2026-04-15 B1.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
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus | Run: 2026-04-15 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	2026-04-15 inc4	Run date	2026-04-15
Media	FB	Incubator	inc4
Well file	2026-04-15 B1.xlsx	Well ID	B1
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	4.59870	2.0-42.0 h
LW60	end_norm	0.15431	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.16751	2.0-42.0 h
LW60	max_norm	0.16751	2.0-42.0 h
LW60	min_norm	0.00187	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	0.00420	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	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	0.37118	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.29087	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	0.72199	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	6.94498	2.0-42.0 h
LW65	end_norm	0.22601	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.24579	2.0-42.0 h
LW65	max_norm	0.24579	2.0-42.0 h
LW65	min_norm	-0.00242	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	0.00555	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	4085.16909	61.91348	Ready
LW65	5	15183.62364	431.19584	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	3496.09–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	3496.09–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	3496.09–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	3496.09–49923.62 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	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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	-0.74207	-0.74207	4167.00	3496.09	3496.09	True
LW60	0.17	-0.19245	-0.19245	4167.00	3932.40	3932.40	True
LW60	0.33	-0.11371	-0.11371	4167.00	3994.90	3994.90	True
LW60	0.50	-0.04279	-0.04279	4167.00	4051.20	4051.20	True
LW60	0.67	0.02271	0.02271	4167.00	4103.20	4103.20	True
LW60	0.83	0.05968	0.05968	4167.00	4132.55	4132.55	True
LW60	1.00	0.07411	0.07411	4167.00	4144.00	4144.00	True
LW60	1.17	0.08797	0.08797	4167.00	4155.00	4155.00	True
LW60	1.33	0.10182	0.10182	4167.00	4166.00	4166.00	True
LW60	1.50	0.10182	0.10182	4167.00	4166.00	4166.00	True
LW60	1.67	0.10182	0.10182	4167.00	4166.00	4166.00	True
LW60	1.83	0.10434	0.10434	4167.00	4168.00	4168.00	True
LW60	2.00	0.14339	0.14339	4167.00	4199.00	4199.00	True
LW60	2.17	0.11291	0.11291	4167.00	4174.80	4174.80	True
LW60	2.33	0.11291	0.11291	4167.00	4174.80	4174.80	True
LW60	2.50	0.14339	0.14339	4167.00	4199.00	4199.00	True
LW60	2.67	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	2.83	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	3.00	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	3.17	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	3.33	0.14894	0.14894	4167.00	4203.40	4203.40	True
LW60	3.50	0.14050	0.14050	4167.00	4196.70	4196.70	True
LW60	3.67	0.20310	0.20310	4167.00	4246.40	4246.40	True
LW60	3.83	0.15966	0.15966	4167.00	4211.91	4211.91	True
LW60	4.00	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	4.17	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	4.33	0.16783	0.16783	4167.00	4218.40	4218.40	True
LW60	4.50	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	4.67	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	4.83	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	5.00	0.14339	0.14339	4167.00	4199.00	4199.00	True
LW60	5.17	0.17325	0.17325	4167.00	4222.70	4222.70	True
LW60	5.33	0.19227	0.19227	4167.00	4237.80	4237.80	True
LW60	5.50	0.15448	0.15448	4167.00	4207.80	4207.80	True
LW60	5.67	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	5.83	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	6.00	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	6.17	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	6.33	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	6.50	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	6.67	0.12954	0.12954	4167.00	4188.00	4188.00	True
LW60	6.83	0.20168	0.20168	4167.00	4245.27	4245.27	True
LW60	7.00	0.18673	0.18673	4167.00	4233.40	4233.40	True
LW60	7.17	0.15725	0.15725	4167.00	4210.00	4210.00	True
LW60	7.33	0.17841	0.17841	4167.00	4226.80	4226.80	True
LW60	7.50	0.20310	0.20310	4167.00	4246.40	4246.40	True
LW60	7.67	0.21142	0.21142	4167.00	4253.00	4253.00	True
LW60	7.83	0.23913	0.23913	4167.00	4275.00	4275.00	True
LW60	8.00	0.25299	0.25299	4167.00	4286.00	4286.00	True
LW60	8.17	0.26685	0.26685	4167.00	4297.00	4297.00	True
LW60	8.33	0.28801	0.28801	4167.00	4313.80	4313.80	True
LW60	8.50	0.35981	0.35981	4167.00	4370.80	4370.80	True
LW60	8.67	0.34041	0.34041	4167.00	4355.40	4355.40	True
LW60	8.83	0.33361	0.33361	4167.00	4350.00	4350.00	True
LW60	9.00	0.36813	0.36813	4167.00	4377.40	4377.40	True
LW60	9.17	0.38438	0.38438	4167.00	4390.30	4390.30	True
LW60	9.33	0.40290	0.40290	4167.00	4405.00	4405.00	True
LW60	9.50	0.40290	0.40290	4167.00	4405.00	4405.00	True
LW60	9.67	0.43061	0.43061	4167.00	4427.00	4427.00	True
LW60	9.83	0.43061	0.43061	4167.00	4427.00	4427.00	True
LW60	10.00	0.44724	0.44724	4167.00	4440.20	4440.20	True
LW60	10.17	0.47772	0.47772	4167.00	4464.40	4464.40	True
LW60	10.33	0.44447	0.44447	4167.00	4438.00	4438.00	True
LW60	10.50	0.45001	0.45001	4167.00	4442.40	4442.40	True
LW60	10.67	0.48327	0.48327	4167.00	4468.80	4468.80	True
LW60	10.83	0.50619	0.50619	4167.00	4487.00	4487.00	True
LW60	11.00	0.51375	0.51375	4167.00	4493.00	4493.00	True
LW60	11.17	0.53592	0.53592	4167.00	4510.60	4510.60	True
LW60	11.33	0.54146	0.54146	4167.00	4515.00	4515.00	True
LW60	11.50	0.54146	0.54146	4167.00	4515.00	4515.00	True
LW60	11.67	0.55998	0.55998	4167.00	4529.70	4529.70	True
LW60	11.83	0.55830	0.55830	4167.00	4528.36	4528.36	True
LW60	12.00	0.54146	0.54146	4167.00	4515.00	4515.00	True
LW60	12.17	0.56792	0.56792	4167.00	4536.00	4536.00	True
LW60	12.33	0.57900	0.57900	4167.00	4544.80	4544.80	True
LW60	12.50	0.59563	0.59563	4167.00	4558.00	4558.00	True
LW60	12.67	0.59563	0.59563	4167.00	4558.00	4558.00	True
LW60	12.83	0.61327	0.61327	4167.00	4572.00	4572.00	True
LW60	13.00	0.62335	0.62335	4167.00	4580.00	4580.00	True
LW60	13.17	0.62335	0.62335	4167.00	4580.00	4580.00	True
LW65	0.00	-0.45839	-0.45839	16145.35	12923.73	12923.73	True
LW65	0.17	-0.19063	-0.19063	16145.35	14243.80	14243.80	True
LW65	0.33	-0.11686	-0.11686	16145.35	14607.50	14607.50	True
LW65	0.50	-0.05382	-0.05382	16145.35	14918.30	14918.30	True
LW65	0.67	0.00900	0.00900	16145.35	15228.00	15228.00	True
LW65	0.83	0.05967	0.05967	16145.35	15477.82	15477.82	True
LW65	1.00	0.10200	0.10200	16145.35	15686.50	15686.50	True
LW65	1.17	0.13356	0.13356	16145.35	15842.10	15842.10	True
LW65	1.33	0.16304	0.16304	16145.35	15987.40	15987.40	True
LW65	1.50	0.18604	0.18604	16145.35	16100.80	16100.80	True
LW65	1.67	0.20301	0.20301	16145.35	16184.50	16184.50	True
LW65	1.83	0.21372	0.21372	16145.35	16237.27	16237.27	True
LW65	2.00	0.18713	0.18713	16145.35	16106.20	16106.20	True
LW65	2.17	0.20192	0.20192	16145.35	16179.10	16179.10	True
LW65	2.33	0.24190	0.24190	16145.35	16376.20	16376.20	True
LW65	2.50	0.27044	0.27044	16145.35	16516.90	16516.90	True
LW65	2.67	0.29029	0.29029	16145.35	16614.80	16614.80	True
LW65	2.83	0.30667	0.30667	16145.35	16695.55	16695.55	True
LW65	3.00	0.31569	0.31569	16145.35	16740.00	16740.00	True
LW65	3.17	0.32062	0.32062	16145.35	16764.30	16764.30	True
LW65	3.33	0.32287	0.32287	16145.35	16775.40	16775.40	True
LW65	3.50	0.32125	0.32125	16145.35	16767.40	16767.40	True
LW65	3.67	0.27652	0.27652	16145.35	16546.90	16546.90	True
LW65	3.83	0.29413	0.29413	16145.35	16633.73	16633.73	True
LW65	4.00	0.32679	0.32679	16145.35	16794.70	16794.70	True
LW65	4.17	0.34401	0.34401	16145.35	16879.60	16879.60	True
LW65	4.33	0.35451	0.35451	16145.35	16931.40	16931.40	True
LW65	4.50	0.36175	0.36175	16145.35	16967.10	16967.10	True
LW65	4.67	0.36340	0.36340	16145.35	16975.20	16975.20	True
LW65	4.83	0.36260	0.36260	16145.35	16971.27	16971.27	True
LW65	5.00	0.36009	0.36009	16145.35	16958.90	16958.90	True
LW65	5.17	0.33567	0.33567	16145.35	16838.50	16838.50	True
LW65	5.33	0.30579	0.30579	16145.35	16691.20	16691.20	True
LW65	5.50	0.33066	0.33066	16145.35	16813.80	16813.80	True
LW65	5.67	0.36113	0.36113	16145.35	16964.00	16964.00	True
LW65	5.83	0.37516	0.37516	16145.35	17033.18	17033.18	True
LW65	6.00	0.38224	0.38224	16145.35	17068.10	17068.10	True
LW65	6.17	0.38733	0.38733	16145.35	17093.20	17093.20	True
LW65	6.33	0.38676	0.38676	16145.35	17090.40	17090.40	True
LW65	6.50	0.38392	0.38392	16145.35	17076.40	17076.40	True
LW65	6.67	0.38003	0.38003	16145.35	17057.20	17057.20	True
LW65	6.83	0.34798	0.34798	16145.35	16899.18	16899.18	True
LW65	7.00	0.33784	0.33784	16145.35	16849.20	16849.20	True
LW65	7.17	0.37005	0.37005	16145.35	17008.00	17008.00	True
LW65	7.33	0.39672	0.39672	16145.35	17139.50	17139.50	True
LW65	7.50	0.41396	0.41396	16145.35	17224.50	17224.50	True
LW65	7.67	0.42739	0.42739	16145.35	17290.70	17290.70	True
LW65	7.83	0.43747	0.43747	16145.35	17340.36	17340.36	True
LW65	8.00	0.44688	0.44688	16145.35	17386.80	17386.80	True
LW65	8.17	0.45591	0.45591	16145.35	17431.30	17431.30	True
LW65	8.33	0.46258	0.46258	16145.35	17464.20	17464.20	True
LW65	8.50	0.42849	0.42849	16145.35	17296.10	17296.10	True
LW65	8.67	0.43518	0.43518	16145.35	17329.10	17329.10	True
LW65	8.83	0.46951	0.46951	16145.35	17498.36	17498.36	True
LW65	9.00	0.49956	0.49956	16145.35	17646.50	17646.50	True
LW65	9.17	0.51812	0.51812	16145.35	17738.00	17738.00	True
LW65	9.33	0.53220	0.53220	16145.35	17807.40	17807.40	True
LW65	9.50	0.53845	0.53845	16145.35	17838.20	17838.20	True
LW65	9.67	0.54175	0.54175	16145.35	17854.50	17854.50	True
LW65	9.83	0.54403	0.54403	16145.35	17865.73	17865.73	True
LW65	10.00	0.54003	0.54003	16145.35	17846.00	17846.00	True
LW65	10.17	0.51082	0.51082	16145.35	17702.00	17702.00	True
LW65	10.33	0.52431	0.52431	16145.35	17768.50	17768.50	True
LW65	10.50	0.55248	0.55248	16145.35	17907.40	17907.40	True
LW65	10.67	0.57394	0.57394	16145.35	18013.20	18013.20	True
LW65	10.83	0.59230	0.59230	16145.35	18103.73	18103.73	True
LW65	11.00	0.60619	0.60619	16145.35	18172.20	18172.20	True
LW65	11.17	0.61074	0.61074	16145.35	18194.60	18194.60	True
LW65	11.33	0.61812	0.61812	16145.35	18231.00	18231.00	True
LW65	11.50	0.61869	0.61869	16145.35	18233.80	18233.80	True
LW65	11.67	0.59881	0.59881	16145.35	18135.80	18135.80	True
LW65	11.83	0.58817	0.58817	16145.35	18083.36	18083.36	True
LW65	12.00	0.60676	0.60676	16145.35	18175.00	18175.00	True
LW65	12.17	0.63005	0.63005	16145.35	18289.80	18289.80	True
LW65	12.33	0.64765	0.64765	16145.35	18376.60	18376.60	True
LW65	12.50	0.66299	0.66299	16145.35	18452.20	18452.20	True
LW65	12.67	0.66696	0.66696	16145.35	18471.80	18471.80	True
LW65	12.83	0.66975	0.66975	16145.35	18485.55	18485.55	True
LW65	13.00	0.66753	0.66753	16145.35	18474.60	18474.60	True
LW65	13.17	0.66526	0.66526	16145.35	18463.40	18463.40	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