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 auricularis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus auricularis | Run: 2026-04-13 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	2026-04-13 inc5	Run date	2026-04-13
Media	FB	Incubator	inc5
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 33753
Strain source	ATCC 33753	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	11.13516	2.0-42.0 h
LW60	end_norm	0.51410	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.51410	2.0-42.0 h
LW60	max_norm	0.51410	2.0-42.0 h
LW60	min_norm	0.00490	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	0.01546	2.0-42.0 h
LW61	auc_norm	55.44504	2.0-42.0 h
LW61	end_norm	2.10094	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	2.10094	2.0-42.0 h
LW61	max_norm	2.10094	2.0-42.0 h
LW61	min_norm	0.07687	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	0.04303	2.0-42.0 h
LW62	auc_norm	-26.60611	2.0-42.0 h
LW62	end_norm	-0.79342	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.93987	2.0-42.0 h
LW62	max_norm	0.00000	2.0-42.0 h
LW62	min_norm	-0.93987	2.0-42.0 h
LW62	pct_abnormal_rows	0.00249	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	-0.01501	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	0.45809	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	0.45809	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	2.96468	2.0-42.0 h
LW65	end_norm	0.13991	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.13991	2.0-42.0 h
LW65	max_norm	0.13991	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	0.00443	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	21583.59273	427.43973	Ready
LW65	5	4483.39818	88.24896	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	4057.82–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	4057.82–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	4057.82–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	4057.82–49923.62 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	-0.10249	-0.10249	22630.00	19963.73	19963.73	True
LW60	0.17	-0.05961	-0.05961	22630.00	20641.40	20641.40	True
LW60	0.33	-0.03615	-0.03615	22630.00	21012.20	21012.20	True
LW60	0.50	-0.01571	-0.01571	22630.00	21335.30	21335.30	True
LW60	0.67	0.00164	0.00164	22630.00	21609.50	21609.50	True
LW60	0.83	0.01776	0.01776	22630.00	21864.36	21864.36	True
LW60	1.00	0.03246	0.03246	22630.00	22096.60	22096.60	True
LW60	1.17	0.04305	0.04305	22630.00	22264.00	22264.00	True
LW60	1.33	0.05100	0.05100	22630.00	22389.70	22389.70	True
LW60	1.50	0.05799	0.05799	22630.00	22500.10	22500.10	True
LW60	1.67	0.06374	0.06374	22630.00	22591.00	22591.00	True
LW60	1.83	0.06867	0.06867	22630.00	22669.00	22669.00	True
LW60	2.00	0.07323	0.07323	22630.00	22741.00	22741.00	True
LW60	2.17	0.07570	0.07570	22630.00	22780.00	22780.00	True
LW60	2.33	0.07779	0.07779	22630.00	22813.10	22813.10	True
LW60	2.50	0.08087	0.08087	22630.00	22861.80	22861.80	True
LW60	2.67	0.08373	0.08373	22630.00	22907.00	22907.00	True
LW60	2.83	0.08634	0.08634	22630.00	22948.18	22948.18	True
LW60	3.00	0.08928	0.08928	22630.00	22994.70	22994.70	True
LW60	3.17	0.09139	0.09139	22630.00	23028.00	23028.00	True
LW60	3.33	0.09120	0.09120	22630.00	23025.00	23025.00	True
LW60	3.50	0.09158	0.09158	22630.00	23031.00	23031.00	True
LW60	3.67	0.09215	0.09215	22630.00	23040.00	23040.00	True
LW60	3.83	0.09473	0.09473	22630.00	23080.73	23080.73	True
LW60	4.00	0.09544	0.09544	22630.00	23092.00	23092.00	True
LW60	4.17	0.09639	0.09639	22630.00	23107.00	23107.00	True
LW60	4.33	0.09696	0.09696	22630.00	23116.00	23116.00	True
LW60	4.50	0.09810	0.09810	22630.00	23134.00	23134.00	True
LW60	4.67	0.09886	0.09886	22630.00	23146.00	23146.00	True
LW60	4.83	0.09923	0.09923	22630.00	23152.00	23152.00	True
LW60	5.00	0.10002	0.10002	22630.00	23164.40	23164.40	True
LW60	5.17	0.09982	0.09982	22630.00	23161.30	23161.30	True
LW60	5.33	0.10120	0.10120	22630.00	23183.00	23183.00	True
LW60	5.50	0.10120	0.10120	22630.00	23183.00	23183.00	True
LW60	5.67	0.10290	0.10290	22630.00	23210.00	23210.00	True
LW60	5.83	0.10309	0.10309	22630.00	23213.00	23213.00	True
LW60	6.00	0.10347	0.10347	22630.00	23219.00	23219.00	True
LW60	6.17	0.10423	0.10423	22630.00	23231.00	23231.00	True
LW60	6.33	0.10519	0.10519	22630.00	23246.10	23246.10	True
LW60	6.50	0.10519	0.10519	22630.00	23246.10	23246.10	True
LW60	6.67	0.10656	0.10656	22630.00	23267.80	23267.80	True
LW60	6.83	0.10695	0.10695	22630.00	23274.00	23274.00	True
LW60	7.00	0.10695	0.10695	22630.00	23274.00	23274.00	True
LW60	7.17	0.10733	0.10733	22630.00	23280.00	23280.00	True
LW60	7.33	0.10866	0.10866	22630.00	23301.00	23301.00	True
LW60	7.50	0.10885	0.10885	22630.00	23304.00	23304.00	True
LW60	7.67	0.10885	0.10885	22630.00	23304.00	23304.00	True
LW60	7.83	0.10937	0.10937	22630.00	23312.18	23312.18	True
LW60	8.00	0.11076	0.11076	22630.00	23334.10	23334.10	True
LW60	8.17	0.11095	0.11095	22630.00	23337.10	23337.10	True
LW60	8.33	0.11095	0.11095	22630.00	23337.10	23337.10	True
LW60	8.50	0.11193	0.11193	22630.00	23352.60	23352.60	True
LW60	8.67	0.11252	0.11252	22630.00	23361.90	23361.90	True
LW60	8.83	0.11271	0.11271	22630.00	23365.00	23365.00	True
LW60	9.00	0.11328	0.11328	22630.00	23374.00	23374.00	True
LW60	9.17	0.11442	0.11442	22630.00	23392.00	23392.00	True
LW60	9.33	0.11461	0.11461	22630.00	23395.00	23395.00	True
LW60	9.50	0.11423	0.11423	22630.00	23389.00	23389.00	True
LW60	9.67	0.11461	0.11461	22630.00	23395.00	23395.00	True
LW60	9.83	0.11657	0.11657	22630.00	23426.00	23426.00	True
LW60	10.00	0.11695	0.11695	22630.00	23432.00	23432.00	True
LW60	10.17	0.11733	0.11733	22630.00	23438.00	23438.00	True
LW60	10.33	0.11809	0.11809	22630.00	23450.00	23450.00	True
LW60	10.50	0.11809	0.11809	22630.00	23450.00	23450.00	True
LW60	10.67	0.11867	0.11867	22630.00	23459.10	23459.10	True
LW60	10.83	0.11990	0.11990	22630.00	23478.55	23478.55	True
LW60	11.00	0.11984	0.11984	22630.00	23477.70	23477.70	True
LW60	11.17	0.12043	0.12043	22630.00	23487.00	23487.00	True
LW60	11.33	0.12176	0.12176	22630.00	23508.00	23508.00	True
LW60	11.50	0.12195	0.12195	22630.00	23511.00	23511.00	True
LW60	11.67	0.12252	0.12252	22630.00	23520.10	23520.10	True
LW60	11.83	0.12393	0.12393	22630.00	23542.36	23542.36	True
LW60	12.00	0.12409	0.12409	22630.00	23544.80	23544.80	True
LW60	12.17	0.12619	0.12619	22630.00	23578.00	23578.00	True
LW60	12.33	0.12619	0.12619	22630.00	23578.00	23578.00	True
LW60	12.50	0.12619	0.12619	22630.00	23578.00	23578.00	True
LW60	12.67	0.12776	0.12776	22630.00	23602.80	23602.80	True
LW60	12.83	0.12849	0.12849	22630.00	23614.45	23614.45	True
LW60	13.00	0.12929	0.12929	22630.00	23627.00	23627.00	True
LW60	13.17	0.13122	0.13122	22630.00	23657.60	23657.60	True
LW65	0.00	-0.44285	-0.44285	4646.00	4057.82	4057.82	True
LW65	0.17	-0.24630	-0.24630	4646.00	4246.70	4246.70	True
LW65	0.33	-0.12872	-0.12872	4646.00	4359.70	4359.70	True
LW65	0.50	-0.04953	-0.04953	4646.00	4435.80	4435.80	True
LW65	0.67	0.01228	0.01228	4646.00	4495.20	4495.20	True
LW65	0.83	0.06316	0.06316	4646.00	4544.09	4544.09	True
LW65	1.00	0.10281	0.10281	4646.00	4582.20	4582.20	True
LW65	1.17	0.12799	0.12799	4646.00	4606.40	4606.40	True
LW65	1.33	0.14631	0.14631	4646.00	4624.00	4624.00	True
LW65	1.50	0.16462	0.16462	4646.00	4641.60	4641.60	True
LW65	1.67	0.16920	0.16920	4646.00	4646.00	4646.00	True
LW65	1.83	0.16920	0.16920	4646.00	4646.00	4646.00	True
LW65	2.00	0.17378	0.17378	4646.00	4650.40	4650.40	True
LW65	2.17	0.17836	0.17836	4646.00	4654.80	4654.80	True
LW65	2.33	0.17149	0.17149	4646.00	4648.20	4648.20	True
LW65	2.50	0.18751	0.18751	4646.00	4663.60	4663.60	True
LW65	2.67	0.18523	0.18523	4646.00	4661.40	4661.40	True
LW65	2.83	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	3.00	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	3.17	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	3.33	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	3.50	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	3.67	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	3.83	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	4.00	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	4.17	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	4.33	0.18980	0.18980	4646.00	4665.80	4665.80	True
LW65	4.50	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	4.67	0.18751	0.18751	4646.00	4663.60	4663.60	True
LW65	4.83	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	5.00	0.18980	0.18980	4646.00	4665.80	4665.80	True
LW65	5.17	0.17149	0.17149	4646.00	4648.20	4648.20	True
LW65	5.33	0.17836	0.17836	4646.00	4654.80	4654.80	True
LW65	5.50	0.17836	0.17836	4646.00	4654.80	4654.80	True
LW65	5.67	0.18980	0.18980	4646.00	4665.80	4665.80	True
LW65	5.83	0.17961	0.17961	4646.00	4656.00	4656.00	True
LW65	6.00	0.17378	0.17378	4646.00	4650.40	4650.40	True
LW65	6.17	0.17378	0.17378	4646.00	4650.40	4650.40	True
LW65	6.33	0.16920	0.16920	4646.00	4646.00	4646.00	True
LW65	6.50	0.17149	0.17149	4646.00	4648.20	4648.20	True
LW65	6.67	0.17836	0.17836	4646.00	4654.80	4654.80	True
LW65	6.83	0.16920	0.16920	4646.00	4646.00	4646.00	True
LW65	7.00	0.17378	0.17378	4646.00	4650.40	4650.40	True
LW65	7.17	0.17378	0.17378	4646.00	4650.40	4650.40	True
LW65	7.33	0.18065	0.18065	4646.00	4657.00	4657.00	True
LW65	7.50	0.17607	0.17607	4646.00	4652.60	4652.60	True
LW65	7.67	0.16920	0.16920	4646.00	4646.00	4646.00	True
LW65	7.83	0.17544	0.17544	4646.00	4652.00	4652.00	True
LW65	8.00	0.17607	0.17607	4646.00	4652.60	4652.60	True
LW65	8.17	0.18523	0.18523	4646.00	4661.40	4661.40	True
LW65	8.33	0.17378	0.17378	4646.00	4650.40	4650.40	True
LW65	8.50	0.18294	0.18294	4646.00	4659.20	4659.20	True
LW65	8.67	0.17607	0.17607	4646.00	4652.60	4652.60	True
LW65	8.83	0.18377	0.18377	4646.00	4660.00	4660.00	True
LW65	9.00	0.18523	0.18523	4646.00	4661.40	4661.40	True
LW65	9.17	0.18294	0.18294	4646.00	4659.20	4659.20	True
LW65	9.33	0.18751	0.18751	4646.00	4663.60	4663.60	True
LW65	9.50	0.18294	0.18294	4646.00	4659.20	4659.20	True
LW65	9.67	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	9.83	0.19001	0.19001	4646.00	4666.00	4666.00	True
LW65	10.00	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	10.17	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	10.33	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	10.50	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	10.67	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	10.83	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	11.00	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	11.17	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	11.33	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	11.50	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	11.67	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	11.83	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	12.00	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	12.17	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	12.33	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	12.50	0.19209	0.19209	4646.00	4668.00	4668.00	True
LW65	12.67	0.20583	0.20583	4646.00	4681.20	4681.20	True
LW65	12.83	0.20458	0.20458	4646.00	4680.00	4680.00	True
LW65	13.00	0.21499	0.21499	4646.00	4690.00	4690.00	True
LW65	13.17	0.21499	0.21499	4646.00	4690.00	4690.00	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