2026-03-27 B1.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: Staphylococcus aureus subsp. aureus
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus aureus subsp. aureus | Run: 2026-03-27 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	2026-03-27 inc4	Run date	2026-03-27
Media	LB	Incubator	inc4
Well file	2026-03-27 B1.xlsx	Well ID	B1
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 29213	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	7.39656	2.0-42.0 h
LW60	end_norm	0.27211	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.27211	2.0-42.0 h
LW60	max_norm	0.27211	2.0-42.0 h
LW60	min_norm	0.00585	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	0.00576	2.0-42.0 h
LW61	auc_norm	12.02523	2.0-42.0 h
LW61	end_norm	0.46182	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.46182	2.0-42.0 h
LW61	max_norm	0.46182	2.0-42.0 h
LW61	min_norm	0.01534	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	0.00818	2.0-42.0 h
LW62	auc_norm	-25.16510	2.0-42.0 h
LW62	end_norm	-0.75238	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.75240	2.0-42.0 h
LW62	max_norm	-0.08747	2.0-42.0 h
LW62	min_norm	-0.75240	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	-0.00314	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	0.15270	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.10788	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-7.53519	2.0-42.0 h
LW64	end_norm	-0.26106	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.26106	2.0-42.0 h
LW64	max_norm	-0.00391	2.0-42.0 h
LW64	min_norm	-0.26106	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	-0.00458	2.0-42.0 h
LW65	auc_norm	8.85971	2.0-42.0 h
LW65	end_norm	0.31702	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.31702	2.0-42.0 h
LW65	max_norm	0.31702	2.0-42.0 h
LW65	min_norm	0.01194	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	0.00607	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 522 source points

Control overlay: mean of 8 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	4045.19818	96.17546	Ready
LW65	5	16591.56545	634.81468	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	2634.82–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	2634.82–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	2634.82–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	2634.82–48539.60 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	4206.41	2634.82	2634.82	True
LW60	0.17	-0.23745	-0.23745	4206.41	3710.30	3710.30	True
LW60	0.33	-0.10146	-0.10146	4206.41	3902.10	3902.10	True
LW60	0.50	-0.03113	-0.03113	4206.41	4001.30	4001.30	True
LW60	0.67	0.01496	0.01496	4206.41	4066.30	4066.30	True
LW60	0.83	0.04892	0.04892	4206.41	4114.20	4114.20	True
LW60	1.00	0.06870	0.06870	4206.41	4142.09	4142.09	True
LW60	1.17	0.08253	0.08253	4206.41	4161.60	4161.60	True
LW60	1.33	0.08565	0.08565	4206.41	4166.00	4166.00	True
LW60	1.50	0.09657	0.09657	4206.41	4181.40	4181.40	True
LW60	1.67	0.10905	0.10905	4206.41	4199.00	4199.00	True
LW60	1.83	0.11956	0.11956	4206.41	4213.82	4213.82	True
LW60	2.00	0.13174	0.13174	4206.41	4231.00	4231.00	True
LW60	2.17	0.13642	0.13642	4206.41	4237.60	4237.60	True
LW60	2.33	0.14734	0.14734	4206.41	4253.00	4253.00	True
LW60	2.50	0.14734	0.14734	4206.41	4253.00	4253.00	True
LW60	2.67	0.16294	0.16294	4206.41	4275.00	4275.00	True
LW60	2.83	0.16294	0.16294	4206.41	4275.00	4275.00	True
LW60	3.00	0.16762	0.16762	4206.41	4281.60	4281.60	True
LW60	3.17	0.17853	0.17853	4206.41	4297.00	4297.00	True
LW60	3.33	0.17853	0.17853	4206.41	4297.00	4297.00	True
LW60	3.50	0.17853	0.17853	4206.41	4297.00	4297.00	True
LW60	3.67	0.19194	0.19194	4206.41	4315.90	4315.90	True
LW60	3.83	0.19342	0.19342	4206.41	4318.00	4318.00	True
LW60	4.00	0.19498	0.19498	4206.41	4320.20	4320.20	True
LW60	4.17	0.20902	0.20902	4206.41	4340.00	4340.00	True
LW60	4.33	0.20902	0.20902	4206.41	4340.00	4340.00	True
LW60	4.50	0.22150	0.22150	4206.41	4357.60	4357.60	True
LW60	4.67	0.23710	0.23710	4206.41	4379.60	4379.60	True
LW60	4.83	0.24428	0.24428	4206.41	4389.73	4389.73	True
LW60	5.00	0.25511	0.25511	4206.41	4405.00	4405.00	True
LW60	5.17	0.26291	0.26291	4206.41	4416.00	4416.00	True
LW60	5.33	0.27383	0.27383	4206.41	4431.40	4431.40	True
LW60	5.50	0.28631	0.28631	4206.41	4449.00	4449.00	True
LW60	5.67	0.29411	0.29411	4206.41	4460.00	4460.00	True
LW60	5.83	0.30474	0.30474	4206.41	4475.00	4475.00	True
LW60	6.00	0.31594	0.31594	4206.41	4490.80	4490.80	True
LW60	6.17	0.31750	0.31750	4206.41	4493.00	4493.00	True
LW60	6.33	0.33310	0.33310	4206.41	4515.00	4515.00	True
LW60	6.50	0.33459	0.33459	4206.41	4517.10	4517.10	True
LW60	6.67	0.34501	0.34501	4206.41	4531.80	4531.80	True
LW60	6.83	0.34799	0.34799	4206.41	4536.00	4536.00	True
LW60	7.00	0.35267	0.35267	4206.41	4542.60	4542.60	True
LW60	7.17	0.36203	0.36203	4206.41	4555.80	4555.80	True
LW60	7.33	0.36827	0.36827	4206.41	4564.60	4564.60	True
LW60	7.50	0.37919	0.37919	4206.41	4580.00	4580.00	True
LW60	7.67	0.37919	0.37919	4206.41	4580.00	4580.00	True
LW60	7.83	0.39195	0.39195	4206.41	4598.00	4598.00	True
LW60	8.00	0.39479	0.39479	4206.41	4602.00	4602.00	True
LW60	8.17	0.39635	0.39635	4206.41	4604.20	4604.20	True
LW60	8.33	0.41039	0.41039	4206.41	4624.00	4624.00	True
LW60	8.50	0.41351	0.41351	4206.41	4628.40	4628.40	True
LW60	8.67	0.42599	0.42599	4206.41	4646.00	4646.00	True
LW60	8.83	0.42740	0.42740	4206.41	4648.00	4648.00	True
LW60	9.00	0.44158	0.44158	4206.41	4668.00	4668.00	True
LW60	9.17	0.45250	0.45250	4206.41	4683.40	4683.40	True
LW60	9.33	0.46186	0.46186	4206.41	4696.60	4696.60	True
LW60	9.50	0.47278	0.47278	4206.41	4712.00	4712.00	True
LW60	9.67	0.48767	0.48767	4206.41	4733.00	4733.00	True
LW60	9.83	0.50043	0.50043	4206.41	4751.00	4751.00	True
LW60	10.00	0.50795	0.50795	4206.41	4761.60	4761.60	True
LW60	10.17	0.52043	0.52043	4206.41	4779.20	4779.20	True
LW60	10.33	0.53135	0.53135	4206.41	4794.60	4794.60	True
LW60	10.50	0.53447	0.53447	4206.41	4799.00	4799.00	True
LW60	10.67	0.54383	0.54383	4206.41	4812.20	4812.20	True
LW60	10.83	0.55007	0.55007	4206.41	4821.00	4821.00	True
LW60	11.00	0.55163	0.55163	4206.41	4823.20	4823.20	True
LW60	11.17	0.55631	0.55631	4206.41	4829.80	4829.80	True
LW60	11.33	0.56566	0.56566	4206.41	4843.00	4843.00	True
LW60	11.50	0.56566	0.56566	4206.41	4843.00	4843.00	True
LW60	11.67	0.56878	0.56878	4206.41	4847.40	4847.40	True
LW60	11.83	0.57701	0.57701	4206.41	4859.00	4859.00	True
LW60	12.00	0.57970	0.57970	4206.41	4862.80	4862.80	True
LW60	12.17	0.57970	0.57970	4206.41	4862.80	4862.80	True
LW60	12.33	0.58126	0.58126	4206.41	4865.00	4865.00	True
LW60	12.50	0.59062	0.59062	4206.41	4878.20	4878.20	True
LW60	12.67	0.59686	0.59686	4206.41	4887.00	4887.00	True
LW60	12.83	0.59686	0.59686	4206.41	4887.00	4887.00	True
LW60	13.00	0.59842	0.59842	4206.41	4889.20	4889.20	True
LW60	13.17	0.59686	0.59686	4206.41	4887.00	4887.00	True
LW65	0.00	-0.91586	-0.91586	17946.63	10072.00	10072.00	True
LW65	0.17	-0.30048	-0.30048	17946.63	14452.60	14452.60	True
LW65	0.33	-0.13082	-0.13082	17946.63	15660.30	15660.30	True
LW65	0.50	-0.04163	-0.04163	17946.63	16295.20	16295.20	True
LW65	0.67	0.01706	0.01706	17946.63	16713.00	16713.00	True
LW65	0.83	0.06041	0.06041	17946.63	17021.60	17021.60	True
LW65	1.00	0.09499	0.09499	17946.63	17267.73	17267.73	True
LW65	1.17	0.12068	0.12068	17946.63	17450.60	17450.60	True
LW65	1.33	0.12996	0.12996	17946.63	17516.70	17516.70	True
LW65	1.50	0.15328	0.15328	17946.63	17682.70	17682.70	True
LW65	1.67	0.17859	0.17859	17946.63	17862.90	17862.90	True
LW65	1.83	0.20212	0.20212	17946.63	18030.36	18030.36	True
LW65	2.00	0.22047	0.22047	17946.63	18161.00	18161.00	True
LW65	2.17	0.23385	0.23385	17946.63	18256.20	18256.20	True
LW65	2.33	0.25155	0.25155	17946.63	18382.20	18382.20	True
LW65	2.50	0.26453	0.26453	17946.63	18474.60	18474.60	True
LW65	2.67	0.27790	0.27790	17946.63	18569.80	18569.80	True
LW65	2.83	0.28541	0.28541	17946.63	18623.27	18623.27	True
LW65	3.00	0.29377	0.29377	17946.63	18682.80	18682.80	True
LW65	3.17	0.30361	0.30361	17946.63	18752.80	18752.80	True
LW65	3.33	0.31279	0.31279	17946.63	18818.20	18818.20	True
LW65	3.50	0.32030	0.32030	17946.63	18871.60	18871.60	True
LW65	3.67	0.32787	0.32787	17946.63	18925.50	18925.50	True
LW65	3.83	0.33771	0.33771	17946.63	18995.55	18995.55	True
LW65	4.00	0.34217	0.34217	17946.63	19027.30	19027.30	True
LW65	4.17	0.35050	0.35050	17946.63	19086.60	19086.60	True
LW65	4.33	0.35770	0.35770	17946.63	19137.90	19137.90	True
LW65	4.50	0.36410	0.36410	17946.63	19183.40	19183.40	True
LW65	4.67	0.37364	0.37364	17946.63	19251.30	19251.30	True
LW65	4.83	0.38377	0.38377	17946.63	19323.45	19323.45	True
LW65	5.00	0.39046	0.39046	17946.63	19371.10	19371.10	True
LW65	5.17	0.39728	0.39728	17946.63	19419.60	19419.60	True
LW65	5.33	0.40689	0.40689	17946.63	19488.00	19488.00	True
LW65	5.50	0.41373	0.41373	17946.63	19536.70	19536.70	True
LW65	5.67	0.42018	0.42018	17946.63	19582.60	19582.60	True
LW65	5.83	0.43044	0.43044	17946.63	19655.64	19655.64	True
LW65	6.00	0.43664	0.43664	17946.63	19699.80	19699.80	True
LW65	6.17	0.44469	0.44469	17946.63	19757.10	19757.10	True
LW65	6.33	0.45274	0.45274	17946.63	19814.40	19814.40	True
LW65	6.50	0.45921	0.45921	17946.63	19860.50	19860.50	True
LW65	6.67	0.46489	0.46489	17946.63	19900.90	19900.90	True
LW65	6.83	0.47185	0.47185	17946.63	19950.45	19950.45	True
LW65	7.00	0.47822	0.47822	17946.63	19995.80	19995.80	True
LW65	7.17	0.48230	0.48230	17946.63	20024.80	20024.80	True
LW65	7.33	0.48714	0.48714	17946.63	20059.30	20059.30	True
LW65	7.50	0.49397	0.49397	17946.63	20107.90	20107.90	True
LW65	7.67	0.49967	0.49967	17946.63	20148.50	20148.50	True
LW65	7.83	0.50726	0.50726	17946.63	20202.55	20202.55	True
LW65	8.00	0.51432	0.51432	17946.63	20252.80	20252.80	True
LW65	8.17	0.52236	0.52236	17946.63	20310.00	20310.00	True
LW65	8.33	0.52805	0.52805	17946.63	20350.50	20350.50	True
LW65	8.50	0.53457	0.53457	17946.63	20396.90	20396.90	True
LW65	8.67	0.54149	0.54149	17946.63	20446.20	20446.20	True
LW65	8.83	0.54786	0.54786	17946.63	20491.55	20491.55	True
LW65	9.00	0.55422	0.55422	17946.63	20536.80	20536.80	True
LW65	9.17	0.56404	0.56404	17946.63	20606.70	20606.70	True
LW65	9.33	0.56974	0.56974	17946.63	20647.30	20647.30	True
LW65	9.50	0.57871	0.57871	17946.63	20711.10	20711.10	True
LW65	9.67	0.58607	0.58607	17946.63	20763.50	20763.50	True
LW65	9.83	0.59517	0.59517	17946.63	20828.27	20828.27	True
LW65	10.00	0.60003	0.60003	17946.63	20862.90	20862.90	True
LW65	10.17	0.60781	0.60781	17946.63	20918.30	20918.30	True
LW65	10.33	0.61935	0.61935	17946.63	21000.40	21000.40	True
LW65	10.50	0.62720	0.62720	17946.63	21056.30	21056.30	True
LW65	10.67	0.63046	0.63046	17946.63	21079.50	21079.50	True
LW65	10.83	0.63592	0.63592	17946.63	21118.36	21118.36	True
LW65	11.00	0.63997	0.63997	17946.63	21147.20	21147.20	True
LW65	11.17	0.64326	0.64326	17946.63	21170.60	21170.60	True
LW65	11.33	0.64781	0.64781	17946.63	21203.00	21203.00	True
LW65	11.50	0.65152	0.65152	17946.63	21229.40	21229.40	True
LW65	11.67	0.65685	0.65685	17946.63	21267.40	21267.40	True
LW65	11.83	0.66143	0.66143	17946.63	21300.00	21300.00	True
LW65	12.00	0.66513	0.66513	17946.63	21326.30	21326.30	True
LW65	12.17	0.66593	0.66593	17946.63	21332.00	21332.00	True
LW65	12.33	0.66847	0.66847	17946.63	21350.10	21350.10	True
LW65	12.50	0.67507	0.67507	17946.63	21397.10	21397.10	True
LW65	12.67	0.68006	0.68006	17946.63	21432.60	21432.60	True
LW65	12.83	0.68477	0.68477	17946.63	21466.09	21466.09	True
LW65	13.00	0.68586	0.68586	17946.63	21473.90	21473.90	True
LW65	13.17	0.68793	0.68793	17946.63	21488.60	21488.60	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