2026-04-13 C4.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 epidermidis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus epidermidis | 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 C4.xlsx	Well ID	C4
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 12228
Strain source	ATCC 12228	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	7.60922	2.0-42.0 h
LW60	end_norm	0.28867	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.28867	2.0-42.0 h
LW60	max_norm	0.28867	2.0-42.0 h
LW60	min_norm	0.00482	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	0.00806	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	-13.34425	2.0-42.0 h
LW62	end_norm	-0.40345	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.40345	2.0-42.0 h
LW62	max_norm	-0.01691	2.0-42.0 h
LW62	min_norm	-0.40345	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	-0.00451	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	0.25394	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.19691	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	0.52448	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	4.40991	2.0-42.0 h
LW65	end_norm	0.16787	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.16803	2.0-42.0 h
LW65	max_norm	0.16803	2.0-42.0 h
LW65	min_norm	0.00398	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	0.00469	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	13152.21273	469.64454	Ready
LW65	5	6660.48909	153.66152	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	5901.82–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	5901.82–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	5901.82–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	5901.82–49923.62 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	-0.45963	-0.45963	14081.96	10585.73	10585.73	True
LW60	0.17	-0.22130	-0.22130	14081.96	11916.50	11916.50	True
LW60	0.33	-0.11983	-0.11983	14081.96	12483.10	12483.10	True
LW60	0.50	-0.04388	-0.04388	14081.96	12907.20	12907.20	True
LW60	0.67	0.01427	0.01427	14081.96	13231.90	13231.90	True
LW60	0.83	0.05680	0.05680	14081.96	13469.36	13469.36	True
LW60	1.00	0.09264	0.09264	14081.96	13669.50	13669.50	True
LW60	1.17	0.11719	0.11719	14081.96	13806.60	13806.60	True
LW60	1.33	0.13768	0.13768	14081.96	13921.00	13921.00	True
LW60	1.50	0.15165	0.15165	14081.96	13999.00	13999.00	True
LW60	1.67	0.16190	0.16190	14081.96	14056.20	14056.20	True
LW60	1.83	0.17112	0.17112	14081.96	14107.73	14107.73	True
LW60	2.00	0.17866	0.17866	14081.96	14149.80	14149.80	True
LW60	2.17	0.18285	0.18285	14081.96	14173.20	14173.20	True
LW60	2.33	0.18704	0.18704	14081.96	14196.60	14196.60	True
LW60	2.50	0.19030	0.19030	14081.96	14214.80	14214.80	True
LW60	2.67	0.19309	0.19309	14081.96	14230.40	14230.40	True
LW60	2.83	0.20033	0.20033	14081.96	14270.82	14270.82	True
LW60	3.00	0.20520	0.20520	14081.96	14298.00	14298.00	True
LW60	3.17	0.20706	0.20706	14081.96	14308.40	14308.40	True
LW60	3.33	0.20706	0.20706	14081.96	14308.40	14308.40	True
LW60	3.50	0.20892	0.20892	14081.96	14318.80	14318.80	True
LW60	3.67	0.20846	0.20846	14081.96	14316.20	14316.20	True
LW60	3.83	0.21176	0.21176	14081.96	14334.64	14334.64	True
LW60	4.00	0.21605	0.21605	14081.96	14358.60	14358.60	True
LW60	4.17	0.21702	0.21702	14081.96	14364.00	14364.00	True
LW60	4.33	0.21842	0.21842	14081.96	14371.80	14371.80	True
LW60	4.50	0.22168	0.22168	14081.96	14390.00	14390.00	True
LW60	4.67	0.22214	0.22214	14081.96	14392.60	14392.60	True
LW60	4.83	0.22295	0.22295	14081.96	14397.09	14397.09	True
LW60	5.00	0.22587	0.22587	14081.96	14413.40	14413.40	True
LW60	5.17	0.22633	0.22633	14081.96	14416.00	14416.00	True
LW60	5.33	0.22773	0.22773	14081.96	14423.80	14423.80	True
LW60	5.50	0.23052	0.23052	14081.96	14439.40	14439.40	True
LW60	5.67	0.23052	0.23052	14081.96	14439.40	14439.40	True
LW60	5.83	0.23141	0.23141	14081.96	14444.36	14444.36	True
LW60	6.00	0.23378	0.23378	14081.96	14457.60	14457.60	True
LW60	6.17	0.23564	0.23564	14081.96	14468.00	14468.00	True
LW60	6.33	0.23709	0.23709	14081.96	14476.10	14476.10	True
LW60	6.50	0.23709	0.23709	14081.96	14476.10	14476.10	True
LW60	6.67	0.24095	0.24095	14081.96	14497.60	14497.60	True
LW60	6.83	0.24471	0.24471	14081.96	14518.64	14518.64	True
LW60	7.00	0.24467	0.24467	14081.96	14518.40	14518.40	True
LW60	7.17	0.24514	0.24514	14081.96	14521.00	14521.00	True
LW60	7.33	0.24607	0.24607	14081.96	14526.20	14526.20	True
LW60	7.50	0.24979	0.24979	14081.96	14547.00	14547.00	True
LW60	7.67	0.25072	0.25072	14081.96	14552.20	14552.20	True
LW60	7.83	0.25360	0.25360	14081.96	14568.27	14568.27	True
LW60	8.00	0.25493	0.25493	14081.96	14575.70	14575.70	True
LW60	8.17	0.25928	0.25928	14081.96	14600.00	14600.00	True
LW60	8.33	0.26161	0.26161	14081.96	14613.00	14613.00	True
LW60	8.50	0.26394	0.26394	14081.96	14626.00	14626.00	True
LW60	8.67	0.26441	0.26441	14081.96	14628.60	14628.60	True
LW60	8.83	0.26817	0.26817	14081.96	14649.64	14649.64	True
LW60	9.00	0.26906	0.26906	14081.96	14654.60	14654.60	True
LW60	9.17	0.27325	0.27325	14081.96	14678.00	14678.00	True
LW60	9.33	0.27664	0.27664	14081.96	14696.90	14696.90	True
LW60	9.50	0.28135	0.28135	14081.96	14723.20	14723.20	True
LW60	9.67	0.28556	0.28556	14081.96	14746.70	14746.70	True
LW60	9.83	0.29220	0.29220	14081.96	14783.82	14783.82	True
LW60	10.00	0.29829	0.29829	14081.96	14817.80	14817.80	True
LW60	10.17	0.30540	0.30540	14081.96	14857.50	14857.50	True
LW60	10.33	0.31394	0.31394	14081.96	14905.20	14905.20	True
LW60	10.50	0.32286	0.32286	14081.96	14955.00	14955.00	True
LW60	10.67	0.33142	0.33142	14081.96	15002.80	15002.80	True
LW60	10.83	0.34119	0.34119	14081.96	15057.36	15057.36	True
LW60	11.00	0.35372	0.35372	14081.96	15127.30	15127.30	True
LW60	11.17	0.36511	0.36511	14081.96	15190.90	15190.90	True
LW60	11.33	0.37555	0.37555	14081.96	15249.20	15249.20	True
LW60	11.50	0.38511	0.38511	14081.96	15302.60	15302.60	True
LW60	11.67	0.39700	0.39700	14081.96	15369.00	15369.00	True
LW60	11.83	0.40695	0.40695	14081.96	15424.55	15424.55	True
LW60	12.00	0.41756	0.41756	14081.96	15483.80	15483.80	True
LW60	12.17	0.43044	0.43044	14081.96	15555.70	15555.70	True
LW60	12.33	0.43999	0.43999	14081.96	15609.00	15609.00	True
LW60	12.50	0.44960	0.44960	14081.96	15662.70	15662.70	True
LW60	12.67	0.46103	0.46103	14081.96	15726.50	15726.50	True
LW60	12.83	0.46828	0.46828	14081.96	15767.00	15767.00	True
LW60	13.00	0.47892	0.47892	14081.96	15826.40	15826.40	True
LW60	13.17	0.48796	0.48796	14081.96	15876.90	15876.90	True
LW65	0.00	-0.45164	-0.45164	6992.19	5901.82	5943.50	True
LW65	0.17	-0.24774	-0.24774	6992.19	6267.20	6267.20	True
LW65	0.33	-0.13669	-0.13669	6992.19	6443.50	6443.50	True
LW65	0.50	-0.05083	-0.05083	6992.19	6579.80	6579.80	True
LW65	0.67	0.01368	0.01368	6992.19	6682.20	6682.20	True
LW65	0.83	0.06555	0.06555	6992.19	6764.55	6764.55	True
LW65	1.00	0.10829	0.10829	6992.19	6832.40	6832.40	True
LW65	1.17	0.13871	0.13871	6992.19	6880.70	6880.70	True
LW65	1.33	0.16435	0.16435	6992.19	6921.40	6921.40	True
LW65	1.50	0.18300	0.18300	6992.19	6951.00	6951.00	True
LW65	1.67	0.20328	0.20328	6992.19	6983.20	6983.20	True
LW65	1.83	0.21461	0.21461	6992.19	7001.18	7001.18	True
LW65	2.00	0.22646	0.22646	6992.19	7020.00	7020.00	True
LW65	2.17	0.23660	0.23660	6992.19	7036.10	7036.10	True
LW65	2.33	0.24095	0.24095	6992.19	7043.00	7043.00	True
LW65	2.50	0.25109	0.25109	6992.19	7059.10	7059.10	True
LW65	2.67	0.25544	0.25544	6992.19	7066.00	7066.00	True
LW65	2.83	0.26071	0.26071	6992.19	7074.36	7074.36	True
LW65	3.00	0.26848	0.26848	6992.19	7086.70	7086.70	True
LW65	3.17	0.26993	0.26993	6992.19	7089.00	7089.00	True
LW65	3.33	0.26993	0.26993	6992.19	7089.00	7089.00	True
LW65	3.50	0.27138	0.27138	6992.19	7091.30	7091.30	True
LW65	3.67	0.27572	0.27572	6992.19	7098.20	7098.20	True
LW65	3.83	0.27915	0.27915	6992.19	7103.64	7103.64	True
LW65	4.00	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	4.17	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	4.33	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	4.50	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	4.67	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	4.83	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	5.00	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	5.17	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	5.33	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	5.50	0.28441	0.28441	6992.19	7112.00	7112.00	True
LW65	5.67	0.28586	0.28586	6992.19	7114.30	7114.30	True
LW65	5.83	0.28968	0.28968	6992.19	7120.36	7120.36	True
LW65	6.00	0.28876	0.28876	6992.19	7118.90	7118.90	True
LW65	6.17	0.29021	0.29021	6992.19	7121.20	7121.20	True
LW65	6.33	0.29021	0.29021	6992.19	7121.20	7121.20	True
LW65	6.50	0.29311	0.29311	6992.19	7125.80	7125.80	True
LW65	6.67	0.29890	0.29890	6992.19	7135.00	7135.00	True
LW65	6.83	0.29890	0.29890	6992.19	7135.00	7135.00	True
LW65	7.00	0.29890	0.29890	6992.19	7135.00	7135.00	True
LW65	7.17	0.29890	0.29890	6992.19	7135.00	7135.00	True
LW65	7.33	0.29890	0.29890	6992.19	7135.00	7135.00	True
LW65	7.50	0.29890	0.29890	6992.19	7135.00	7135.00	True
LW65	7.67	0.30035	0.30035	6992.19	7137.30	7137.30	True
LW65	7.83	0.30549	0.30549	6992.19	7145.45	7145.45	True
LW65	8.00	0.30904	0.30904	6992.19	7151.10	7151.10	True
LW65	8.17	0.31339	0.31339	6992.19	7158.00	7158.00	True
LW65	8.33	0.31339	0.31339	6992.19	7158.00	7158.00	True
LW65	8.50	0.31484	0.31484	6992.19	7160.30	7160.30	True
LW65	8.67	0.31339	0.31339	6992.19	7158.00	7158.00	True
LW65	8.83	0.31339	0.31339	6992.19	7158.00	7158.00	True
LW65	9.00	0.31919	0.31919	6992.19	7167.20	7167.20	True
LW65	9.17	0.32643	0.32643	6992.19	7178.70	7178.70	True
LW65	9.33	0.32788	0.32788	6992.19	7181.00	7181.00	True
LW65	9.50	0.32788	0.32788	6992.19	7181.00	7181.00	True
LW65	9.67	0.33078	0.33078	6992.19	7185.60	7185.60	True
LW65	9.83	0.33973	0.33973	6992.19	7199.82	7199.82	True
LW65	10.00	0.34237	0.34237	6992.19	7204.00	7204.00	True
LW65	10.17	0.34382	0.34382	6992.19	7206.30	7206.30	True
LW65	10.33	0.35541	0.35541	6992.19	7224.70	7224.70	True
LW65	10.50	0.36265	0.36265	6992.19	7236.20	7236.20	True
LW65	10.67	0.37134	0.37134	6992.19	7250.00	7250.00	True
LW65	10.83	0.37529	0.37529	6992.19	7256.27	7256.27	True
LW65	11.00	0.38583	0.38583	6992.19	7273.00	7273.00	True
LW65	11.17	0.39887	0.39887	6992.19	7293.70	7293.70	True
LW65	11.33	0.40467	0.40467	6992.19	7302.90	7302.90	True
LW65	11.50	0.41481	0.41481	6992.19	7319.00	7319.00	True
LW65	11.67	0.42930	0.42930	6992.19	7342.00	7342.00	True
LW65	11.83	0.43851	0.43851	6992.19	7356.64	7356.64	True
LW65	12.00	0.44378	0.44378	6992.19	7365.00	7365.00	True
LW65	12.17	0.45682	0.45682	6992.19	7385.70	7385.70	True
LW65	12.33	0.46552	0.46552	6992.19	7399.50	7399.50	True
LW65	12.50	0.47276	0.47276	6992.19	7411.00	7411.00	True
LW65	12.67	0.48290	0.48290	6992.19	7427.10	7427.10	True
LW65	12.83	0.48988	0.48988	6992.19	7438.18	7438.18	True
LW65	13.00	0.50174	0.50174	6992.19	7457.00	7457.00	True
LW65	13.17	0.51333	0.51333	6992.19	7475.40	7475.40	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