2026-04-22 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: Achromobacter xylosoxidans
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Achromobacter xylosoxidans | Run: 2026-04-22 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	2026-04-22 inc4	Run date	2026-04-22
Media	FB	Incubator	inc4
Well file	2026-04-22 B3.xlsx	Well ID	B3
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 27061
Strain source	ATCC 27061	Preprocessing	fb_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	2.05385	2.0-42.0 h
LW60	end_norm	0.16566	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.16566	2.0-42.0 h
LW60	max_norm	0.16566	2.0-42.0 h
LW60	min_norm	-0.03255	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	0.00534	2.0-42.0 h
LW61	auc_norm		2.0-42.0 h
LW61	end_norm		2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm		2.0-42.0 h
LW61	max_norm		2.0-42.0 h
LW61	min_norm		2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	1.00000	2.0-42.0 h
LW61	pct_saturated_rows	1.00000	2.0-42.0 h
LW61	slope_norm		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	0.31411	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	1.00000	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	3.01927	2.0-42.0 h
LW64	end_norm	0.05667	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.11732	2.0-42.0 h
LW64	max_norm	0.11732	2.0-42.0 h
LW64	min_norm	0.00470	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	0.00092	2.0-42.0 h
LW65	auc_norm	2.87888	2.0-42.0 h
LW65	end_norm	0.15291	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.15291	2.0-42.0 h
LW65	max_norm	0.15291	2.0-42.0 h
LW65	min_norm	0.00485	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	0.00377	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 FB-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 536 source points

Control overlay: mean of 5 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	4608.53818	51.16484	Ready
LW65	5	15095.50909	392.36844	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	0.00–44.50 h	3583.45–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	3583.45–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	3583.45–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	3583.45–49923.62 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	0.00–44.50 h	-1.00000–0.96695 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	-1.00000–0.96695 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	-1.00000–0.96695 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	-1.00000–0.96695 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	4666.90	3583.45	3583.45	True
LW60	0.17	-0.16627	-0.16627	4666.90	4438.10	4438.10	True
LW60	0.33	-0.07681	-0.07681	4666.90	4529.80	4529.80	True
LW60	0.50	-0.02140	-0.02140	4666.90	4586.60	4586.60	True
LW60	0.67	0.01723	0.01723	4666.90	4626.20	4626.20	True
LW60	0.83	0.03655	0.03655	4666.90	4646.00	4646.00	True
LW60	1.00	0.04444	0.04444	4666.90	4654.09	4654.09	True
LW60	1.17	0.05801	0.05801	4666.90	4668.00	4668.00	True
LW60	1.33	0.05801	0.05801	4666.90	4668.00	4668.00	True
LW60	1.50	0.05801	0.05801	4666.90	4668.00	4668.00	True
LW60	1.67	0.05801	0.05801	4666.90	4668.00	4668.00	True
LW60	1.83	0.05586	0.05586	4666.90	4665.80	4665.80	True
LW60	2.00	0.03850	0.03850	4666.90	4648.00	4648.00	True
LW60	2.17	0.03655	0.03655	4666.90	4646.00	4646.00	True
LW60	2.33	0.03225	0.03225	4666.90	4641.60	4641.60	True
LW60	2.50	0.01733	0.01733	4666.90	4626.30	4626.30	True
LW60	2.67	0.00864	0.00864	4666.90	4617.40	4617.40	True
LW60	2.83	-0.00628	-0.00628	4666.90	4602.10	4602.10	True
LW60	3.00	-0.00638	-0.00638	4666.90	4602.00	4602.00	True
LW60	3.17	-0.02140	-0.02140	4666.90	4586.60	4586.60	True
LW60	3.33	-0.02764	-0.02764	4666.90	4580.20	4580.20	True
LW60	3.50	-0.03857	-0.03857	4666.90	4569.00	4569.00	True
LW60	3.67	-0.04930	-0.04930	4666.90	4558.00	4558.00	True
LW60	3.83	-0.04930	-0.04930	4666.90	4558.00	4558.00	True
LW60	4.00	-0.06862	-0.06862	4666.90	4538.20	4538.20	True
LW60	4.17	-0.07076	-0.07076	4666.90	4536.00	4536.00	True
LW60	4.33	-0.07281	-0.07281	4666.90	4533.90	4533.90	True
LW60	4.50	-0.09125	-0.09125	4666.90	4515.00	4515.00	True
LW60	4.67	-0.09125	-0.09125	4666.90	4515.00	4515.00	True
LW60	4.83	-0.09125	-0.09125	4666.90	4515.00	4515.00	True
LW60	5.00	-0.09125	-0.09125	4666.90	4515.00	4515.00	True
LW60	5.17	-0.09125	-0.09125	4666.90	4515.00	4515.00	True
LW60	5.33	-0.07076	-0.07076	4666.90	4536.00	4536.00	True
LW60	5.50	-0.07076	-0.07076	4666.90	4536.00	4536.00	True
LW60	5.67	-0.06218	-0.06218	4666.90	4544.80	4544.80	True
LW60	5.83	-0.04930	-0.04930	4666.90	4558.00	4558.00	True
LW60	6.00	-0.03203	-0.03203	4666.90	4575.70	4575.70	True
LW60	6.17	-0.02569	-0.02569	4666.90	4582.20	4582.20	True
LW60	6.33	-0.00638	-0.00638	4666.90	4602.00	4602.00	True
LW60	6.50	0.00221	0.00221	4666.90	4610.80	4610.80	True
LW60	6.67	0.01508	0.01508	4666.90	4624.00	4624.00	True
LW60	6.83	0.02874	0.02874	4666.90	4638.00	4638.00	True
LW60	7.00	0.03655	0.03655	4666.90	4646.00	4646.00	True
LW60	7.17	0.05371	0.05371	4666.90	4663.60	4663.60	True
LW60	7.33	0.05810	0.05810	4666.90	4668.10	4668.10	True
LW60	7.50	0.07088	0.07088	4666.90	4681.20	4681.20	True
LW60	7.67	0.07947	0.07947	4666.90	4690.00	4690.00	True
LW60	7.83	0.07947	0.07947	4666.90	4690.00	4690.00	True
LW60	8.00	0.07947	0.07947	4666.90	4690.00	4690.00	True
LW60	8.17	0.09235	0.09235	4666.90	4703.20	4703.20	True
LW60	8.33	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	8.50	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	8.67	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	8.83	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	9.00	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	9.17	0.10103	0.10103	4666.90	4712.10	4712.10	True
LW60	9.33	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	9.50	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	9.67	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	9.83	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	10.00	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	10.17	0.10093	0.10093	4666.90	4712.00	4712.00	True
LW60	10.33	0.09235	0.09235	4666.90	4703.20	4703.20	True
LW60	10.50	0.08161	0.08161	4666.90	4692.20	4692.20	True
LW60	10.67	0.07947	0.07947	4666.90	4690.00	4690.00	True
LW60	10.83	0.07947	0.07947	4666.90	4690.00	4690.00	True
LW60	11.00	0.07947	0.07947	4666.90	4690.00	4690.00	True
LW60	11.17	0.07947	0.07947	4666.90	4690.00	4690.00	True
LW60	11.33	0.06874	0.06874	4666.90	4679.00	4679.00	True
LW60	11.50	0.05801	0.05801	4666.90	4668.00	4668.00	True
LW60	11.67	0.05801	0.05801	4666.90	4668.00	4668.00	True
LW60	11.83	0.05801	0.05801	4666.90	4668.00	4668.00	True
LW60	12.00	0.04513	0.04513	4666.90	4654.80	4654.80	True
LW60	12.17	0.03655	0.03655	4666.90	4646.00	4646.00	True
LW60	12.33	0.03655	0.03655	4666.90	4646.00	4646.00	True
LW60	12.50	0.03655	0.03655	4666.90	4646.00	4646.00	True
LW60	12.67	0.03440	0.03440	4666.90	4643.80	4643.80	True
LW60	12.83	0.01508	0.01508	4666.90	4624.00	4624.00	True
LW60	13.00	0.01518	0.01518	4666.90	4624.10	4624.10	True
LW60	13.17	0.01508	0.01508	4666.90	4624.00	4624.00	True
LW65	0.00	-1.00000	-1.00000	15980.65	10979.91	10979.91	True
LW65	0.17	-0.25569	-0.25569	15980.65	14043.20	14043.20	True
LW65	0.33	-0.13515	-0.13515	15980.65	14539.30	14539.30	True
LW65	0.50	-0.04884	-0.04884	15980.65	14894.50	14894.50	True
LW65	0.67	0.01222	0.01222	15980.65	15145.80	15145.80	True
LW65	0.83	0.06582	0.06582	15980.65	15366.40	15366.40	True
LW65	1.00	0.10595	0.10595	15980.65	15531.55	15531.55	True
LW65	1.17	0.13842	0.13842	15980.65	15665.20	15665.20	True
LW65	1.33	0.16841	0.16841	15980.65	15788.60	15788.60	True
LW65	1.50	0.18925	0.18925	15980.65	15874.40	15874.40	True
LW65	1.67	0.20753	0.20753	15980.65	15949.60	15949.60	True
LW65	1.83	0.22261	0.22261	15980.65	16011.70	16011.70	True
LW65	2.00	0.23389	0.23389	15980.65	16058.09	16058.09	True
LW65	2.17	0.24230	0.24230	15980.65	16092.70	16092.70	True
LW65	2.33	0.24754	0.24754	15980.65	16114.30	16114.30	True
LW65	2.50	0.25090	0.25090	15980.65	16128.10	16128.10	True
LW65	2.67	0.25082	0.25082	15980.65	16127.80	16127.80	True
LW65	2.83	0.25286	0.25286	15980.65	16136.20	16136.20	True
LW65	3.00	0.25416	0.25416	15980.65	16141.55	16141.55	True
LW65	3.17	0.25410	0.25410	15980.65	16141.30	16141.30	True
LW65	3.33	0.25034	0.25034	15980.65	16125.80	16125.80	True
LW65	3.50	0.24820	0.24820	15980.65	16117.00	16117.00	True
LW65	3.67	0.24689	0.24689	15980.65	16111.60	16111.60	True
LW65	3.83	0.24820	0.24820	15980.65	16117.00	16117.00	True
LW65	4.00	0.24820	0.24820	15980.65	16117.00	16117.00	True
LW65	4.17	0.24295	0.24295	15980.65	16095.40	16095.40	True
LW65	4.33	0.24164	0.24164	15980.65	16090.00	16090.00	True
LW65	4.50	0.24295	0.24295	15980.65	16095.40	16095.40	True
LW65	4.67	0.24164	0.24164	15980.65	16090.00	16090.00	True
LW65	4.83	0.23992	0.23992	15980.65	16082.91	16082.91	True
LW65	5.00	0.23573	0.23573	15980.65	16065.70	16065.70	True
LW65	5.17	0.23573	0.23573	15980.65	16065.70	16065.70	True
LW65	5.33	0.23639	0.23639	15980.65	16068.40	16068.40	True
LW65	5.50	0.24361	0.24361	15980.65	16098.10	16098.10	True
LW65	5.67	0.24689	0.24689	15980.65	16111.60	16111.60	True
LW65	5.83	0.25476	0.25476	15980.65	16144.00	16144.00	True
LW65	6.00	0.26205	0.26205	15980.65	16174.00	16174.00	True
LW65	6.17	0.27116	0.27116	15980.65	16211.50	16211.50	True
LW65	6.33	0.27969	0.27969	15980.65	16246.60	16246.60	True
LW65	6.50	0.28756	0.28756	15980.65	16279.00	16279.00	True
LW65	6.67	0.29609	0.29609	15980.65	16314.10	16314.10	True
LW65	6.83	0.30545	0.30545	15980.65	16352.64	16352.64	True
LW65	7.00	0.31840	0.31840	15980.65	16405.90	16405.90	True
LW65	7.17	0.32561	0.32561	15980.65	16435.60	16435.60	True
LW65	7.33	0.33424	0.33424	15980.65	16471.10	16471.10	True
LW65	7.50	0.33939	0.33939	15980.65	16492.30	16492.30	True
LW65	7.67	0.34464	0.34464	15980.65	16513.90	16513.90	True
LW65	7.83	0.35217	0.35217	15980.65	16544.91	16544.91	True
LW65	8.00	0.35931	0.35931	15980.65	16574.30	16574.30	True
LW65	8.17	0.36194	0.36194	15980.65	16585.10	16585.10	True
LW65	8.33	0.36587	0.36587	15980.65	16601.30	16601.30	True
LW65	8.50	0.36653	0.36653	15980.65	16604.00	16604.00	True
LW65	8.67	0.37243	0.37243	15980.65	16628.30	16628.30	True
LW65	8.83	0.37727	0.37727	15980.65	16648.18	16648.18	True
LW65	9.00	0.37899	0.37899	15980.65	16655.30	16655.30	True
LW65	9.17	0.37909	0.37909	15980.65	16655.70	16655.70	True
LW65	9.33	0.37965	0.37965	15980.65	16658.00	16658.00	True
LW65	9.50	0.38237	0.38237	15980.65	16669.20	16669.20	True
LW65	9.67	0.38169	0.38169	15980.65	16666.40	16666.40	True
LW65	9.83	0.38645	0.38645	15980.65	16686.00	16686.00	True
LW65	10.00	0.38101	0.38101	15980.65	16663.60	16663.60	True
LW65	10.17	0.38169	0.38169	15980.65	16666.40	16666.40	True
LW65	10.33	0.38101	0.38101	15980.65	16663.60	16663.60	True
LW65	10.50	0.38237	0.38237	15980.65	16669.20	16669.20	True
LW65	10.67	0.38101	0.38101	15980.65	16663.60	16663.60	True
LW65	10.83	0.38027	0.38027	15980.65	16660.55	16660.55	True
LW65	11.00	0.38101	0.38101	15980.65	16663.60	16663.60	True
LW65	11.17	0.37965	0.37965	15980.65	16658.00	16658.00	True
LW65	11.33	0.37768	0.37768	15980.65	16649.90	16649.90	True
LW65	11.50	0.37571	0.37571	15980.65	16641.80	16641.80	True
LW65	11.67	0.37243	0.37243	15980.65	16628.30	16628.30	True
LW65	11.83	0.37309	0.37309	15980.65	16631.00	16631.00	True
LW65	12.00	0.37309	0.37309	15980.65	16631.00	16631.00	True
LW65	12.17	0.37047	0.37047	15980.65	16620.20	16620.20	True
LW65	12.33	0.36653	0.36653	15980.65	16604.00	16604.00	True
LW65	12.50	0.36587	0.36587	15980.65	16601.30	16601.30	True
LW65	12.67	0.36522	0.36522	15980.65	16598.60	16598.60	True
LW65	12.83	0.36474	0.36474	15980.65	16596.64	16596.64	True
LW65	13.00	0.36007	0.36007	15980.65	16577.40	16577.40	True
LW65	13.17	0.35997	0.35997	15980.65	16577.00	16577.00	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