2026-04-06 A1.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: Alcaligenes faecalis
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Alcaligenes faecalis | 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 A1.xlsx	Well ID	A1
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 8750	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	8.03527	2.0-42.0 h
LW60	end_norm	0.38331	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.38331	2.0-42.0 h
LW60	max_norm	0.38331	2.0-42.0 h
LW60	min_norm	-0.01995	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	0.01094	2.0-42.0 h
LW61	auc_norm	47.31764	2.0-42.0 h
LW61	end_norm	2.12351	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	2.12351	2.0-42.0 h
LW61	max_norm	2.12351	2.0-42.0 h
LW61	min_norm	0.01306	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	0.05478	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	0.37384	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	0.77468	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	0.96498	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	2.30612	2.0-42.0 h
LW65	end_norm	0.12003	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.12003	2.0-42.0 h
LW65	max_norm	0.12003	2.0-42.0 h
LW65	min_norm	-0.01724	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	0.00349	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	26208.89818	338.89009	Ready
LW65	5	10963.70727	228.82791	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	4692.18–49051.00 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4692.18–49051.00 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4692.18–49051.00 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4692.18–49051.00 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	-0.32926	-0.32926	26305.05	22335.55	22335.55	True
LW60	0.17	-0.11704	-0.11704	26305.05	24832.10	24832.10	True
LW60	0.33	-0.04510	-0.04510	26305.05	25678.30	25678.30	True
LW60	0.50	-0.01008	-0.01008	26305.05	26090.30	26090.30	True
LW60	0.67	0.00832	0.00832	26305.05	26306.80	26306.80	True
LW60	0.83	0.02059	0.02059	26305.05	26451.09	26451.09	True
LW60	1.00	0.02628	0.02628	26305.05	26518.00	26518.00	True
LW60	1.17	0.02410	0.02410	26305.05	26492.40	26492.40	True
LW60	1.33	0.02084	0.02084	26305.05	26454.00	26454.00	True
LW60	1.50	0.01730	0.01730	26305.05	26412.40	26412.40	True
LW60	1.67	0.01159	0.01159	26305.05	26345.20	26345.20	True
LW60	1.83	0.00476	0.00476	26305.05	26264.91	26264.91	True
LW60	2.00	0.00099	0.00099	26305.05	26220.50	26220.50	True
LW60	2.17	-0.00568	-0.00568	26305.05	26142.11	26142.11	True
LW60	3.00	-0.03643	-0.03643	26305.05	25780.33	25780.33	True
LW60	3.17	-0.03195	-0.03195	26305.05	25833.10	25833.10	True
LW60	3.33	-0.01170	-0.01170	26305.05	26071.30	26071.30	True
LW60	3.50	0.00615	0.00615	26305.05	26281.20	26281.20	True
LW60	3.67	0.02029	0.02029	26305.05	26447.60	26447.60	True
LW60	3.83	0.02850	0.02850	26305.05	26544.18	26544.18	True
LW60	4.00	0.03362	0.03362	26305.05	26604.40	26604.40	True
LW60	4.17	0.03824	0.03824	26305.05	26658.80	26658.80	True
LW60	4.33	0.04287	0.04287	26305.05	26713.20	26713.20	True
LW60	4.50	0.04368	0.04368	26305.05	26722.80	26722.80	True
LW60	4.67	0.04640	0.04640	26305.05	26754.80	26754.80	True
LW60	4.83	0.04931	0.04931	26305.05	26789.00	26789.00	True
LW60	5.00	0.05193	0.05193	26305.05	26819.80	26819.80	True
LW60	5.17	0.05220	0.05220	26305.05	26823.00	26823.00	True
LW60	5.33	0.05411	0.05411	26305.05	26845.40	26845.40	True
LW60	5.50	0.05519	0.05519	26305.05	26858.20	26858.20	True
LW60	5.67	0.05628	0.05628	26305.05	26871.00	26871.00	True
LW60	5.83	0.05926	0.05926	26305.05	26906.00	26906.00	True
LW60	6.00	0.06752	0.06752	26305.05	27003.20	27003.20	True
LW60	6.17	0.07465	0.07465	26305.05	27087.10	27087.10	True
LW60	6.33	0.07767	0.07767	26305.05	27122.60	27122.60	True
LW60	6.50	0.08067	0.08067	26305.05	27157.90	27157.90	True
LW60	6.67	0.08234	0.08234	26305.05	27177.50	27177.50	True
LW60	6.83	0.08472	0.08472	26305.05	27205.55	27205.55	True
LW60	7.00	0.08700	0.08700	26305.05	27232.40	27232.40	True
LW60	7.17	0.08946	0.08946	26305.05	27261.30	27261.30	True
LW60	7.33	0.09002	0.09002	26305.05	27267.90	27267.90	True
LW60	7.50	0.09170	0.09170	26305.05	27287.70	27287.70	True
LW60	7.67	0.09499	0.09499	26305.05	27326.30	27326.30	True
LW60	7.83	0.09471	0.09471	26305.05	27323.09	27323.09	True
LW60	8.00	0.09362	0.09362	26305.05	27310.20	27310.20	True
LW60	8.17	0.09113	0.09113	26305.05	27281.00	27281.00	True
LW60	8.33	0.08974	0.08974	26305.05	27264.60	27264.60	True
LW60	8.50	0.08836	0.08836	26305.05	27248.40	27248.40	True
LW60	8.67	0.08646	0.08646	26305.05	27226.00	27226.00	True
LW60	8.83	0.08700	0.08700	26305.05	27232.40	27232.40	True
LW60	9.00	0.08864	0.08864	26305.05	27251.60	27251.60	True
LW60	9.17	0.09002	0.09002	26305.05	27267.90	27267.90	True
LW60	9.33	0.09280	0.09280	26305.05	27300.60	27300.60	True
LW60	9.50	0.09527	0.09527	26305.05	27329.60	27329.60	True
LW60	9.67	0.09849	0.09849	26305.05	27367.55	27367.55	True
LW60	9.83	0.10023	0.10023	26305.05	27388.00	27388.00	True
LW60	10.00	0.09996	0.09996	26305.05	27384.80	27384.80	True
LW60	10.17	0.09859	0.09859	26305.05	27368.70	27368.70	True
LW60	10.33	0.09639	0.09639	26305.05	27342.80	27342.80	True
LW60	10.50	0.09198	0.09198	26305.05	27290.90	27290.90	True
LW60	10.67	0.08844	0.08844	26305.05	27249.27	27249.27	True
LW60	10.83	0.08619	0.08619	26305.05	27222.80	27222.80	True
LW60	11.00	0.08483	0.08483	26305.05	27206.80	27206.80	True
LW60	11.17	0.08646	0.08646	26305.05	27226.00	27226.00	True
LW60	11.33	0.08811	0.08811	26305.05	27245.40	27245.40	True
LW60	11.50	0.09445	0.09445	26305.05	27320.00	27320.00	True
LW60	11.67	0.09998	0.09998	26305.05	27385.09	27385.09	True
LW60	11.83	0.10602	0.10602	26305.05	27456.10	27456.10	True
LW60	12.00	0.11212	0.11212	26305.05	27527.90	27527.90	True
LW60	12.17	0.11904	0.11904	26305.05	27609.30	27609.30	True
LW60	12.33	0.12622	0.12622	26305.05	27693.70	27693.70	True
LW60	12.50	0.13317	0.13317	26305.05	27775.50	27775.50	True
LW60	12.67	0.14076	0.14076	26305.05	27864.82	27864.82	True
LW60	12.83	0.14732	0.14732	26305.05	27942.00	27942.00	True
LW60	13.00	0.15567	0.15567	26305.05	28040.20	28040.20	True
LW60	13.17	0.16351	0.16351	26305.05	28132.40	28132.40	True
LW60	13.33	0.17246	0.17246	26305.05	28237.70	28237.70	True
LW60	13.50	0.18194	0.18194	26305.05	28349.20	28349.20	True
LW60	13.67	0.19331	0.19331	26305.05	28483.00	28483.00	True
LW60	13.83	0.20412	0.20412	26305.05	28610.20	28610.20	True
LW65	0.00	-1.00000	-1.00000	11212.64	9070.09	9070.09	True
LW65	0.17	-0.42248	-0.42248	11212.64	10163.70	10163.70	True
LW65	0.33	-0.18077	-0.18077	11212.64	10621.40	10621.40	True
LW65	0.50	-0.05640	-0.05640	11212.64	10856.90	10856.90	True
LW65	0.67	0.03200	0.03200	11212.64	11024.30	11024.30	True
LW65	0.83	0.08710	0.08710	11212.64	11128.64	11128.64	True
LW65	1.00	0.11808	0.11808	11212.64	11187.30	11187.30	True
LW65	1.17	0.13223	0.13223	11212.64	11214.10	11214.10	True
LW65	1.33	0.14010	0.14010	11212.64	11229.00	11229.00	True
LW65	1.50	0.13878	0.13878	11212.64	11226.50	11226.50	True
LW65	1.67	0.13218	0.13218	11212.64	11214.00	11214.00	True
LW65	1.83	0.13074	0.13074	11212.64	11211.27	11211.27	True
LW65	2.00	0.12700	0.12700	11212.64	11204.20	11204.20	True
LW65	2.17	0.11821	0.11821	11212.64	11187.56	11187.56	True
LW65	3.00	0.03853	0.03853	11212.64	11036.67	11036.67	True
LW65	3.17	0.02936	0.02936	11212.64	11019.30	11019.30	True
LW65	3.33	0.06854	0.06854	11212.64	11093.50	11093.50	True
LW65	3.50	0.10503	0.10503	11212.64	11162.60	11162.60	True
LW65	3.67	0.12705	0.12705	11212.64	11204.30	11204.30	True
LW65	3.83	0.14394	0.14394	11212.64	11236.27	11236.27	True
LW65	4.00	0.15198	0.15198	11212.64	11251.50	11251.50	True
LW65	4.17	0.15990	0.15990	11212.64	11266.50	11266.50	True
LW65	4.33	0.16518	0.16518	11212.64	11276.50	11276.50	True
LW65	4.50	0.16254	0.16254	11212.64	11271.50	11271.50	True
LW65	4.67	0.16650	0.16650	11212.64	11279.00	11279.00	True
LW65	4.83	0.17025	0.17025	11212.64	11286.09	11286.09	True
LW65	5.00	0.17928	0.17928	11212.64	11303.20	11303.20	True
LW65	5.17	0.18578	0.18578	11212.64	11315.50	11315.50	True
LW65	5.33	0.18446	0.18446	11212.64	11313.00	11313.00	True
LW65	5.50	0.17928	0.17928	11212.64	11303.20	11303.20	True
LW65	5.67	0.17802	0.17802	11212.64	11300.80	11300.80	True
LW65	5.83	0.17260	0.17260	11212.64	11290.55	11290.55	True
LW65	6.00	0.17168	0.17168	11212.64	11288.80	11288.80	True
LW65	6.17	0.17802	0.17802	11212.64	11300.80	11300.80	True
LW65	6.33	0.17802	0.17802	11212.64	11300.80	11300.80	True
LW65	6.50	0.18578	0.18578	11212.64	11315.50	11315.50	True
LW65	6.67	0.18842	0.18842	11212.64	11320.50	11320.50	True
LW65	6.83	0.19622	0.19622	11212.64	11335.27	11335.27	True
LW65	7.00	0.20690	0.20690	11212.64	11355.50	11355.50	True
LW65	7.17	0.20822	0.20822	11212.64	11358.00	11358.00	True
LW65	7.33	0.20690	0.20690	11212.64	11355.50	11355.50	True
LW65	7.50	0.20690	0.20690	11212.64	11355.50	11355.50	True
LW65	7.67	0.20294	0.20294	11212.64	11348.00	11348.00	True
LW65	7.83	0.20222	0.20222	11212.64	11346.64	11346.64	True
LW65	8.00	0.20294	0.20294	11212.64	11348.00	11348.00	True
LW65	8.17	0.20162	0.20162	11212.64	11345.50	11345.50	True
LW65	8.33	0.19634	0.19634	11212.64	11335.50	11335.50	True
LW65	8.50	0.18446	0.18446	11212.64	11313.00	11313.00	True
LW65	8.67	0.17490	0.17490	11212.64	11294.91	11294.91	True
LW65	8.83	0.17295	0.17295	11212.64	11291.20	11291.20	True
LW65	9.00	0.17295	0.17295	11212.64	11291.20	11291.20	True
LW65	9.17	0.17548	0.17548	11212.64	11296.00	11296.00	True
LW65	9.33	0.17421	0.17421	11212.64	11293.60	11293.60	True
LW65	9.50	0.16782	0.16782	11212.64	11281.50	11281.50	True
LW65	9.67	0.16794	0.16794	11212.64	11281.73	11281.73	True
LW65	9.83	0.16386	0.16386	11212.64	11274.00	11274.00	True
LW65	10.00	0.16914	0.16914	11212.64	11284.00	11284.00	True
LW65	10.17	0.16122	0.16122	11212.64	11269.00	11269.00	True
LW65	10.33	0.15990	0.15990	11212.64	11266.50	11266.50	True
LW65	10.50	0.15330	0.15330	11212.64	11254.00	11254.00	True
LW65	10.67	0.15354	0.15354	11212.64	11254.45	11254.45	True
LW65	10.83	0.14538	0.14538	11212.64	11239.00	11239.00	True
LW65	11.00	0.14802	0.14802	11212.64	11244.00	11244.00	True
LW65	11.17	0.14934	0.14934	11212.64	11246.50	11246.50	True
LW65	11.33	0.15330	0.15330	11212.64	11254.00	11254.00	True
LW65	11.50	0.15198	0.15198	11212.64	11251.50	11251.50	True
LW65	11.67	0.15114	0.15114	11212.64	11249.91	11249.91	True
LW65	11.83	0.14802	0.14802	11212.64	11244.00	11244.00	True
LW65	12.00	0.14934	0.14934	11212.64	11246.50	11246.50	True
LW65	12.17	0.15330	0.15330	11212.64	11254.00	11254.00	True
LW65	12.33	0.16122	0.16122	11212.64	11269.00	11269.00	True
LW65	12.50	0.16254	0.16254	11212.64	11271.50	11271.50	True
LW65	12.67	0.16790	0.16790	11212.64	11281.64	11281.64	True
LW65	12.83	0.17675	0.17675	11212.64	11298.40	11298.40	True
LW65	13.00	0.18060	0.18060	11212.64	11305.70	11305.70	True
LW65	13.17	0.18710	0.18710	11212.64	11318.00	11318.00	True
LW65	13.33	0.18842	0.18842	11212.64	11320.50	11320.50	True
LW65	13.50	0.19766	0.19766	11212.64	11338.00	11338.00	True
LW65	13.67	0.20102	0.20102	11212.64	11344.36	11344.36	True
LW65	13.83	0.20822	0.20822	11212.64	11358.00	11358.00	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