2026-04-13 C1.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 lugdunensis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus lugdunensis | 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 C1.xlsx	Well ID	C1
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 49576
Strain source	ATCC 49576	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	4.89094	2.0-42.0 h
LW60	end_norm	0.25330	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.25330	2.0-42.0 h
LW60	max_norm	0.25330	2.0-42.0 h
LW60	min_norm	0.00287	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	0.00702	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	0.24681	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	0.43361	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.39170	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	0.84821	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	5.07936	2.0-42.0 h
LW65	end_norm	0.22100	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.22100	2.0-42.0 h
LW65	max_norm	0.22100	2.0-42.0 h
LW65	min_norm	0.00750	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	0.00541	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	8605.61273	178.46817	Ready
LW65	5	11129.17636	394.56044	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	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	6602.04–49923.62 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	-0.24758	-0.24758	8968.88	7687.82	7687.82	True
LW60	0.17	-0.13564	-0.13564	8968.88	8102.80	8102.80	True
LW60	0.33	-0.06825	-0.06825	8968.88	8352.60	8352.60	True
LW60	0.50	-0.02550	-0.02550	8968.88	8511.10	8511.10	True
LW60	0.67	0.00741	0.00741	8968.88	8633.10	8633.10	True
LW60	0.83	0.03365	0.03365	8968.88	8730.36	8730.36	True
LW60	1.00	0.05268	0.05268	8968.88	8800.90	8800.90	True
LW60	1.17	0.06743	0.06743	8968.88	8855.60	8855.60	True
LW60	1.33	0.07925	0.07925	8968.88	8899.40	8899.40	True
LW60	1.50	0.08842	0.08842	8968.88	8933.40	8933.40	True
LW60	1.67	0.09541	0.09541	8968.88	8959.30	8959.30	True
LW60	1.83	0.10058	0.10058	8968.88	8978.45	8978.45	True
LW60	2.00	0.10493	0.10493	8968.88	8994.60	8994.60	True
LW60	2.17	0.10855	0.10855	8968.88	9008.00	9008.00	True
LW60	2.33	0.11405	0.11405	8968.88	9028.40	9028.40	True
LW60	2.50	0.11912	0.11912	8968.88	9047.20	9047.20	True
LW60	2.67	0.12230	0.12230	8968.88	9059.00	9059.00	True
LW60	2.83	0.12811	0.12811	8968.88	9080.55	9080.55	True
LW60	3.00	0.12802	0.12802	8968.88	9080.20	9080.20	True
LW60	3.17	0.12797	0.12797	8968.88	9080.00	9080.00	True
LW60	3.33	0.13245	0.13245	8968.88	9096.60	9096.60	True
LW60	3.50	0.13379	0.13379	8968.88	9101.60	9101.60	True
LW60	3.67	0.13444	0.13444	8968.88	9104.00	9104.00	True
LW60	3.83	0.13449	0.13449	8968.88	9104.18	9104.18	True
LW60	4.00	0.13450	0.13450	8968.88	9104.20	9104.20	True
LW60	4.17	0.13390	0.13390	8968.88	9102.00	9102.00	True
LW60	4.33	0.13417	0.13417	8968.88	9103.00	9103.00	True
LW60	4.50	0.13433	0.13433	8968.88	9103.60	9103.60	True
LW60	4.67	0.13379	0.13379	8968.88	9101.60	9101.60	True
LW60	4.83	0.13390	0.13390	8968.88	9102.00	9102.00	True
LW60	5.00	0.13401	0.13401	8968.88	9102.40	9102.40	True
LW60	5.17	0.13417	0.13417	8968.88	9103.00	9103.00	True
LW60	5.33	0.13849	0.13849	8968.88	9119.00	9119.00	True
LW60	5.50	0.13741	0.13741	8968.88	9115.00	9115.00	True
LW60	5.67	0.13779	0.13779	8968.88	9116.40	9116.40	True
LW60	5.83	0.14072	0.14072	8968.88	9127.27	9127.27	True
LW60	6.00	0.14054	0.14054	8968.88	9126.60	9126.60	True
LW60	6.17	0.14119	0.14119	8968.88	9129.00	9129.00	True
LW60	6.33	0.14102	0.14102	8968.88	9128.40	9128.40	True
LW60	6.50	0.14086	0.14086	8968.88	9127.80	9127.80	True
LW60	6.67	0.14070	0.14070	8968.88	9127.20	9127.20	True
LW60	6.83	0.14052	0.14052	8968.88	9126.55	9126.55	True
LW60	7.00	0.14194	0.14194	8968.88	9131.80	9131.80	True
LW60	7.17	0.14070	0.14070	8968.88	9127.20	9127.20	True
LW60	7.33	0.14485	0.14485	8968.88	9142.60	9142.60	True
LW60	7.50	0.14728	0.14728	8968.88	9151.60	9151.60	True
LW60	7.67	0.14701	0.14701	8968.88	9150.60	9150.60	True
LW60	7.83	0.14719	0.14719	8968.88	9151.27	9151.27	True
LW60	8.00	0.15117	0.15117	8968.88	9166.00	9166.00	True
LW60	8.17	0.14901	0.14901	8968.88	9158.00	9158.00	True
LW60	8.33	0.14663	0.14663	8968.88	9149.20	9149.20	True
LW60	8.50	0.14717	0.14717	8968.88	9151.20	9151.20	True
LW60	8.67	0.14966	0.14966	8968.88	9160.40	9160.40	True
LW60	8.83	0.15166	0.15166	8968.88	9167.82	9167.82	True
LW60	9.00	0.15462	0.15462	8968.88	9178.80	9178.80	True
LW60	9.17	0.15484	0.15484	8968.88	9179.60	9179.60	True
LW60	9.33	0.15974	0.15974	8968.88	9197.80	9197.80	True
LW60	9.50	0.15947	0.15947	8968.88	9196.80	9196.80	True
LW60	9.67	0.16082	0.16082	8968.88	9201.80	9201.80	True
LW60	9.83	0.16483	0.16483	8968.88	9216.64	9216.64	True
LW60	10.00	0.16719	0.16719	8968.88	9225.40	9225.40	True
LW60	10.17	0.16681	0.16681	8968.88	9224.00	9224.00	True
LW60	10.33	0.16816	0.16816	8968.88	9229.00	9229.00	True
LW60	10.50	0.16997	0.16997	8968.88	9235.70	9235.70	True
LW60	10.67	0.17253	0.17253	8968.88	9245.20	9245.20	True
LW60	10.83	0.17302	0.17302	8968.88	9247.00	9247.00	True
LW60	11.00	0.17337	0.17337	8968.88	9248.30	9248.30	True
LW60	11.17	0.17372	0.17372	8968.88	9249.60	9249.60	True
LW60	11.33	0.17323	0.17323	8968.88	9247.80	9247.80	True
LW60	11.50	0.17248	0.17248	8968.88	9245.00	9245.00	True
LW60	11.67	0.17776	0.17776	8968.88	9264.60	9264.60	True
LW60	11.83	0.17910	0.17910	8968.88	9269.55	9269.55	True
LW60	12.00	0.18132	0.18132	8968.88	9277.80	9277.80	True
LW60	12.17	0.18580	0.18580	8968.88	9294.40	9294.40	True
LW60	12.33	0.18580	0.18580	8968.88	9294.40	9294.40	True
LW60	12.50	0.18559	0.18559	8968.88	9293.60	9293.60	True
LW60	12.67	0.18615	0.18615	8968.88	9295.70	9295.70	True
LW60	12.83	0.18675	0.18675	8968.88	9297.91	9297.91	True
LW60	13.00	0.19060	0.19060	8968.88	9312.20	9312.20	True
LW60	13.17	0.19206	0.19206	8968.88	9317.60	9317.60	True
LW65	0.00	-0.43681	-0.43681	11957.75	9281.45	9281.45	True
LW65	0.17	-0.25621	-0.25621	11957.75	10045.40	10045.40	True
LW65	0.33	-0.13441	-0.13441	11957.75	10560.60	10560.60	True
LW65	0.50	-0.04659	-0.04659	11957.75	10932.10	10932.10	True
LW65	0.67	0.01561	0.01561	11957.75	11195.20	11195.20	True
LW65	0.83	0.06478	0.06478	11957.75	11403.18	11403.18	True
LW65	1.00	0.10062	0.10062	11957.75	11554.80	11554.80	True
LW65	1.17	0.12537	0.12537	11957.75	11659.50	11659.50	True
LW65	1.33	0.15303	0.15303	11957.75	11776.50	11776.50	True
LW65	1.50	0.17209	0.17209	11957.75	11857.10	11857.10	True
LW65	1.67	0.18733	0.18733	11957.75	11921.60	11921.60	True
LW65	1.83	0.20443	0.20443	11957.75	11993.91	11993.91	True
LW65	2.00	0.21707	0.21707	11957.75	12047.40	12047.40	True
LW65	2.17	0.22629	0.22629	11957.75	12086.40	12086.40	True
LW65	2.33	0.23601	0.23601	11957.75	12127.50	12127.50	True
LW65	2.50	0.24674	0.24674	11957.75	12172.90	12172.90	True
LW65	2.67	0.25639	0.25639	11957.75	12213.70	12213.70	True
LW65	2.83	0.26031	0.26031	11957.75	12230.27	12230.27	True
LW65	3.00	0.26580	0.26580	11957.75	12253.50	12253.50	True
LW65	3.17	0.27343	0.27343	11957.75	12285.80	12285.80	True
LW65	3.33	0.27835	0.27835	11957.75	12306.60	12306.60	True
LW65	3.50	0.28312	0.28312	11957.75	12326.80	12326.80	True
LW65	3.67	0.28792	0.28792	11957.75	12347.10	12347.10	True
LW65	3.83	0.29166	0.29166	11957.75	12362.91	12362.91	True
LW65	4.00	0.29636	0.29636	11957.75	12382.80	12382.80	True
LW65	4.17	0.29922	0.29922	11957.75	12394.90	12394.90	True
LW65	4.33	0.29835	0.29835	11957.75	12391.20	12391.20	True
LW65	4.50	0.30097	0.30097	11957.75	12402.30	12402.30	True
LW65	4.67	0.30327	0.30327	11957.75	12412.00	12412.00	True
LW65	4.83	0.30615	0.30615	11957.75	12424.18	12424.18	True
LW65	5.00	0.30948	0.30948	11957.75	12438.30	12438.30	True
LW65	5.17	0.31152	0.31152	11957.75	12446.90	12446.90	True
LW65	5.33	0.31485	0.31485	11957.75	12461.00	12461.00	True
LW65	5.50	0.31632	0.31632	11957.75	12467.20	12467.20	True
LW65	5.67	0.31840	0.31840	11957.75	12476.00	12476.00	True
LW65	5.83	0.32317	0.32317	11957.75	12496.18	12496.18	True
LW65	6.00	0.32336	0.32336	11957.75	12497.00	12497.00	True
LW65	6.17	0.32714	0.32714	11957.75	12513.00	12513.00	True
LW65	6.33	0.32752	0.32752	11957.75	12514.60	12514.60	True
LW65	6.50	0.32854	0.32854	11957.75	12518.90	12518.90	True
LW65	6.67	0.33015	0.33015	11957.75	12525.70	12525.70	True
LW65	6.83	0.33303	0.33303	11957.75	12537.91	12537.91	True
LW65	7.00	0.33511	0.33511	11957.75	12546.70	12546.70	True
LW65	7.17	0.33497	0.33497	11957.75	12546.10	12546.10	True
LW65	7.33	0.33762	0.33762	11957.75	12557.30	12557.30	True
LW65	7.50	0.33929	0.33929	11957.75	12564.40	12564.40	True
LW65	7.67	0.34012	0.34012	11957.75	12567.90	12567.90	True
LW65	7.83	0.34146	0.34146	11957.75	12573.55	12573.55	True
LW65	8.00	0.34944	0.34944	11957.75	12607.30	12607.30	True
LW65	8.17	0.34679	0.34679	11957.75	12596.10	12596.10	True
LW65	8.33	0.34565	0.34565	11957.75	12591.30	12591.30	True
LW65	8.50	0.34870	0.34870	11957.75	12604.20	12604.20	True
LW65	8.67	0.35100	0.35100	11957.75	12613.90	12613.90	True
LW65	8.83	0.35334	0.35334	11957.75	12623.82	12623.82	True
LW65	9.00	0.35691	0.35691	11957.75	12638.90	12638.90	True
LW65	9.17	0.35932	0.35932	11957.75	12649.10	12649.10	True
LW65	9.33	0.36206	0.36206	11957.75	12660.70	12660.70	True
LW65	9.50	0.36294	0.36294	11957.75	12664.40	12664.40	True
LW65	9.67	0.36523	0.36523	11957.75	12674.10	12674.10	True
LW65	9.83	0.36710	0.36710	11957.75	12682.00	12682.00	True
LW65	10.00	0.37111	0.37111	11957.75	12699.00	12699.00	True
LW65	10.17	0.37123	0.37123	11957.75	12699.50	12699.50	True
LW65	10.33	0.37197	0.37197	11957.75	12702.60	12702.60	True
LW65	10.50	0.37426	0.37426	11957.75	12712.30	12712.30	True
LW65	10.67	0.37473	0.37473	11957.75	12714.30	12714.30	True
LW65	10.83	0.37604	0.37604	11957.75	12719.82	12719.82	True
LW65	11.00	0.37641	0.37641	11957.75	12721.40	12721.40	True
LW65	11.17	0.37665	0.37665	11957.75	12722.40	12722.40	True
LW65	11.33	0.37684	0.37684	11957.75	12723.20	12723.20	True
LW65	11.50	0.37653	0.37653	11957.75	12721.90	12721.90	True
LW65	11.67	0.37967	0.37967	11957.75	12735.20	12735.20	True
LW65	11.83	0.37829	0.37829	11957.75	12729.36	12729.36	True
LW65	12.00	0.38211	0.38211	11957.75	12745.50	12745.50	True
LW65	12.17	0.38426	0.38426	11957.75	12754.60	12754.60	True
LW65	12.33	0.38244	0.38244	11957.75	12746.90	12746.90	True
LW65	12.50	0.38279	0.38279	11957.75	12748.40	12748.40	True
LW65	12.67	0.38407	0.38407	11957.75	12753.80	12753.80	True
LW65	12.83	0.38809	0.38809	11957.75	12770.82	12770.82	True
LW65	13.00	0.38790	0.38790	11957.75	12770.00	12770.00	True
LW65	13.17	0.38934	0.38934	11957.75	12776.10	12776.10	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