2026-04-13 C2.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 schleiferi
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus schleiferi | 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 C2.xlsx	Well ID	C2
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 49545
Strain source	ATCC 49545	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	5.59571	2.0-42.0 h
LW60	end_norm	0.22405	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.22405	2.0-42.0 h
LW60	max_norm	0.22405	2.0-42.0 h
LW60	min_norm	0.00375	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	0.00559	2.0-42.0 h
LW61	auc_norm	69.96591	2.0-42.0 h
LW61	end_norm	3.17417	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	3.22699	2.0-42.0 h
LW61	max_norm	3.22699	2.0-42.0 h
LW61	min_norm	0.02292	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	0.08956	2.0-42.0 h
LW62	auc_norm	-1.61141	2.0-42.0 h
LW62	end_norm	-0.10408	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.10609	2.0-42.0 h
LW62	max_norm	0.00336	2.0-42.0 h
LW62	min_norm	-0.10609	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	-0.00289	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	0.18216	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-19.47869	2.0-42.0 h
LW64	end_norm	-0.58521	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.60536	2.0-42.0 h
LW64	max_norm	-0.03791	2.0-42.0 h
LW64	min_norm	-0.60536	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	-0.01103	2.0-42.0 h
LW65	auc_norm	3.55238	2.0-42.0 h
LW65	end_norm	0.13073	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.13525	2.0-42.0 h
LW65	max_norm	0.13525	2.0-42.0 h
LW65	min_norm	0.00370	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	0.00334	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	8235.07273	152.32896	Ready
LW65	5	4919.97455	92.62604	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	4572.27–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	4572.27–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	4572.27–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	4572.27–49923.62 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	-0.18086	-0.18086	8615.67	7737.36	7737.36	True
LW60	0.17	-0.11838	-0.11838	8615.67	7909.30	7909.30	True
LW60	0.33	-0.07430	-0.07430	8615.67	8030.60	8030.60	True
LW60	0.50	-0.03269	-0.03269	8615.67	8145.10	8145.10	True
LW60	0.67	0.00383	0.00383	8615.67	8245.60	8245.60	True
LW60	0.83	0.03875	0.03875	8615.67	8341.70	8341.70	True
LW60	1.00	0.06442	0.06442	8615.67	8412.36	8412.36	True
LW60	1.17	0.08998	0.08998	8615.67	8482.70	8482.70	True
LW60	1.33	0.10804	0.10804	8615.67	8532.40	8532.40	True
LW60	1.50	0.12091	0.12091	8615.67	8567.80	8567.80	True
LW60	1.67	0.13290	0.13290	8615.67	8600.80	8600.80	True
LW60	1.83	0.14371	0.14371	8615.67	8630.55	8630.55	True
LW60	2.00	0.15005	0.15005	8615.67	8648.00	8648.00	True
LW60	2.17	0.15877	0.15877	8615.67	8672.00	8672.00	True
LW60	2.33	0.16044	0.16044	8615.67	8676.60	8676.60	True
LW60	2.50	0.16713	0.16713	8615.67	8695.00	8695.00	True
LW60	2.67	0.16975	0.16975	8615.67	8702.20	8702.20	True
LW60	2.83	0.17585	0.17585	8615.67	8719.00	8719.00	True
LW60	3.00	0.17585	0.17585	8615.67	8719.00	8719.00	True
LW60	3.17	0.18337	0.18337	8615.67	8739.70	8739.70	True
LW60	3.33	0.18421	0.18421	8615.67	8742.00	8742.00	True
LW60	3.50	0.18421	0.18421	8615.67	8742.00	8742.00	True
LW60	3.67	0.18421	0.18421	8615.67	8742.00	8742.00	True
LW60	3.83	0.18421	0.18421	8615.67	8742.00	8742.00	True
LW60	4.00	0.18857	0.18857	8615.67	8754.00	8754.00	True
LW60	4.17	0.19293	0.19293	8615.67	8766.00	8766.00	True
LW60	4.33	0.19293	0.19293	8615.67	8766.00	8766.00	True
LW60	4.50	0.19293	0.19293	8615.67	8766.00	8766.00	True
LW60	4.67	0.19293	0.19293	8615.67	8766.00	8766.00	True
LW60	4.83	0.19293	0.19293	8615.67	8766.00	8766.00	True
LW60	5.00	0.19293	0.19293	8615.67	8766.00	8766.00	True
LW60	5.17	0.19293	0.19293	8615.67	8766.00	8766.00	True
LW60	5.33	0.19293	0.19293	8615.67	8766.00	8766.00	True
LW60	5.50	0.19380	0.19380	8615.67	8768.40	8768.40	True
LW60	5.67	0.19729	0.19729	8615.67	8778.00	8778.00	True
LW60	5.83	0.20165	0.20165	8615.67	8790.00	8790.00	True
LW60	6.00	0.20165	0.20165	8615.67	8790.00	8790.00	True
LW60	6.17	0.20834	0.20834	8615.67	8808.40	8808.40	True
LW60	6.33	0.21001	0.21001	8615.67	8813.00	8813.00	True
LW60	6.50	0.21611	0.21611	8615.67	8829.80	8829.80	True
LW60	6.67	0.22309	0.22309	8615.67	8849.00	8849.00	True
LW60	6.83	0.23221	0.23221	8615.67	8874.09	8874.09	True
LW60	7.00	0.24286	0.24286	8615.67	8903.40	8903.40	True
LW60	7.17	0.25499	0.25499	8615.67	8936.80	8936.80	True
LW60	7.33	0.26615	0.26615	8615.67	8967.50	8967.50	True
LW60	7.50	0.27818	0.27818	8615.67	9000.60	9000.60	True
LW60	7.67	0.28952	0.28952	8615.67	9031.80	9031.80	True
LW60	7.83	0.30204	0.30204	8615.67	9066.27	9066.27	True
LW60	8.00	0.31532	0.31532	8615.67	9102.80	9102.80	True
LW60	8.17	0.32665	0.32665	8615.67	9134.00	9134.00	True
LW60	8.33	0.33625	0.33625	8615.67	9160.40	9160.40	True
LW60	8.50	0.34755	0.34755	8615.67	9191.50	9191.50	True
LW60	8.67	0.35685	0.35685	8615.67	9217.10	9217.10	True
LW60	8.83	0.36712	0.36712	8615.67	9245.36	9245.36	True
LW60	9.00	0.37600	0.37600	8615.67	9269.80	9269.80	True
LW60	9.17	0.38472	0.38472	8615.67	9293.80	9293.80	True
LW60	9.33	0.39257	0.39257	8615.67	9315.40	9315.40	True
LW60	9.50	0.39955	0.39955	8615.67	9334.60	9334.60	True
LW60	9.67	0.40565	0.40565	8615.67	9351.40	9351.40	True
LW60	9.83	0.41311	0.41311	8615.67	9371.91	9371.91	True
LW60	10.00	0.41873	0.41873	8615.67	9387.40	9387.40	True
LW60	10.17	0.42658	0.42658	8615.67	9409.00	9409.00	True
LW60	10.33	0.42658	0.42658	8615.67	9409.00	9409.00	True
LW60	10.50	0.43530	0.43530	8615.67	9433.00	9433.00	True
LW60	10.67	0.43879	0.43879	8615.67	9442.60	9442.60	True
LW60	10.83	0.44403	0.44403	8615.67	9457.00	9457.00	True
LW60	11.00	0.44751	0.44751	8615.67	9466.60	9466.60	True
LW60	11.17	0.45275	0.45275	8615.67	9481.00	9481.00	True
LW60	11.33	0.45711	0.45711	8615.67	9493.00	9493.00	True
LW60	11.50	0.46147	0.46147	8615.67	9505.00	9505.00	True
LW60	11.67	0.46147	0.46147	8615.67	9505.00	9505.00	True
LW60	11.83	0.47019	0.47019	8615.67	9529.00	9529.00	True
LW60	12.00	0.47019	0.47019	8615.67	9529.00	9529.00	True
LW60	12.17	0.47368	0.47368	8615.67	9538.60	9538.60	True
LW60	12.33	0.47891	0.47891	8615.67	9553.00	9553.00	True
LW60	12.50	0.47891	0.47891	8615.67	9553.00	9553.00	True
LW60	12.67	0.48065	0.48065	8615.67	9557.80	9557.80	True
LW60	12.83	0.48605	0.48605	8615.67	9572.64	9572.64	True
LW60	13.00	0.48763	0.48763	8615.67	9577.00	9577.00	True
LW60	13.17	0.48763	0.48763	8615.67	9577.00	9577.00	True
LW65	0.00	-0.40666	-0.40666	5087.00	4572.27	4572.27	True
LW65	0.17	-0.25891	-0.25891	5087.00	4698.60	4698.60	True
LW65	0.33	-0.15178	-0.15178	5087.00	4790.20	4790.20	True
LW65	0.50	-0.05915	-0.05915	5087.00	4869.40	4869.40	True
LW65	0.67	0.01547	0.01547	5087.00	4933.20	4933.20	True
LW65	0.83	0.07465	0.07465	5087.00	4983.80	4983.80	True
LW65	1.00	0.12081	0.12081	5087.00	5023.27	5023.27	True
LW65	1.17	0.14272	0.14272	5087.00	5042.00	5042.00	True
LW65	1.33	0.16845	0.16845	5087.00	5064.00	5064.00	True
LW65	1.50	0.19160	0.19160	5087.00	5083.80	5083.80	True
LW65	1.67	0.19418	0.19418	5087.00	5086.00	5086.00	True
LW65	1.83	0.19652	0.19652	5087.00	5088.00	5088.00	True
LW65	2.00	0.21733	0.21733	5087.00	5105.80	5105.80	True
LW65	2.17	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	2.33	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	2.50	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	2.67	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	2.83	0.22458	0.22458	5087.00	5112.00	5112.00	True
LW65	3.00	0.22505	0.22505	5087.00	5112.40	5112.40	True
LW65	3.17	0.22505	0.22505	5087.00	5112.40	5112.40	True
LW65	3.33	0.22248	0.22248	5087.00	5110.20	5110.20	True
LW65	3.50	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	3.67	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	3.83	0.22458	0.22458	5087.00	5112.00	5112.00	True
LW65	4.00	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	4.17	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	4.33	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	4.50	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	4.67	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	4.83	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	5.00	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	5.17	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	5.33	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	5.50	0.21733	0.21733	5087.00	5105.80	5105.80	True
LW65	5.67	0.21733	0.21733	5087.00	5105.80	5105.80	True
LW65	5.83	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	6.00	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	6.17	0.21991	0.21991	5087.00	5108.00	5108.00	True
LW65	6.33	0.22248	0.22248	5087.00	5110.20	5110.20	True
LW65	6.50	0.22763	0.22763	5087.00	5114.60	5114.60	True
LW65	6.67	0.24564	0.24564	5087.00	5130.00	5130.00	True
LW65	6.83	0.24564	0.24564	5087.00	5130.00	5130.00	True
LW65	7.00	0.26365	0.26365	5087.00	5145.40	5145.40	True
LW65	7.17	0.28166	0.28166	5087.00	5160.80	5160.80	True
LW65	7.33	0.29710	0.29710	5087.00	5174.00	5174.00	True
LW65	7.50	0.32025	0.32025	5087.00	5193.80	5193.80	True
LW65	7.67	0.33827	0.33827	5087.00	5209.20	5209.20	True
LW65	7.83	0.35345	0.35345	5087.00	5222.18	5222.18	True
LW65	8.00	0.37546	0.37546	5087.00	5241.00	5241.00	True
LW65	8.17	0.39090	0.39090	5087.00	5254.20	5254.20	True
LW65	8.33	0.41405	0.41405	5087.00	5274.00	5274.00	True
LW65	8.50	0.42692	0.42692	5087.00	5285.00	5285.00	True
LW65	8.67	0.44750	0.44750	5087.00	5302.60	5302.60	True
LW65	8.83	0.46902	0.46902	5087.00	5321.00	5321.00	True
LW65	9.00	0.47838	0.47838	5087.00	5329.00	5329.00	True
LW65	9.17	0.49382	0.49382	5087.00	5342.20	5342.20	True
LW65	9.33	0.50411	0.50411	5087.00	5351.00	5351.00	True
LW65	9.50	0.53101	0.53101	5087.00	5374.00	5374.00	True
LW65	9.67	0.53101	0.53101	5087.00	5374.00	5374.00	True
LW65	9.83	0.54504	0.54504	5087.00	5386.00	5386.00	True
LW65	10.00	0.55674	0.55674	5087.00	5396.00	5396.00	True
LW65	10.17	0.55674	0.55674	5087.00	5396.00	5396.00	True
LW65	10.33	0.57732	0.57732	5087.00	5413.60	5413.60	True
LW65	10.50	0.58247	0.58247	5087.00	5418.00	5418.00	True
LW65	10.67	0.58247	0.58247	5087.00	5418.00	5418.00	True
LW65	10.83	0.59416	0.59416	5087.00	5428.00	5428.00	True
LW65	11.00	0.60563	0.60563	5087.00	5437.80	5437.80	True
LW65	11.17	0.60820	0.60820	5087.00	5440.00	5440.00	True
LW65	11.33	0.60820	0.60820	5087.00	5440.00	5440.00	True
LW65	11.50	0.61592	0.61592	5087.00	5446.60	5446.60	True
LW65	11.67	0.63136	0.63136	5087.00	5459.80	5459.80	True
LW65	11.83	0.63393	0.63393	5087.00	5462.00	5462.00	True
LW65	12.00	0.63393	0.63393	5087.00	5462.00	5462.00	True
LW65	12.17	0.64469	0.64469	5087.00	5471.20	5471.20	True
LW65	12.33	0.65814	0.65814	5087.00	5482.70	5482.70	True
LW65	12.50	0.66083	0.66083	5087.00	5485.00	5485.00	True
LW65	12.67	0.66083	0.66083	5087.00	5485.00	5485.00	True
LW65	12.83	0.66083	0.66083	5087.00	5485.00	5485.00	True
LW65	13.00	0.66083	0.66083	5087.00	5485.00	5485.00	True
LW65	13.17	0.66083	0.66083	5087.00	5485.00	5485.00	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