2026-04-06 A2.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 A2.xlsx	Well ID	A2
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	4.98313	2.0-42.0 h
LW60	end_norm	0.28044	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.28044	2.0-42.0 h
LW60	max_norm	0.28044	2.0-42.0 h
LW60	min_norm	-0.01986	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	0.00878	2.0-42.0 h
LW61	auc_norm	36.36126	2.0-42.0 h
LW61	end_norm	11.85649	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	11.85649	2.0-42.0 h
LW61	max_norm	11.85649	2.0-42.0 h
LW61	min_norm	-0.01119	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.32068	2.0-42.0 h
LW61	pct_saturated_rows	0.32405	2.0-42.0 h
LW61	slope_norm	0.17959	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	0.03333	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00295	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	0.08017	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.02405	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-9.27755	2.0-42.0 h
LW64	end_norm	-0.39093	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.39827	2.0-42.0 h
LW64	max_norm	0.05003	2.0-42.0 h
LW64	min_norm	-0.39827	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.00422	2.0-42.0 h
LW64	pct_saturated_rows	0.00464	2.0-42.0 h
LW64	slope_norm	-0.01294	2.0-42.0 h
LW65	auc_norm	3.14075	2.0-42.0 h
LW65	end_norm	0.16244	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.16244	2.0-42.0 h
LW65	max_norm	0.16244	2.0-42.0 h
LW65	min_norm	-0.01804	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	0.00468	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	18207.74000	195.43254	Ready
LW65	5	5691.32182	134.78745	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	4644.36–49051.00 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4644.36–49051.00 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4644.36–49051.00 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4644.36–49051.00 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	-0.31248	-0.31248	18233.16	16215.09	16215.09	True
LW60	0.17	-0.11570	-0.11570	18233.16	17469.90	17469.90	True
LW60	0.33	-0.04840	-0.04840	18233.16	17899.10	17899.10	True
LW60	0.50	-0.01084	-0.01084	18233.16	18138.60	18138.60	True
LW60	0.67	0.01067	0.01067	18233.16	18275.80	18275.80	True
LW60	0.83	0.02297	0.02297	18233.16	18354.20	18354.20	True
LW60	1.00	0.02560	0.02560	18233.16	18371.00	18371.00	True
LW60	1.17	0.02560	0.02560	18233.16	18371.00	18371.00	True
LW60	1.33	0.02165	0.02165	18233.16	18345.80	18345.80	True
LW60	1.50	0.01419	0.01419	18233.16	18298.20	18298.20	True
LW60	1.67	0.00672	0.00672	18233.16	18250.60	18250.60	True
LW60	1.83	0.00125	0.00125	18233.16	18215.73	18215.73	True
LW60	2.00	-0.00557	-0.00557	18233.16	18172.20	18172.20	True
LW60	2.17	-0.01294	-0.01294	18233.16	18125.22	18125.22	True
LW60	3.00	-0.05152	-0.05152	18233.16	17879.20	17879.20	True
LW60	3.17	-0.05279	-0.05279	18233.16	17871.10	17871.10	True
LW60	3.33	-0.03573	-0.03573	18233.16	17979.90	17979.90	True
LW60	3.50	-0.02182	-0.02182	18233.16	18068.60	18068.60	True
LW60	3.67	-0.01112	-0.01112	18233.16	18136.82	18136.82	True
LW60	3.83	-0.00338	-0.00338	18233.16	18186.20	18186.20	True
LW60	4.00	0.00233	0.00233	18233.16	18222.60	18222.60	True
LW60	4.17	0.00584	0.00584	18233.16	18245.00	18245.00	True
LW60	4.33	0.00804	0.00804	18233.16	18259.00	18259.00	True
LW60	4.50	0.00892	0.00892	18233.16	18264.60	18264.60	True
LW60	4.67	0.01203	0.01203	18233.16	18284.45	18284.45	True
LW60	4.83	0.01243	0.01243	18233.16	18287.00	18287.00	True
LW60	5.00	0.01243	0.01243	18233.16	18287.00	18287.00	True
LW60	5.17	0.01243	0.01243	18233.16	18287.00	18287.00	True
LW60	5.33	0.01331	0.01331	18233.16	18292.60	18292.60	True
LW60	5.50	0.01331	0.01331	18233.16	18292.60	18292.60	True
LW60	5.67	0.01602	0.01602	18233.16	18309.91	18309.91	True
LW60	5.83	0.01770	0.01770	18233.16	18320.60	18320.60	True
LW60	6.00	0.02121	0.02121	18233.16	18343.00	18343.00	True
LW60	6.17	0.02253	0.02253	18233.16	18351.40	18351.40	True
LW60	6.33	0.02560	0.02560	18233.16	18371.00	18371.00	True
LW60	6.50	0.02955	0.02955	18233.16	18396.20	18396.20	True
LW60	6.67	0.03239	0.03239	18233.16	18414.27	18414.27	True
LW60	6.83	0.03526	0.03526	18233.16	18432.60	18432.60	True
LW60	7.00	0.03834	0.03834	18233.16	18452.20	18452.20	True
LW60	7.17	0.03877	0.03877	18233.16	18455.00	18455.00	True
LW60	7.33	0.03877	0.03877	18233.16	18455.00	18455.00	True
LW60	7.50	0.03877	0.03877	18233.16	18455.00	18455.00	True
LW60	7.67	0.03877	0.03877	18233.16	18455.00	18455.00	True
LW60	7.83	0.03790	0.03790	18233.16	18449.40	18449.40	True
LW60	8.00	0.03570	0.03570	18233.16	18435.40	18435.40	True
LW60	8.17	0.03482	0.03482	18233.16	18429.80	18429.80	True
LW60	8.33	0.03175	0.03175	18233.16	18410.20	18410.20	True
LW60	8.50	0.02999	0.02999	18233.16	18399.00	18399.00	True
LW60	8.67	0.02680	0.02680	18233.16	18378.64	18378.64	True
LW60	8.83	0.02560	0.02560	18233.16	18371.00	18371.00	True
LW60	9.00	0.02385	0.02385	18233.16	18359.80	18359.80	True
LW60	9.17	0.02297	0.02297	18233.16	18354.20	18354.20	True
LW60	9.33	0.02121	0.02121	18233.16	18343.00	18343.00	True
LW60	9.50	0.02121	0.02121	18233.16	18343.00	18343.00	True
LW60	9.67	0.02121	0.02121	18233.16	18343.00	18343.00	True
LW60	9.83	0.02121	0.02121	18233.16	18343.00	18343.00	True
LW60	10.00	0.02209	0.02209	18233.16	18348.60	18348.60	True
LW60	10.17	0.02385	0.02385	18233.16	18359.80	18359.80	True
LW60	10.33	0.02560	0.02560	18233.16	18371.00	18371.00	True
LW60	10.50	0.02648	0.02648	18233.16	18376.60	18376.60	True
LW60	10.67	0.02880	0.02880	18233.16	18391.36	18391.36	True
LW60	10.83	0.02868	0.02868	18233.16	18390.60	18390.60	True
LW60	11.00	0.02955	0.02955	18233.16	18396.20	18396.20	True
LW60	11.17	0.02999	0.02999	18233.16	18399.00	18399.00	True
LW60	11.33	0.02955	0.02955	18233.16	18396.20	18396.20	True
LW60	11.50	0.02999	0.02999	18233.16	18399.00	18399.00	True
LW60	11.67	0.02959	0.02959	18233.16	18396.45	18396.45	True
LW60	11.83	0.02868	0.02868	18233.16	18390.60	18390.60	True
LW60	12.00	0.02999	0.02999	18233.16	18399.00	18399.00	True
LW60	12.17	0.02999	0.02999	18233.16	18399.00	18399.00	True
LW60	12.33	0.02999	0.02999	18233.16	18399.00	18399.00	True
LW60	12.50	0.03263	0.03263	18233.16	18415.80	18415.80	True
LW60	12.67	0.03678	0.03678	18233.16	18442.27	18442.27	True
LW60	12.83	0.04097	0.04097	18233.16	18469.00	18469.00	True
LW60	13.00	0.04404	0.04404	18233.16	18488.60	18488.60	True
LW60	13.17	0.04756	0.04756	18233.16	18511.00	18511.00	True
LW60	13.33	0.05107	0.05107	18233.16	18533.40	18533.40	True
LW60	13.50	0.05370	0.05370	18233.16	18550.20	18550.20	True
LW60	13.67	0.05833	0.05833	18233.16	18579.73	18579.73	True
LW60	13.83	0.06248	0.06248	18233.16	18606.20	18606.20	True
LW65	0.00	-0.83113	-0.83113	5842.00	4644.36	4644.36	True
LW65	0.17	-0.37527	-0.37527	5842.00	5218.60	5218.60	True
LW65	0.33	-0.16220	-0.16220	5842.00	5487.00	5487.00	True
LW65	0.50	-0.04558	-0.04558	5842.00	5633.90	5633.90	True
LW65	0.67	0.02713	0.02713	5842.00	5725.50	5725.50	True
LW65	0.83	0.07699	0.07699	5842.00	5788.30	5788.30	True
LW65	1.00	0.10367	0.10367	5842.00	5821.91	5821.91	True
LW65	1.17	0.11962	0.11962	5842.00	5842.00	5842.00	True
LW65	1.33	0.12486	0.12486	5842.00	5848.60	5848.60	True
LW65	1.50	0.12311	0.12311	5842.00	5846.40	5846.40	True
LW65	1.67	0.11962	0.11962	5842.00	5842.00	5842.00	True
LW65	1.83	0.11962	0.11962	5842.00	5842.00	5842.00	True
LW65	2.00	0.11787	0.11787	5842.00	5839.80	5839.80	True
LW65	2.17	0.10603	0.10603	5842.00	5824.89	5824.89	True
LW65	3.00	0.04817	0.04817	5842.00	5752.00	5752.00	True
LW65	3.17	0.03594	0.03594	5842.00	5736.60	5736.60	True
LW65	3.33	0.06810	0.06810	5842.00	5777.10	5777.10	True
LW65	3.50	0.09485	0.09485	5842.00	5810.80	5810.80	True
LW65	3.67	0.11803	0.11803	5842.00	5840.00	5840.00	True
LW65	3.83	0.13359	0.13359	5842.00	5859.60	5859.60	True
LW65	4.00	0.14073	0.14073	5842.00	5868.60	5868.60	True
LW65	4.17	0.15534	0.15534	5842.00	5887.00	5887.00	True
LW65	4.33	0.15534	0.15534	5842.00	5887.00	5887.00	True
LW65	4.50	0.15709	0.15709	5842.00	5889.20	5889.20	True
LW65	4.67	0.16328	0.16328	5842.00	5897.00	5897.00	True
LW65	4.83	0.16931	0.16931	5842.00	5904.60	5904.60	True
LW65	5.00	0.17280	0.17280	5842.00	5909.00	5909.00	True
LW65	5.17	0.17280	0.17280	5842.00	5909.00	5909.00	True
LW65	5.33	0.17280	0.17280	5842.00	5909.00	5909.00	True
LW65	5.50	0.17463	0.17463	5842.00	5911.30	5911.30	True
LW65	5.67	0.17280	0.17280	5842.00	5909.00	5909.00	True
LW65	5.83	0.17463	0.17463	5842.00	5911.30	5911.30	True
LW65	6.00	0.18193	0.18193	5842.00	5920.50	5920.50	True
LW65	6.17	0.18924	0.18924	5842.00	5929.70	5929.70	True
LW65	6.33	0.18924	0.18924	5842.00	5929.70	5929.70	True
LW65	6.50	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	6.67	0.19265	0.19265	5842.00	5934.00	5934.00	True
LW65	6.83	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	7.00	0.20678	0.20678	5842.00	5951.80	5951.80	True
LW65	7.17	0.20853	0.20853	5842.00	5954.00	5954.00	True
LW65	7.33	0.20853	0.20853	5842.00	5954.00	5954.00	True
LW65	7.50	0.20853	0.20853	5842.00	5954.00	5954.00	True
LW65	7.67	0.20853	0.20853	5842.00	5954.00	5954.00	True
LW65	7.83	0.20853	0.20853	5842.00	5954.00	5954.00	True
LW65	8.00	0.20504	0.20504	5842.00	5949.60	5949.60	True
LW65	8.17	0.20853	0.20853	5842.00	5954.00	5954.00	True
LW65	8.33	0.19980	0.19980	5842.00	5943.00	5943.00	True
LW65	8.50	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	8.67	0.19424	0.19424	5842.00	5936.00	5936.00	True
LW65	8.83	0.19281	0.19281	5842.00	5934.20	5934.20	True
LW65	9.00	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	9.17	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	9.33	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	9.50	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	9.67	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	9.83	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	10.00	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	10.17	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	10.33	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	10.50	0.19281	0.19281	5842.00	5934.20	5934.20	True
LW65	10.67	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	10.83	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	11.00	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	11.17	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	11.33	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	11.50	0.19456	0.19456	5842.00	5936.40	5936.40	True
LW65	11.67	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	11.83	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	12.00	0.19106	0.19106	5842.00	5932.00	5932.00	True
LW65	12.17	0.19456	0.19456	5842.00	5936.40	5936.40	True
LW65	12.33	0.19456	0.19456	5842.00	5936.40	5936.40	True
LW65	12.50	0.20504	0.20504	5842.00	5949.60	5949.60	True
LW65	12.67	0.20218	0.20218	5842.00	5946.00	5946.00	True
LW65	12.83	0.20853	0.20853	5842.00	5954.00	5954.00	True
LW65	13.00	0.20853	0.20853	5842.00	5954.00	5954.00	True
LW65	13.17	0.21401	0.21401	5842.00	5960.90	5960.90	True
LW65	13.33	0.22131	0.22131	5842.00	5970.10	5970.10	True
LW65	13.50	0.22679	0.22679	5842.00	5977.00	5977.00	True
LW65	13.67	0.22679	0.22679	5842.00	5977.00	5977.00	True
LW65	13.83	0.22679	0.22679	5842.00	5977.00	5977.00	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