2026-04-13 B4.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 aureus subsp. aureus
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus subsp. aureus | 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 B4.xlsx	Well ID	B4
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 29213
Strain source	ATCC 29213	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	2.47669	2.0-42.0 h
LW60	end_norm	0.10369	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.10369	2.0-42.0 h
LW60	max_norm	0.10369	2.0-42.0 h
LW60	min_norm	0.00163	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	0.00237	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	-0.60646	2.0-42.0 h
LW62	end_norm	-0.02281	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.02433	2.0-42.0 h
LW62	max_norm	-0.00439	2.0-42.0 h
LW62	min_norm	-0.02433	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	-0.00027	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	0.17352	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.12410	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-7.28621	2.0-42.0 h
LW64	end_norm	-0.27387	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.27631	2.0-42.0 h
LW64	max_norm	0.00429	2.0-42.0 h
LW64	min_norm	-0.27631	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.16183	2.0-42.0 h
LW64	pct_saturated_rows	0.16473	2.0-42.0 h
LW64	slope_norm	-0.00608	2.0-42.0 h
LW65	auc_norm	3.43258	2.0-42.0 h
LW65	end_norm	0.12049	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.12216	2.0-42.0 h
LW65	max_norm	0.12216	2.0-42.0 h
LW65	min_norm	-0.00024	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	0.00326	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	31978.66364	453.84651	Ready
LW65	5	3884.76000	79.79808	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	3461.00–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	3461.00–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	3461.00–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	3461.00–49923.62 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	-0.32690	-0.32690	31797.20	29785.36	29785.36	True
LW60	0.17	-0.15104	-0.15104	31797.20	30965.30	30965.30	True
LW60	0.33	-0.00150	-0.00150	31797.20	31968.60	31968.60	True
LW60	0.50	0.10376	0.10376	31797.20	32674.80	32674.80	True
LW60	0.67	0.01762	0.01762	31797.20	32096.90	32096.90	True
LW60	0.83	-0.06436	-0.06436	31797.20	31546.82	31546.82	True
LW60	1.00	-0.05551	-0.05551	31797.20	31606.20	31606.20	True
LW60	1.17	-0.04314	-0.04314	31797.20	31689.20	31689.20	True
LW60	1.33	-0.03691	-0.03691	31797.20	31731.00	31731.00	True
LW60	1.50	-0.03378	-0.03378	31797.20	31752.00	31752.00	True
LW60	1.67	-0.03013	-0.03013	31797.20	31776.50	31776.50	True
LW60	1.83	-0.02396	-0.02396	31797.20	31817.91	31817.91	True
LW60	2.00	-0.01933	-0.01933	31797.20	31849.00	31849.00	True
LW60	2.17	-0.01672	-0.01672	31797.20	31866.50	31866.50	True
LW60	2.33	-0.01307	-0.01307	31797.20	31891.00	31891.00	True
LW60	2.50	-0.00994	-0.00994	31797.20	31912.00	31912.00	True
LW60	2.67	-0.00786	-0.00786	31797.20	31925.90	31925.90	True
LW60	2.83	-0.00509	-0.00509	31797.20	31944.55	31944.55	True
LW60	3.00	-0.00380	-0.00380	31797.20	31953.20	31953.20	True
LW60	3.17	-0.00122	-0.00122	31797.20	31970.50	31970.50	True
LW60	3.33	0.00191	0.00191	31797.20	31991.50	31991.50	True
LW60	3.50	0.00243	0.00243	31797.20	31995.00	31995.00	True
LW60	3.67	0.00243	0.00243	31797.20	31995.00	31995.00	True
LW60	3.83	0.00433	0.00433	31797.20	32007.73	32007.73	True
LW60	4.00	0.00504	0.00504	31797.20	32012.50	32012.50	True
LW60	4.17	0.00765	0.00765	31797.20	32030.00	32030.00	True
LW60	4.33	0.00765	0.00765	31797.20	32030.00	32030.00	True
LW60	4.50	0.00765	0.00765	31797.20	32030.00	32030.00	True
LW60	4.67	0.00713	0.00713	31797.20	32026.50	32026.50	True
LW60	4.83	0.00813	0.00813	31797.20	32033.18	32033.18	True
LW60	5.00	0.00869	0.00869	31797.20	32037.00	32037.00	True
LW60	5.17	0.00765	0.00765	31797.20	32030.00	32030.00	True
LW60	5.33	0.00765	0.00765	31797.20	32030.00	32030.00	True
LW60	5.50	0.00765	0.00765	31797.20	32030.00	32030.00	True
LW60	5.67	0.00765	0.00765	31797.20	32030.00	32030.00	True
LW60	5.83	0.00907	0.00907	31797.20	32039.55	32039.55	True
LW60	6.00	0.01026	0.01026	31797.20	32047.50	32047.50	True
LW60	6.17	0.01235	0.01235	31797.20	32061.50	32061.50	True
LW60	6.33	0.01652	0.01652	31797.20	32089.50	32089.50	True
LW60	6.50	0.01756	0.01756	31797.20	32096.50	32096.50	True
LW60	6.67	0.02278	0.02278	31797.20	32131.50	32131.50	True
LW60	6.83	0.02757	0.02757	31797.20	32163.64	32163.64	True
LW60	7.00	0.03060	0.03060	31797.20	32184.00	32184.00	True
LW60	7.17	0.03791	0.03791	31797.20	32233.00	32233.00	True
LW60	7.33	0.04312	0.04312	31797.20	32268.00	32268.00	True
LW60	7.50	0.04730	0.04730	31797.20	32296.00	32296.00	True
LW60	7.67	0.05356	0.05356	31797.20	32338.00	32338.00	True
LW60	7.83	0.05934	0.05934	31797.20	32376.82	32376.82	True
LW60	8.00	0.06660	0.06660	31797.20	32425.50	32425.50	True
LW60	8.17	0.07390	0.07390	31797.20	32474.50	32474.50	True
LW60	8.33	0.07964	0.07964	31797.20	32513.00	32513.00	True
LW60	8.50	0.08642	0.08642	31797.20	32558.50	32558.50	True
LW60	8.67	0.09164	0.09164	31797.20	32593.50	32593.50	True
LW60	8.83	0.10024	0.10024	31797.20	32651.18	32651.18	True
LW60	9.00	0.10587	0.10587	31797.20	32689.00	32689.00	True
LW60	9.17	0.11109	0.11109	31797.20	32724.00	32724.00	True
LW60	9.33	0.11842	0.11842	31797.20	32773.20	32773.20	True
LW60	9.50	0.12428	0.12428	31797.20	32812.50	32812.50	True
LW60	9.67	0.12845	0.12845	31797.20	32840.50	32840.50	True
LW60	9.83	0.13607	0.13607	31797.20	32891.64	32891.64	True
LW60	10.00	0.14217	0.14217	31797.20	32932.50	32932.50	True
LW60	10.17	0.14686	0.14686	31797.20	32964.00	32964.00	True
LW60	10.33	0.15109	0.15109	31797.20	32992.40	32992.40	True
LW60	10.50	0.15483	0.15483	31797.20	33017.50	33017.50	True
LW60	10.67	0.16162	0.16162	31797.20	33063.00	33063.00	True
LW60	10.83	0.16767	0.16767	31797.20	33103.64	33103.64	True
LW60	11.00	0.17220	0.17220	31797.20	33134.00	33134.00	True
LW60	11.17	0.17747	0.17747	31797.20	33169.40	33169.40	True
LW60	11.33	0.18330	0.18330	31797.20	33208.50	33208.50	True
LW60	11.50	0.18591	0.18591	31797.20	33226.00	33226.00	True
LW60	11.67	0.18859	0.18859	31797.20	33244.00	33244.00	True
LW60	11.83	0.19222	0.19222	31797.20	33268.36	33268.36	True
LW60	12.00	0.19918	0.19918	31797.20	33315.00	33315.00	True
LW60	12.17	0.20342	0.20342	31797.20	33343.50	33343.50	True
LW60	12.33	0.20816	0.20816	31797.20	33375.30	33375.30	True
LW60	12.50	0.21190	0.21190	31797.20	33400.40	33400.40	True
LW60	12.67	0.21459	0.21459	31797.20	33418.40	33418.40	True
LW60	12.83	0.21970	0.21970	31797.20	33452.73	33452.73	True
LW60	13.00	0.22146	0.22146	31797.20	33464.50	33464.50	True
LW60	13.17	0.22302	0.22302	31797.20	33475.00	33475.00	True
LW65	0.00			3950.95	3461.00		True
LW65	0.17	-0.38972	-0.38972	3950.95	3626.40	3647.71	True
LW65	0.33	-0.21975	-0.21975	3950.95	3751.10	3751.10	True
LW65	0.50	-0.02476	-0.02476	3950.95	3869.70	3869.70	True
LW65	0.67	0.07832	0.07832	3950.95	3932.40	3932.40	True
LW65	0.83	0.08424	0.08424	3950.95	3936.00	3936.00	True
LW65	1.00	0.08194	0.08194	3950.95	3934.60	3934.60	True
LW65	1.17	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	1.33	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	1.50	0.11071	0.11071	3950.95	3952.10	3952.10	True
LW65	1.67	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	1.83	0.11040	0.11040	3950.95	3951.91	3951.91	True
LW65	2.00	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	2.17	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	2.33	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	2.50	0.11417	0.11417	3950.95	3954.20	3954.20	True
LW65	2.67	0.11762	0.11762	3950.95	3956.30	3956.30	True
LW65	2.83	0.12609	0.12609	3950.95	3961.45	3961.45	True
LW65	3.00	0.11417	0.11417	3950.95	3954.20	3954.20	True
LW65	3.17	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	3.33	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	3.50	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	3.67	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	3.83	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	4.00	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	4.17	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	4.33	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	4.50	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	4.67	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	4.83	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	5.00	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	5.17	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	5.33	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	5.50	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	5.67	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	5.83	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	6.00	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	6.17	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	6.33	0.10726	0.10726	3950.95	3950.00	3950.00	True
LW65	6.50	0.11417	0.11417	3950.95	3954.20	3954.20	True
LW65	6.67	0.13833	0.13833	3950.95	3968.90	3968.90	True
LW65	6.83	0.14179	0.14179	3950.95	3971.00	3971.00	True
LW65	7.00	0.14179	0.14179	3950.95	3971.00	3971.00	True
LW65	7.17	0.17072	0.17072	3950.95	3988.60	3988.60	True
LW65	7.33	0.17796	0.17796	3950.95	3993.00	3993.00	True
LW65	7.50	0.17796	0.17796	3950.95	3993.00	3993.00	True
LW65	7.67	0.19867	0.19867	3950.95	4005.60	4005.60	True
LW65	7.83	0.21248	0.21248	3950.95	4014.00	4014.00	True
LW65	8.00	0.21610	0.21610	3950.95	4016.20	4016.20	True
LW65	8.17	0.23780	0.23780	3950.95	4029.40	4029.40	True
LW65	8.33	0.24865	0.24865	3950.95	4036.00	4036.00	True
LW65	8.50	0.26674	0.26674	3950.95	4047.00	4047.00	True
LW65	8.67	0.28482	0.28482	3950.95	4058.00	4058.00	True
LW65	8.83	0.29738	0.29738	3950.95	4065.64	4065.64	True
LW65	9.00	0.31935	0.31935	3950.95	4079.00	4079.00	True
LW65	9.17	0.33020	0.33020	3950.95	4085.60	4085.60	True
LW65	9.33	0.35552	0.35552	3950.95	4101.00	4101.00	True
LW65	9.50	0.35552	0.35552	3950.95	4101.00	4101.00	True
LW65	9.67	0.39169	0.39169	3950.95	4123.00	4123.00	True
LW65	9.83	0.39169	0.39169	3950.95	4123.00	4123.00	True
LW65	10.00	0.41586	0.41586	3950.95	4137.70	4137.70	True
LW65	10.17	0.42621	0.42621	3950.95	4144.00	4144.00	True
LW65	10.33	0.42983	0.42983	3950.95	4146.20	4146.20	True
LW65	10.50	0.45877	0.45877	3950.95	4163.80	4163.80	True
LW65	10.67	0.46238	0.46238	3950.95	4166.00	4166.00	True
LW65	10.83	0.46567	0.46567	3950.95	4168.00	4168.00	True
LW65	11.00	0.49855	0.49855	3950.95	4188.00	4188.00	True
LW65	11.17	0.49855	0.49855	3950.95	4188.00	4188.00	True
LW65	11.33	0.49855	0.49855	3950.95	4188.00	4188.00	True
LW65	11.50	0.53111	0.53111	3950.95	4207.80	4207.80	True
LW65	11.67	0.53472	0.53472	3950.95	4210.00	4210.00	True
LW65	11.83	0.53472	0.53472	3950.95	4210.00	4210.00	True
LW65	12.00	0.53472	0.53472	3950.95	4210.00	4210.00	True
LW65	12.17	0.56925	0.56925	3950.95	4231.00	4231.00	True
LW65	12.33	0.56580	0.56580	3950.95	4228.90	4228.90	True
LW65	12.50	0.56925	0.56925	3950.95	4231.00	4231.00	True
LW65	12.67	0.56925	0.56925	3950.95	4231.00	4231.00	True
LW65	12.83	0.57911	0.57911	3950.95	4237.00	4237.00	True
LW65	13.00	0.60180	0.60180	3950.95	4250.80	4250.80	True
LW65	13.17	0.60542	0.60542	3950.95	4253.00	4253.00	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