2026-04-06 B4.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: Streptococcus pyogenes
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Streptococcus pyogenes | Run: 2026-04-06 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	2026-04-06 inc5	Run date	2026-04-06
Media	LB	Incubator	inc5
Well file	2026-04-06 B4.xlsx	Well ID	B4
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 19615	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	0.66099	2.0-42.0 h
LW60	end_norm	0.03495	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.03495	2.0-42.0 h
LW60	max_norm	0.03495	2.0-42.0 h
LW60	min_norm	-0.02452	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	0.00087	2.0-42.0 h
LW61	auc_norm	24.88497	2.0-42.0 h
LW61	end_norm	0.77341	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.77450	2.0-42.0 h
LW61	max_norm	0.77450	2.0-42.0 h
LW61	min_norm	0.03965	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	0.01131	2.0-42.0 h
LW62	auc_norm	-24.34068	2.0-42.0 h
LW62	end_norm	-0.81659	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.81659	2.0-42.0 h
LW62	max_norm	0.25903	2.0-42.0 h
LW62	min_norm	-0.81659	2.0-42.0 h
LW62	pct_abnormal_rows	0.00656	2.0-42.0 h
LW62	pct_missing_norm	0.00415	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm	-0.01601	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	0.59710	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.58880	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	-0.26997	2.0-42.0 h
LW65	end_norm	-0.00327	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.02233	2.0-42.0 h
LW65	max_norm	0.00040	2.0-42.0 h
LW65	min_norm	-0.02233	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	0.00007	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 816 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	23050.49818	286.24650	Ready
LW65	5	4815.00000	56.51283	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	4139.18–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4139.18–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4139.18–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4139.18–48539.60 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	-1.00000–0.39760 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–0.39760 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–0.39760 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–0.39760 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	23003.96	20644.82	20644.82	True
LW60	0.17	-0.41248	-0.41248	23003.96	22058.20	22058.20	True
LW60	0.33	-0.18735	-0.18735	23003.96	22599.80	22599.80	True
LW60	0.50	-0.04710	-0.04710	23003.96	22937.20	22937.20	True
LW60	0.67	0.05242	0.05242	23003.96	23176.60	23176.60	True
LW60	0.83	0.09170	0.09170	23003.96	23271.09	23271.09	True
LW60	1.00	0.09033	0.09033	23003.96	23267.80	23267.80	True
LW60	1.17	0.08268	0.08268	23003.96	23249.40	23249.40	True
LW60	1.33	0.06256	0.06256	23003.96	23201.00	23201.00	True
LW60	1.50	0.03350	0.03350	23003.96	23131.10	23131.10	True
LW60	1.67	-0.00303	-0.00303	23003.96	23043.20	23043.20	True
LW60	1.83	-0.03565	-0.03565	23003.96	22964.73	22964.73	True
LW60	2.00	-0.06214	-0.06214	23003.96	22901.00	22901.00	True
LW60	2.17	-0.08725	-0.08725	23003.96	22840.60	22840.60	True
LW60	2.33	-0.12616	-0.12616	23003.96	22747.00	22747.00	True
LW60	2.50	-0.15858	-0.15858	23003.96	22669.00	22669.00	True
LW60	2.67	-0.18477	-0.18477	23003.96	22606.00	22606.00	True
LW60	2.83	-0.21084	-0.21084	23003.96	22543.27	22543.27	True
LW60	3.00	-0.25377	-0.25377	23003.96	22440.00	22440.00	True
LW60	3.17	-0.23503	-0.23503	23003.96	22485.10	22485.10	True
LW60	3.33	-0.18477	-0.18477	23003.96	22606.00	22606.00	True
LW60	3.50	-0.11743	-0.11743	23003.96	22768.00	22768.00	True
LW60	3.67	-0.06339	-0.06339	23003.96	22898.00	22898.00	True
LW60	3.83	-0.03104	-0.03104	23003.96	22975.82	22975.82	True
LW60	4.00	-0.00935	-0.00935	23003.96	23028.00	23028.00	True
LW60	4.17	0.00694	0.00694	23003.96	23067.20	23067.20	True
LW60	4.33	0.02473	0.02473	23003.96	23110.00	23110.00	True
LW60	4.50	0.03097	0.03097	23003.96	23125.00	23125.00	True
LW60	4.67	0.04477	0.04477	23003.96	23158.20	23158.20	True
LW60	4.83	0.05848	0.05848	23003.96	23191.18	23191.18	True
LW60	5.00	0.07254	0.07254	23003.96	23225.00	23225.00	True
LW60	5.17	0.07881	0.07881	23003.96	23240.10	23240.10	True
LW60	5.33	0.08260	0.08260	23003.96	23249.20	23249.20	True
LW60	5.50	0.09033	0.09033	23003.96	23267.80	23267.80	True
LW60	5.67	0.09415	0.09415	23003.96	23277.00	23277.00	True
LW60	5.83	0.09857	0.09857	23003.96	23287.64	23287.64	True
LW60	6.00	0.10538	0.10538	23003.96	23304.00	23304.00	True
LW60	6.17	0.11411	0.11411	23003.96	23325.00	23325.00	True
LW60	6.33	0.11535	0.11535	23003.96	23328.00	23328.00	True
LW60	6.50	0.11161	0.11161	23003.96	23319.00	23319.00	True
LW60	6.67	0.11785	0.11785	23003.96	23334.00	23334.00	True
LW60	6.83	0.12253	0.12253	23003.96	23345.27	23345.27	True
LW60	7.00	0.13073	0.13073	23003.96	23365.00	23365.00	True
LW60	7.17	0.13073	0.13073	23003.96	23365.00	23365.00	True
LW60	7.33	0.12429	0.12429	23003.96	23349.50	23349.50	True
LW60	7.50	0.12042	0.12042	23003.96	23340.20	23340.20	True
LW60	7.67	0.11914	0.11914	23003.96	23337.10	23337.10	True
LW60	7.83	0.11671	0.11671	23003.96	23331.27	23331.27	True
LW60	8.00	0.11914	0.11914	23003.96	23337.10	23337.10	True
LW60	8.17	0.11660	0.11660	23003.96	23331.00	23331.00	True
LW60	8.33	0.10912	0.10912	23003.96	23313.00	23313.00	True
LW60	8.50	0.10413	0.10413	23003.96	23301.00	23301.00	True
LW60	8.67	0.10538	0.10538	23003.96	23304.00	23304.00	True
LW60	8.83	0.09404	0.09404	23003.96	23276.73	23276.73	True
LW60	9.00	0.09415	0.09415	23003.96	23277.00	23277.00	True
LW60	9.17	0.10164	0.10164	23003.96	23295.00	23295.00	True
LW60	9.33	0.09291	0.09291	23003.96	23274.00	23274.00	True
LW60	9.50	0.09415	0.09415	23003.96	23277.00	23277.00	True
LW60	9.67	0.09415	0.09415	23003.96	23277.00	23277.00	True
LW60	9.83	0.09971	0.09971	23003.96	23290.36	23290.36	True
LW60	10.00	0.08775	0.08775	23003.96	23261.60	23261.60	True
LW60	10.17	0.09162	0.09162	23003.96	23270.90	23270.90	True
LW60	10.33	0.09162	0.09162	23003.96	23270.90	23270.90	True
LW60	10.50	0.08260	0.08260	23003.96	23249.20	23249.20	True
LW60	10.67	0.08389	0.08389	23003.96	23252.30	23252.30	True
LW60	10.83	0.08002	0.08002	23003.96	23243.00	23243.00	True
LW60	11.00	0.07628	0.07628	23003.96	23234.00	23234.00	True
LW60	11.17	0.07628	0.07628	23003.96	23234.00	23234.00	True
LW60	11.33	0.07129	0.07129	23003.96	23222.00	23222.00	True
LW60	11.50	0.07628	0.07628	23003.96	23234.00	23234.00	True
LW60	11.67	0.07503	0.07503	23003.96	23231.00	23231.00	True
LW60	11.83	0.07548	0.07548	23003.96	23232.09	23232.09	True
LW60	12.00	0.07503	0.07503	23003.96	23231.00	23231.00	True
LW60	12.17	0.07503	0.07503	23003.96	23231.00	23231.00	True
LW60	12.33	0.07254	0.07254	23003.96	23225.00	23225.00	True
LW60	12.50	0.06755	0.06755	23003.96	23213.00	23213.00	True
LW60	12.67	0.06880	0.06880	23003.96	23216.00	23216.00	True
LW60	12.83	0.06868	0.06868	23003.96	23215.73	23215.73	True
LW60	13.00	0.06880	0.06880	23003.96	23216.00	23216.00	True
LW60	13.17	0.06755	0.06755	23003.96	23213.00	23213.00	True
LW65	0.00	-1.00000	-1.00000	4797.10	4139.18	4256.00	True
LW65	0.17	-0.43560	-0.43560	4797.10	4571.50	4571.50	True
LW65	0.33	-0.16172	-0.16172	4797.10	4724.60	4724.60	True
LW65	0.50	-0.03256	-0.03256	4797.10	4796.80	4796.80	True
LW65	0.67	0.03828	0.03828	4797.10	4836.40	4836.40	True
LW65	0.83	0.08229	0.08229	4797.10	4861.00	4861.00	True
LW65	1.00	0.07370	0.07370	4797.10	4856.20	4856.20	True
LW65	1.17	0.05796	0.05796	4797.10	4847.40	4847.40	True
LW65	1.33	0.05009	0.05009	4797.10	4843.00	4843.00	True
LW65	1.50	0.01467	0.01467	4797.10	4823.20	4823.20	True
LW65	1.67	-0.02469	-0.02469	4797.10	4801.20	4801.20	True
LW65	1.83	-0.03936	-0.03936	4797.10	4793.00	4793.00	True
LW65	2.00	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	2.17	-0.09159	-0.09159	4797.10	4763.80	4763.80	True
LW65	2.33	-0.11914	-0.11914	4797.10	4748.40	4748.40	True
LW65	2.50	-0.14669	-0.14669	4797.10	4733.00	4733.00	True
LW65	2.67	-0.16547	-0.16547	4797.10	4722.50	4722.50	True
LW65	2.83	-0.18784	-0.18784	4797.10	4710.00	4710.00	True
LW65	3.00	-0.22361	-0.22361	4797.10	4690.00	4690.00	True
LW65	3.17	-0.22361	-0.22361	4797.10	4690.00	4690.00	True
LW65	3.33	-0.19213	-0.19213	4797.10	4707.60	4707.60	True
LW65	3.50	-0.14669	-0.14669	4797.10	4733.00	4733.00	True
LW65	3.67	-0.11521	-0.11521	4797.10	4750.60	4750.60	True
LW65	3.83	-0.10733	-0.10733	4797.10	4755.00	4755.00	True
LW65	4.00	-0.09946	-0.09946	4797.10	4759.40	4759.40	True
LW65	4.17	-0.07585	-0.07585	4797.10	4772.60	4772.60	True
LW65	4.33	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	4.50	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	4.67	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	4.83	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	5.00	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	5.17	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	5.33	-0.06404	-0.06404	4797.10	4779.20	4779.20	True
LW65	5.50	-0.04436	-0.04436	4797.10	4790.20	4790.20	True
LW65	5.67	-0.04830	-0.04830	4797.10	4788.00	4788.00	True
LW65	5.83	-0.04293	-0.04293	4797.10	4791.00	4791.00	True
LW65	6.00	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	6.17	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	6.33	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	6.50	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	6.67	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	6.83	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	7.00	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	7.17	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	7.33	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	7.50	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	7.67	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	7.83	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	8.00	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	8.17	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	8.33	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	8.50	-0.02862	-0.02862	4797.10	4799.00	4799.00	True
LW65	8.67	-0.03649	-0.03649	4797.10	4794.60	4794.60	True
LW65	8.83	-0.05725	-0.05725	4797.10	4783.00	4783.00	True
LW65	9.00	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	9.17	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	9.33	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	9.50	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	9.67	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	9.83	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	10.00	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	10.17	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	10.33	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	10.50	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	10.67	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	10.83	-0.06798	-0.06798	4797.10	4777.00	4777.00	True
LW65	11.00	-0.07191	-0.07191	4797.10	4774.80	4774.80	True
LW65	11.17	-0.08766	-0.08766	4797.10	4766.00	4766.00	True
LW65	11.33	-0.07979	-0.07979	4797.10	4770.40	4770.40	True
LW65	11.50	-0.07191	-0.07191	4797.10	4774.80	4774.80	True
LW65	11.67	-0.09553	-0.09553	4797.10	4761.60	4761.60	True
LW65	11.83	-0.10018	-0.10018	4797.10	4759.00	4759.00	True
LW65	12.00	-0.10340	-0.10340	4797.10	4757.20	4757.20	True
LW65	12.17	-0.10733	-0.10733	4797.10	4755.00	4755.00	True
LW65	12.33	-0.10340	-0.10340	4797.10	4757.20	4757.20	True
LW65	12.50	-0.10733	-0.10733	4797.10	4755.00	4755.00	True
LW65	12.67	-0.10733	-0.10733	4797.10	4755.00	4755.00	True
LW65	12.83	-0.10733	-0.10733	4797.10	4755.00	4755.00	True
LW65	13.00	-0.10733	-0.10733	4797.10	4755.00	4755.00	True
LW65	13.17	-0.10733	-0.10733	4797.10	4755.00	4755.00	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