2026-04-15 B2.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 epidermidis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus epidermidis | Run: 2026-04-15 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	2026-04-15 inc5	Run date	2026-04-15
Media	FB	Incubator	inc5
Well file	2026-04-15 B2.xlsx	Well ID	B2
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	NBF
Strain source	NBF	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	11.97841	2.0-42.0 h
LW60	end_norm	0.43435	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.43435	2.0-42.0 h
LW60	max_norm	0.43435	2.0-42.0 h
LW60	min_norm	-0.01094	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	0.01066	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	-8.54485	2.0-42.0 h
LW62	end_norm	-0.29521	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.29521	2.0-42.0 h
LW62	max_norm	0.02668	2.0-42.0 h
LW62	min_norm	-0.29521	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	-0.00627	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	0.08382	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.05353	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	3.02413	2.0-42.0 h
LW65	end_norm	0.09977	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.09977	2.0-42.0 h
LW65	max_norm	0.09977	2.0-42.0 h
LW65	min_norm	0.00000	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	0.00182	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 564 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	42380.59455	982.19893	Ready
LW65	5	6677.19455	163.30049	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	0.00–46.83 h	5452.55–58533.10 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	5452.55–58533.10 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	5452.55–58533.10 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	5452.55–58533.10 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	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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	-0.78864	-0.78864	40658.00	29642.09	29642.09	True
LW60	0.17	-0.22493	-0.22493	40658.00	38747.40	38747.40	True
LW60	0.33	-0.08148	-0.08148	40658.00	41064.50	41064.50	True
LW60	0.50	0.06546	0.06546	40658.00	43437.90	43437.90	True
LW60	0.67	0.04492	0.04492	40658.00	43106.20	43106.20	True
LW60	0.83	0.01230	0.01230	40658.00	42579.27	42579.27	True
LW60	1.00	-0.04120	-0.04120	40658.00	41715.10	41715.10	True
LW60	1.17	-0.07836	-0.07836	40658.00	41114.90	41114.90	True
LW60	1.33	-0.09509	-0.09509	40658.00	40844.60	40844.60	True
LW60	1.50	-0.10318	-0.10318	40658.00	40713.90	40713.90	True
LW60	1.67	-0.10665	-0.10665	40658.00	40658.00	40658.00	True
LW60	1.83	-0.10761	-0.10761	40658.00	40642.45	40642.45	True
LW60	2.00	-0.10665	-0.10665	40658.00	40658.00	40658.00	True
LW60	2.17	-0.10590	-0.10590	40658.00	40670.00	40670.00	True
LW60	2.33	-0.11177	-0.11177	40658.00	40575.20	40575.20	True
LW60	2.50	-0.11862	-0.11862	40658.00	40464.60	40464.60	True
LW60	2.67	-0.12205	-0.12205	40658.00	40409.20	40409.20	True
LW60	2.83	-0.12824	-0.12824	40658.00	40309.18	40309.18	True
LW60	3.00	-0.13178	-0.13178	40658.00	40252.00	40252.00	True
LW60	3.17	-0.13420	-0.13420	40658.00	40213.00	40213.00	True
LW60	3.33	-0.13395	-0.13395	40658.00	40216.90	40216.90	True
LW60	3.50	-0.13299	-0.13299	40658.00	40232.50	40232.50	True
LW60	3.67	-0.12984	-0.12984	40658.00	40283.30	40283.30	True
LW60	3.83	-0.12535	-0.12535	40658.00	40355.82	40355.82	True
LW60	4.00	-0.11593	-0.11593	40658.00	40508.00	40508.00	True
LW60	4.17	-0.10245	-0.10245	40658.00	40725.70	40725.70	True
LW60	4.33	-0.08871	-0.08871	40658.00	40947.70	40947.70	True
LW60	4.50	-0.07910	-0.07910	40658.00	41103.00	41103.00	True
LW60	4.67	-0.07219	-0.07219	40658.00	41214.60	41214.60	True
LW60	4.83	-0.06666	-0.06666	40658.00	41303.82	41303.82	True
LW60	5.00	-0.05860	-0.05860	40658.00	41434.00	41434.00	True
LW60	5.17	-0.04719	-0.04719	40658.00	41618.40	41618.40	True
LW60	5.33	-0.03625	-0.03625	40658.00	41795.10	41795.10	True
LW60	5.50	-0.02377	-0.02377	40658.00	41996.60	41996.60	True
LW60	5.67	-0.01052	-0.01052	40658.00	42210.60	42210.60	True
LW60	5.83	0.00268	0.00268	40658.00	42423.91	42423.91	True
LW60	6.00	0.01585	0.01585	40658.00	42636.60	42636.60	True
LW60	6.17	0.02896	0.02896	40658.00	42848.40	42848.40	True
LW60	6.33	0.04314	0.04314	40658.00	43077.40	43077.40	True
LW60	6.50	0.05786	0.05786	40658.00	43315.20	43315.20	True
LW60	6.67	0.07443	0.07443	40658.00	43582.90	43582.90	True
LW60	6.83	0.09333	0.09333	40658.00	43888.18	43888.18	True
LW60	7.00	0.11520	0.11520	40658.00	44241.40	44241.40	True
LW60	7.17	0.13560	0.13560	40658.00	44570.90	44570.90	True
LW60	7.33	0.15583	0.15583	40658.00	44897.60	44897.60	True
LW60	7.50	0.17537	0.17537	40658.00	45213.30	45213.30	True
LW60	7.67	0.19474	0.19474	40658.00	45526.20	45526.20	True
LW60	7.83	0.21381	0.21381	40658.00	45834.09	45834.09	True
LW60	8.00	0.23478	0.23478	40658.00	46172.80	46172.80	True
LW60	8.17	0.25253	0.25253	40658.00	46459.60	46459.60	True
LW60	8.33	0.27089	0.27089	40658.00	46756.10	46756.10	True
LW60	8.50	0.28907	0.28907	40658.00	47049.80	47049.80	True
LW60	8.67	0.30516	0.30516	40658.00	47309.70	47309.70	True
LW60	8.83	0.32135	0.32135	40658.00	47571.27	47571.27	True
LW60	9.00	0.33563	0.33563	40658.00	47801.80	47801.80	True
LW60	9.17	0.34861	0.34861	40658.00	48011.60	48011.60	True
LW60	9.33	0.36220	0.36220	40658.00	48231.00	48231.00	True
LW60	9.50	0.37419	0.37419	40658.00	48424.70	48424.70	True
LW60	9.67	0.38457	0.38457	40658.00	48592.40	48592.40	True
LW60	9.83	0.39649	0.39649	40658.00	48784.91	48784.91	True
LW60	10.00	0.40731	0.40731	40658.00	48959.70	48959.70	True
LW60	10.17	0.41721	0.41721	40658.00	49119.60	49119.60	True
LW60	10.33	0.42632	0.42632	40658.00	49266.70	49266.70	True
LW60	10.50	0.43570	0.43570	40658.00	49418.30	49418.30	True
LW60	10.67	0.44345	0.44345	40658.00	49543.40	49543.40	True
LW60	10.83	0.45314	0.45314	40658.00	49700.00	49700.00	True
LW60	11.00	0.46039	0.46039	40658.00	49817.00	49817.00	True
LW60	11.17	0.46930	0.46930	40658.00	49961.00	49961.00	True
LW60	11.33	0.47710	0.47710	40658.00	50087.00	50087.00	True
LW60	11.50	0.48435	0.48435	40658.00	50204.00	50204.00	True
LW60	11.67	0.48964	0.48964	40658.00	50289.50	50289.50	True
LW60	11.83	0.49623	0.49623	40658.00	50395.91	50395.91	True
LW60	12.00	0.50338	0.50338	40658.00	50511.40	50511.40	True
LW60	12.17	0.51066	0.51066	40658.00	50629.00	50629.00	True
LW60	12.33	0.51377	0.51377	40658.00	50679.20	50679.20	True
LW60	12.50	0.51968	0.51968	40658.00	50774.70	50774.70	True
LW60	12.67	0.52446	0.52446	40658.00	50851.90	50851.90	True
LW60	12.83	0.52971	0.52971	40658.00	50936.82	50936.82	True
LW60	13.00	0.53687	0.53687	40658.00	51052.40	51052.40	True
LW60	13.17	0.54112	0.54112	40658.00	51121.00	51121.00	True
LW65	0.00	-1.00000	-1.00000	6655.00	5452.55	5452.55	True
LW65	0.17	-0.52953	-0.52953	6655.00	6028.70	6028.70	True
LW65	0.33	-0.22594	-0.22594	6655.00	6400.50	6400.50	True
LW65	0.50	-0.01445	-0.01445	6655.00	6659.50	6659.50	True
LW65	0.67	0.08215	0.08215	6655.00	6777.80	6777.80	True
LW65	0.83	0.09642	0.09642	6655.00	6795.27	6795.27	True
LW65	1.00	0.06182	0.06182	6655.00	6752.90	6752.90	True
LW65	1.17	0.01699	0.01699	6655.00	6698.00	6698.00	True
LW65	1.33	-0.00122	-0.00122	6655.00	6675.70	6675.70	True
LW65	1.50	-0.01812	-0.01812	6655.00	6655.00	6655.00	True
LW65	1.67	-0.01812	-0.01812	6655.00	6655.00	6655.00	True
LW65	1.83	-0.01812	-0.01812	6655.00	6655.00	6655.00	True
LW65	2.00	-0.01437	-0.01437	6655.00	6659.60	6659.60	True
LW65	2.17	-0.00122	-0.00122	6655.00	6675.70	6675.70	True
LW65	2.33	0.00066	0.00066	6655.00	6678.00	6678.00	True
LW65	2.50	-0.00685	-0.00685	6655.00	6668.80	6668.80	True
LW65	2.67	-0.01812	-0.01812	6655.00	6655.00	6655.00	True
LW65	2.83	-0.01812	-0.01812	6655.00	6655.00	6655.00	True
LW65	3.00	-0.01812	-0.01812	6655.00	6655.00	6655.00	True
LW65	3.17	-0.01812	-0.01812	6655.00	6655.00	6655.00	True
LW65	3.33	-0.01812	-0.01812	6655.00	6655.00	6655.00	True
LW65	3.50	-0.01625	-0.01625	6655.00	6657.30	6657.30	True
LW65	3.67	-0.00122	-0.00122	6655.00	6675.70	6675.70	True
LW65	3.83	0.00556	0.00556	6655.00	6684.00	6684.00	True
LW65	4.00	0.02426	0.02426	6655.00	6706.90	6706.90	True
LW65	4.17	0.05055	0.05055	6655.00	6739.10	6739.10	True
LW65	4.33	0.07660	0.07660	6655.00	6771.00	6771.00	True
LW65	4.50	0.09856	0.09856	6655.00	6797.90	6797.90	True
LW65	4.67	0.11547	0.11547	6655.00	6818.60	6818.60	True
LW65	4.83	0.13220	0.13220	6655.00	6839.09	6839.09	True
LW65	5.00	0.15303	0.15303	6655.00	6864.60	6864.60	True
LW65	5.17	0.17181	0.17181	6655.00	6887.60	6887.60	True
LW65	5.33	0.18863	0.18863	6655.00	6908.20	6908.20	True
LW65	5.50	0.20676	0.20676	6655.00	6930.40	6930.40	True
LW65	5.67	0.22546	0.22546	6655.00	6953.30	6953.30	True
LW65	5.83	0.24236	0.24236	6655.00	6974.00	6974.00	True
LW65	6.00	0.25738	0.25738	6655.00	6992.40	6992.40	True
LW65	6.17	0.26114	0.26114	6655.00	6997.00	6997.00	True
LW65	6.33	0.26490	0.26490	6655.00	7001.60	7001.60	True
LW65	6.50	0.27992	0.27992	6655.00	7020.00	7020.00	True
LW65	6.67	0.28180	0.28180	6655.00	7022.30	7022.30	True
LW65	6.83	0.28504	0.28504	6655.00	7026.27	7026.27	True
LW65	7.00	0.29870	0.29870	6655.00	7043.00	7043.00	True
LW65	7.17	0.30246	0.30246	6655.00	7047.60	7047.60	True
LW65	7.33	0.31373	0.31373	6655.00	7061.40	7061.40	True
LW65	7.50	0.31748	0.31748	6655.00	7066.00	7066.00	True
LW65	7.67	0.33063	0.33063	6655.00	7082.10	7082.10	True
LW65	7.83	0.32602	0.32602	6655.00	7076.45	7076.45	True
LW65	8.00	0.33626	0.33626	6655.00	7089.00	7089.00	True
LW65	8.17	0.33626	0.33626	6655.00	7089.00	7089.00	True
LW65	8.33	0.33626	0.33626	6655.00	7089.00	7089.00	True
LW65	8.50	0.34378	0.34378	6655.00	7098.20	7098.20	True
LW65	8.67	0.35129	0.35129	6655.00	7107.40	7107.40	True
LW65	8.83	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	9.00	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	9.17	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	9.33	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	9.50	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	9.67	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	9.83	0.35675	0.35675	6655.00	7114.09	7114.09	True
LW65	10.00	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	10.17	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	10.33	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	10.50	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	10.67	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	10.83	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	11.00	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	11.17	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	11.33	0.35317	0.35317	6655.00	7109.70	7109.70	True
LW65	11.50	0.35504	0.35504	6655.00	7112.00	7112.00	True
LW65	11.67	0.35317	0.35317	6655.00	7109.70	7109.70	True
LW65	11.83	0.34480	0.34480	6655.00	7099.45	7099.45	True
LW65	12.00	0.34002	0.34002	6655.00	7093.60	7093.60	True
LW65	12.17	0.34378	0.34378	6655.00	7098.20	7098.20	True
LW65	12.33	0.34565	0.34565	6655.00	7100.50	7100.50	True
LW65	12.50	0.34190	0.34190	6655.00	7095.90	7095.90	True
LW65	12.67	0.34002	0.34002	6655.00	7093.60	7093.60	True
LW65	12.83	0.34309	0.34309	6655.00	7097.36	7097.36	True
LW65	13.00	0.34565	0.34565	6655.00	7100.50	7100.50	True
LW65	13.17	0.34002	0.34002	6655.00	7093.60	7093.60	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