.17	0.32662	0.32662	4540.40	4668.00	4668.00	True
LW60	8.33	0.32310	0.32310	4540.40	4665.80	4665.80	True
LW60	8.50	0.31959	0.31959	4540.40	4663.60	4663.60	True
LW60	8.67	0.29497	0.29497	4540.40	4648.20	4648.20	True
LW60	8.83	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	9.00	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	9.17	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	9.33	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	9.50	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	9.67	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	9.83	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	10.00	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	10.17	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	10.33	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	10.50	0.29177	0.29177	4540.40	4646.20	4646.20	True
LW60	10.67	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	10.83	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	11.00	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	11.17	0.29174	0.29174	4540.40	4646.18	4646.18	True
LW60	11.33	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	11.50	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	11.67	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	11.83	0.29145	0.29145	4540.40	4646.00	4646.00	True
LW60	12.00	0.29497	0.29497	4540.40	4648.20	4648.20	True
LW60	12.17	0.29174	0.29174	4540.40	4646.18	4646.18	True
LW60	12.33	0.31959	0.31959	4540.40	4663.60	4663.60	True
LW60	12.50	0.32310	0.32310	4540.40	4665.80	4665.80	True
LW60	12.67	0.32310	0.32310	4540.40	4665.80	4665.80	True
LW60	12.83	0.32662	0.32662	4540.40	4668.00	4668.00	True
LW60	13.00	0.32662	0.32662	4540.40	4668.00	4668.00	True
LW60	13.17	0.32662	0.32662	4540.40	4668.00	4668.00	True
LW60	13.33	0.32662	0.32662	4540.40	4668.00	4668.00	True
LW60	13.50	0.32726	0.32726	4540.40	4668.40	4668.40	True
LW60	13.67	0.32662	0.32662	4540.40	4668.00	4668.00	True
LW60	13.83	0.32678	0.32678	4540.40	4668.10	4668.10	True
LW65	0.00	-0.83246	-0.83246	15928.61	11208.45	11208.45	True
LW65	0.17	-0.39117	-0.39117	15928.61	13123.20	13123.20	True
LW65	0.33	-0.21078	-0.21078	15928.61	13905.90	13905.90	True
LW65	0.50	-0.07206	-0.07206	15928.61	14507.80	14507.80	True
LW65	0.67	0.02255	0.02255	15928.61	14918.30	14918.30	True
LW65	0.83	0.10130	0.10130	15928.61	15260.00	15260.00	True
LW65	1.00	0.15899	0.15899	15928.61	15510.30	15510.30	True
LW65	1.17	0.19591	0.19591	15928.61	15670.50	15670.50	True
LW65	1.33	0.22145	0.22145	15928.61	15781.30	15781.30	True
LW65	1.50	0.24166	0.24166	15928.61	15869.00	15869.00	True
LW65	1.67	0.25214	0.25214	15928.61	15914.50	15914.50	True
LW65	1.83	0.25865	0.25865	15928.61	15942.73	15942.73	True
LW65	2.00	0.25961	0.25961	15928.61	15946.90	15946.90	True
LW65	2.17	0.26148	0.26148	15928.61	15955.00	15955.00	True
LW65	3.00	0.17805	0.17805	15928.61	15593.00	15593.00	True
LW65	3.17	0.20866	0.20866	15928.61	15725.82	15725.82	True
LW65	3.33	0.28077	0.28077	15928.61	16038.70	16038.70	True
LW65	3.50	0.32246	0.32246	15928.61	16219.60	16219.60	True
LW65	3.67	0.35233	0.35233	15928.61	16349.20	16349.20	True
LW65	3.83	0.37598	0.37598	15928.61	16451.80	16451.80	True
LW65	4.00	0.39414	0.39414	15928.61	16530.60	16530.60	True
LW65	4.17	0.41275	0.41275	15928.61	16611.36	16611.36	True
LW65	4.33	0.42610	0.42610	15928.61	16669.30	16669.30	True
LW65	4.50	0.43866	0.43866	15928.61	16723.80	16723.80	True
LW65	4.67	0.44993	0.44993	15928.61	16772.70	16772.70	True
LW65	4.83	0.46130	0.46130	15928.61	16822.00	16822.00	True
LW65	5.00	0.46817	0.46817	15928.61	16851.80	16851.80	True
LW65	5.17	0.47624	0.47624	15928.61	16886.82	16886.82	True
LW65	5.33	0.48331	0.48331	15928.61	16917.50	16917.50	True
LW65	5.50	0.49112	0.49112	15928.61	16951.40	16951.40	True
LW65	5.67	0.49598	0.49598	15928.61	16972.50	16972.50	True
LW65	5.83	0.50221	0.50221	15928.61	16999.50	16999.50	True
LW65	6.00	0.51057	0.51057	15928.61	17035.80	17035.80	True
LW65	6.17	0.51868	0.51868	15928.61	17071.00	17071.00	True
LW65	6.33	0.52251	0.52251	15928.61	17087.60	17087.60	True
LW65	6.50	0.53005	0.53005	15928.61	17120.30	17120.30	True
LW65	6.67	0.53689	0.53689	15928.61	17150.00	17150.00	True
LW65	6.83	0.54141	0.54141	15928.61	17169.60	17169.60	True
LW65	7.00	0.54788	0.54788	15928.61	17197.70	17197.70	True
LW65	7.17	0.55133	0.55133	15928.61	17212.64	17212.64	True
LW65	7.33	0.55602	0.55602	15928.61	17233.00	17233.00	True
LW65	7.50	0.55922	0.55922	15928.61	17246.90	17246.90	True
LW65	7.67	0.56353	0.56353	15928.61	17265.60	17265.60	True
LW65	7.83	0.56685	0.56685	15928.61	17280.00	17280.00	True
LW65	8.00	0.56877	0.56877	15928.61	17288.30	17288.30	True
LW65	8.17	0.57322	0.57322	15928.61	17307.64	17307.64	True
LW65	8.33	0.57621	0.57621	15928.61	17320.60	17320.60	True
LW65	8.50	0.57815	0.57815	15928.61	17329.00	17329.00	True
LW65	8.67	0.58137	0.58137	15928.61	17343.00	17343.00	True
LW65	8.83	0.58199	0.58199	15928.61	17345.70	17345.70	True
LW65	9.00	0.58386	0.58386	15928.61	17353.80	17353.80	True
LW65	9.17	0.58533	0.58533	15928.61	17360.18	17360.18	True
LW65	9.33	0.58760	0.58760	15928.61	17370.00	17370.00	True
LW65	9.50	0.58889	0.58889	15928.61	17375.60	17375.60	True
LW65	9.67	0.59147	0.59147	15928.61	17386.80	17386.80	True
LW65	9.83	0.59340	0.59340	15928.61	17395.20	17395.20	True
LW65	10.00	0.59469	0.59469	15928.61	17400.80	17400.80	True
LW65	10.17	0.59463	0.59463	15928.61	17400.55	17400.55	True
LW65	10.33	0.59921	0.59921	15928.61	17420.40	17420.40	True
LW65	10.50	0.60255	0.60255	15928.61	17434.90	17434.90	True
LW65	10.67	0.60299	0.60299	15928.61	17436.80	17436.80	True
LW65	10.83	0.60486	0.60486	15928.61	17444.90	17444.90	True
LW65	11.00	0.60486	0.60486	15928.61	17444.90	17444.90	True
LW65	11.17	0.60748	0.60748	15928.61	17456.27	17456.27	True
LW65	11.33	0.60801	0.60801	15928.61	17458.60	17458.60	True
LW65	11.50	0.61318	0.61318	15928.61	17481.00	17481.00	True
LW65	11.67	0.61567	0.61567	15928.61	17491.80	17491.80	True
LW65	11.83	0.61816	0.61816	15928.61	17502.60	17502.60	True
LW65	12.00	0.62005	0.62005	15928.61	17510.80	17510.80	True
LW65	12.17	0.62135	0.62135	15928.61	17516.45	17516.45	True
LW65	12.33	0.62521	0.62521	15928.61	17533.20	17533.20	True
LW65	12.50	0.62714	0.62714	15928.61	17541.60	17541.60	True
LW65	12.67	0.62843	0.62843	15928.61	17547.20	17547.20	True
LW65	12.83	0.63037	0.63037	15928.61	17555.60	17555.60	True
LW65	13.00	0.63102	0.63102	15928.61	17558.40	17558.40	True
LW65	13.17	0.63287	0.63287	15928.61	17566.45	17566.45	True
LW65	13.33	0.63791	0.63791	15928.61	17588.30	17588.30	True
LW65	13.50	0.63894	0.63894	15928.61	17592.80	17592.80	True
LW65	13.67	0.63982	0.63982	15928.61	17596.60	17596.60	True
LW65	13.83	0.64572	0.64572	15928.61	17622.20	17622.20	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