2026-04-13 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 haemolyticus
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus haemolyticus | Run: 2026-04-13 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	2026-04-13 inc4	Run date	2026-04-13
Media	FB	Incubator	inc4
Well file	2026-04-13 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	ATCC 29970
Strain source	ATCC 29970	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	3.64091	2.0-42.0 h
LW60	end_norm	0.17052	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.17052	2.0-42.0 h
LW60	max_norm	0.17052	2.0-42.0 h
LW60	min_norm	0.00361	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	0.00468	2.0-42.0 h
LW61	auc_norm	10.37342	2.0-42.0 h
LW61	end_norm	0.52895	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.52895	2.0-42.0 h
LW61	max_norm	0.52895	2.0-42.0 h
LW61	min_norm	0.01428	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	0.01299	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	1.00000	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	0.41245	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.34357	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-9.37575	2.0-42.0 h
LW64	end_norm	-0.43889	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.43889	2.0-42.0 h
LW64	max_norm	-0.00715	2.0-42.0 h
LW64	min_norm	-0.43889	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	-0.01214	2.0-42.0 h
LW65	auc_norm	4.67855	2.0-42.0 h
LW65	end_norm	0.19781	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.19781	2.0-42.0 h
LW65	max_norm	0.19781	2.0-42.0 h
LW65	min_norm	0.00691	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	0.00492	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 814 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	5840.69273	111.01301	Ready
LW65	5	8454.90727	243.09942	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	0.00–67.67 h	5313.91–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	5313.91–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	5313.91–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	5313.91–49923.62 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	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	-0.89653–1.00000 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	-0.29932	-0.29932	6134.88	5313.91	5313.91	True
LW60	0.17	-0.16177	-0.16177	6134.88	5556.00	5556.00	True
LW60	0.33	-0.08318	-0.08318	6134.88	5694.30	5694.30	True
LW60	0.50	-0.03619	-0.03619	6134.88	5777.00	5777.00	True
LW60	0.67	0.00074	0.00074	6134.88	5842.00	5842.00	True
LW60	0.83	0.04129	0.04129	6134.88	5913.36	5913.36	True
LW60	1.00	0.07734	0.07734	6134.88	5976.80	5976.80	True
LW60	1.17	0.11052	0.11052	6134.88	6035.20	6035.20	True
LW60	1.33	0.13359	0.13359	6134.88	6075.80	6075.80	True
LW60	1.50	0.14763	0.14763	6134.88	6100.50	6100.50	True
LW60	1.67	0.16291	0.16291	6134.88	6127.40	6127.40	True
LW60	1.83	0.17141	0.17141	6134.88	6142.36	6142.36	True
LW60	2.00	0.17973	0.17973	6134.88	6157.00	6157.00	True
LW60	2.17	0.18973	0.18973	6134.88	6174.60	6174.60	True
LW60	2.33	0.19223	0.19223	6134.88	6179.00	6179.00	True
LW60	2.50	0.19223	0.19223	6134.88	6179.00	6179.00	True
LW60	2.67	0.19876	0.19876	6134.88	6190.50	6190.50	True
LW60	2.83	0.20530	0.20530	6134.88	6202.00	6202.00	True
LW60	3.00	0.20530	0.20530	6134.88	6202.00	6202.00	True
LW60	3.17	0.20530	0.20530	6134.88	6202.00	6202.00	True
LW60	3.33	0.21280	0.21280	6134.88	6215.20	6215.20	True
LW60	3.50	0.20905	0.20905	6134.88	6208.60	6208.60	True
LW60	3.67	0.21405	0.21405	6134.88	6217.40	6217.40	True
LW60	3.83	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	4.00	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	4.17	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	4.33	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	4.50	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	4.67	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	4.83	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	5.00	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	5.17	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	5.33	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	5.50	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	5.67	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	5.83	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	6.00	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	6.17	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	6.33	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	6.50	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	6.67	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	6.83	0.21780	0.21780	6134.88	6224.00	6224.00	True
LW60	7.00	0.22041	0.22041	6134.88	6228.60	6228.60	True
LW60	7.17	0.23087	0.23087	6134.88	6247.00	6247.00	True
LW60	7.33	0.23087	0.23087	6134.88	6247.00	6247.00	True
LW60	7.50	0.23087	0.23087	6134.88	6247.00	6247.00	True
LW60	7.67	0.23087	0.23087	6134.88	6247.00	6247.00	True
LW60	7.83	0.23314	0.23314	6134.88	6251.00	6251.00	True
LW60	8.00	0.24087	0.24087	6134.88	6264.60	6264.60	True
LW60	8.17	0.24337	0.24337	6134.88	6269.00	6269.00	True
LW60	8.33	0.24337	0.24337	6134.88	6269.00	6269.00	True
LW60	8.50	0.24337	0.24337	6134.88	6269.00	6269.00	True
LW60	8.67	0.24337	0.24337	6134.88	6269.00	6269.00	True
LW60	8.83	0.24931	0.24931	6134.88	6279.45	6279.45	True
LW60	9.00	0.25644	0.25644	6134.88	6292.00	6292.00	True
LW60	9.17	0.25644	0.25644	6134.88	6292.00	6292.00	True
LW60	9.33	0.25644	0.25644	6134.88	6292.00	6292.00	True
LW60	9.50	0.25774	0.25774	6134.88	6294.30	6294.30	True
LW60	9.67	0.26559	0.26559	6134.88	6308.10	6308.10	True
LW60	9.83	0.26951	0.26951	6134.88	6315.00	6315.00	True
LW60	10.00	0.26951	0.26951	6134.88	6315.00	6315.00	True
LW60	10.17	0.27201	0.27201	6134.88	6319.40	6319.40	True
LW60	10.33	0.27951	0.27951	6134.88	6332.60	6332.60	True
LW60	10.50	0.28201	0.28201	6134.88	6337.00	6337.00	True
LW60	10.67	0.28201	0.28201	6134.88	6337.00	6337.00	True
LW60	10.83	0.28201	0.28201	6134.88	6337.00	6337.00	True
LW60	11.00	0.28593	0.28593	6134.88	6343.90	6343.90	True
LW60	11.17	0.29508	0.29508	6134.88	6360.00	6360.00	True
LW60	11.33	0.29508	0.29508	6134.88	6360.00	6360.00	True
LW60	11.50	0.29508	0.29508	6134.88	6360.00	6360.00	True
LW60	11.67	0.29758	0.29758	6134.88	6364.40	6364.40	True
LW60	11.83	0.30644	0.30644	6134.88	6380.00	6380.00	True
LW60	12.00	0.30758	0.30758	6134.88	6382.00	6382.00	True
LW60	12.17	0.30758	0.30758	6134.88	6382.00	6382.00	True
LW60	12.33	0.30888	0.30888	6134.88	6384.30	6384.30	True
LW60	12.50	0.30758	0.30758	6134.88	6382.00	6382.00	True
LW60	12.67	0.30888	0.30888	6134.88	6384.30	6384.30	True
LW60	12.83	0.31827	0.31827	6134.88	6400.82	6400.82	True
LW60	13.00	0.32065	0.32065	6134.88	6405.00	6405.00	True
LW60	13.17	0.32065	0.32065	6134.88	6405.00	6405.00	True
LW65	0.00	-0.36314	-0.36314	9049.86	7431.18	7431.18	True
LW65	0.17	-0.21830	-0.21830	9049.86	7839.50	7839.50	True
LW65	0.33	-0.11898	-0.11898	9049.86	8119.50	8119.50	True
LW65	0.50	-0.04679	-0.04679	9049.86	8323.00	8323.00	True
LW65	0.67	0.00904	0.00904	9049.86	8480.40	8480.40	True
LW65	0.83	0.05560	0.05560	9049.86	8611.64	8611.64	True
LW65	1.00	0.10113	0.10113	9049.86	8740.00	8740.00	True
LW65	1.17	0.13639	0.13639	9049.86	8839.40	8839.40	True
LW65	1.33	0.16335	0.16335	9049.86	8915.40	8915.40	True
LW65	1.50	0.18598	0.18598	9049.86	8979.20	8979.20	True
LW65	1.67	0.20294	0.20294	9049.86	9027.00	9027.00	True
LW65	1.83	0.21916	0.21916	9049.86	9072.73	9072.73	True
LW65	2.00	0.23323	0.23323	9049.86	9112.40	9112.40	True
LW65	2.17	0.24430	0.24430	9049.86	9143.60	9143.60	True
LW65	2.33	0.25196	0.25196	9049.86	9165.20	9165.20	True
LW65	2.50	0.26047	0.26047	9049.86	9189.20	9189.20	True
LW65	2.67	0.26874	0.26874	9049.86	9212.50	9212.50	True
LW65	2.83	0.27420	0.27420	9049.86	9227.91	9227.91	True
LW65	3.00	0.27970	0.27970	9049.86	9243.40	9243.40	True
LW65	3.17	0.28481	0.28481	9049.86	9257.80	9257.80	True
LW65	3.33	0.28906	0.28906	9049.86	9269.80	9269.80	True
LW65	3.50	0.29417	0.29417	9049.86	9284.20	9284.20	True
LW65	3.67	0.29672	0.29672	9049.86	9291.40	9291.40	True
LW65	3.83	0.30129	0.30129	9049.86	9304.27	9304.27	True
LW65	4.00	0.30439	0.30439	9049.86	9313.00	9313.00	True
LW65	4.17	0.30439	0.30439	9049.86	9313.00	9313.00	True
LW65	4.33	0.30524	0.30524	9049.86	9315.40	9315.40	True
LW65	4.50	0.31205	0.31205	9049.86	9334.60	9334.60	True
LW65	4.67	0.31290	0.31290	9049.86	9337.00	9337.00	True
LW65	4.83	0.31522	0.31522	9049.86	9343.55	9343.55	True
LW65	5.00	0.31460	0.31460	9049.86	9341.80	9341.80	True
LW65	5.17	0.31886	0.31886	9049.86	9353.80	9353.80	True
LW65	5.33	0.32141	0.32141	9049.86	9361.00	9361.00	True
LW65	5.50	0.32141	0.32141	9049.86	9361.00	9361.00	True
LW65	5.67	0.32141	0.32141	9049.86	9361.00	9361.00	True
LW65	5.83	0.32993	0.32993	9049.86	9385.00	9385.00	True
LW65	6.00	0.32993	0.32993	9049.86	9385.00	9385.00	True
LW65	6.17	0.32993	0.32993	9049.86	9385.00	9385.00	True
LW65	6.33	0.32993	0.32993	9049.86	9385.00	9385.00	True
LW65	6.50	0.33503	0.33503	9049.86	9399.40	9399.40	True
LW65	6.67	0.33759	0.33759	9049.86	9406.60	9406.60	True
LW65	6.83	0.33844	0.33844	9049.86	9409.00	9409.00	True
LW65	7.00	0.33929	0.33929	9049.86	9411.40	9411.40	True
LW65	7.17	0.34610	0.34610	9049.86	9430.60	9430.60	True
LW65	7.33	0.34695	0.34695	9049.86	9433.00	9433.00	True
LW65	7.50	0.34695	0.34695	9049.86	9433.00	9433.00	True
LW65	7.67	0.35036	0.35036	9049.86	9442.60	9442.60	True
LW65	7.83	0.35469	0.35469	9049.86	9454.82	9454.82	True
LW65	8.00	0.35547	0.35547	9049.86	9457.00	9457.00	True
LW65	8.17	0.35632	0.35632	9049.86	9459.40	9459.40	True
LW65	8.33	0.35802	0.35802	9049.86	9464.20	9464.20	True
LW65	8.50	0.36313	0.36313	9049.86	9478.60	9478.60	True
LW65	8.67	0.36398	0.36398	9049.86	9481.00	9481.00	True
LW65	8.83	0.36553	0.36553	9049.86	9485.36	9485.36	True
LW65	9.00	0.37164	0.37164	9049.86	9502.60	9502.60	True
LW65	9.17	0.37249	0.37249	9049.86	9505.00	9505.00	True
LW65	9.33	0.37249	0.37249	9049.86	9505.00	9505.00	True
LW65	9.50	0.37334	0.37334	9049.86	9507.40	9507.40	True
LW65	9.67	0.38016	0.38016	9049.86	9526.60	9526.60	True
LW65	9.83	0.38101	0.38101	9049.86	9529.00	9529.00	True
LW65	10.00	0.38271	0.38271	9049.86	9533.80	9533.80	True
LW65	10.17	0.38611	0.38611	9049.86	9543.40	9543.40	True
LW65	10.33	0.38952	0.38952	9049.86	9553.00	9553.00	True
LW65	10.50	0.39037	0.39037	9049.86	9555.40	9555.40	True
LW65	10.67	0.39378	0.39378	9049.86	9565.00	9565.00	True
LW65	10.83	0.39726	0.39726	9049.86	9574.82	9574.82	True
LW65	11.00	0.39803	0.39803	9049.86	9577.00	9577.00	True
LW65	11.17	0.39803	0.39803	9049.86	9577.00	9577.00	True
LW65	11.33	0.39888	0.39888	9049.86	9579.40	9579.40	True
LW65	11.50	0.40314	0.40314	9049.86	9591.40	9591.40	True
LW65	11.67	0.40740	0.40740	9049.86	9603.40	9603.40	True
LW65	11.83	0.40887	0.40887	9049.86	9607.55	9607.55	True
LW65	12.00	0.41506	0.41506	9049.86	9625.00	9625.00	True
LW65	12.17	0.41506	0.41506	9049.86	9625.00	9625.00	True
LW65	12.33	0.41676	0.41676	9049.86	9629.80	9629.80	True
LW65	12.50	0.41506	0.41506	9049.86	9625.00	9625.00	True
LW65	12.67	0.42017	0.42017	9049.86	9639.40	9639.40	True
LW65	12.83	0.42357	0.42357	9049.86	9649.00	9649.00	True
LW65	13.00	0.42528	0.42528	9049.86	9653.80	9653.80	True
LW65	13.17	0.43209	0.43209	9049.86	9673.00	9673.00	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