2026-03-27 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 lugdunensis
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus lugdunensis | Run: 2026-03-27 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	2026-03-27 inc5	Run date	2026-03-27
Media	LB	Incubator	inc5
Well file	2026-03-27 C4.xlsx	Well ID	C4
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 49576	Preprocessing	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	5.94327	2.0-42.0 h
LW60	end_norm	0.23709	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.23709	2.0-42.0 h
LW60	max_norm	0.23709	2.0-42.0 h
LW60	min_norm	0.00650	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	0.00588	2.0-42.0 h
LW61	auc_norm	18.88808	2.0-42.0 h
LW61	end_norm	0.71453	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.71453	2.0-42.0 h
LW61	max_norm	0.71453	2.0-42.0 h
LW61	min_norm	0.01916	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	0.01685	2.0-42.0 h
LW62	auc_norm	-22.40358	2.0-42.0 h
LW62	end_norm	-0.67485	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.67485	2.0-42.0 h
LW62	max_norm	-0.08738	2.0-42.0 h
LW62	min_norm	-0.67485	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	-0.00725	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	0.09581	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	1.00000	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	2.74251	2.0-42.0 h
LW65	end_norm	0.11441	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.11441	2.0-42.0 h
LW65	max_norm	0.11441	2.0-42.0 h
LW65	min_norm	0.00472	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	0.00275	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 LB-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 522 source points

Control overlay: mean of 8 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	14549.56182	319.27351	Ready
LW65	5	6277.38909	110.24940	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	0.00–67.83 h	4862.27–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4862.27–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4862.27–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4862.27–48539.60 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	0.00–67.83 h	-1.00000–0.76413 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–0.76413 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–0.76413 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–0.76413 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	-1.00000	-1.00000	15410.16	8585.64	8585.64	True
LW60	0.17	-0.18977	-0.18977	15410.16	13417.80	13417.80	True
LW60	0.33	-0.07749	-0.07749	15410.16	14087.40	14087.40	True
LW60	0.50	-0.02548	-0.02548	15410.16	14397.60	14397.60	True
LW60	0.67	0.00926	0.00926	15410.16	14604.80	14604.80	True
LW60	0.83	0.03396	0.03396	15410.16	14752.10	14752.10	True
LW60	1.00	0.05975	0.05975	15410.16	14905.91	14905.91	True
LW60	1.17	0.08441	0.08441	15410.16	15053.00	15053.00	True
LW60	1.33	0.10442	0.10442	15410.16	15172.30	15172.30	True
LW60	1.50	0.12315	0.12315	15410.16	15284.00	15284.00	True
LW60	1.67	0.13784	0.13784	15410.16	15371.60	15371.60	True
LW60	1.83	0.15077	0.15077	15410.16	15448.73	15448.73	True
LW60	2.00	0.16111	0.16111	15410.16	15510.40	15510.40	True
LW60	2.17	0.16870	0.16870	15410.16	15555.70	15555.70	True
LW60	2.33	0.17583	0.17583	15410.16	15598.20	15598.20	True
LW60	2.50	0.18076	0.18076	15410.16	15627.60	15627.60	True
LW60	2.67	0.18483	0.18483	15410.16	15651.90	15651.90	True
LW60	2.83	0.18784	0.18784	15410.16	15669.82	15669.82	True
LW60	3.00	0.19116	0.19116	15410.16	15689.60	15689.60	True
LW60	3.17	0.19464	0.19464	15410.16	15710.40	15710.40	True
LW60	3.33	0.19780	0.19780	15410.16	15729.20	15729.20	True
LW60	3.50	0.20006	0.20006	15410.16	15742.70	15742.70	True
LW60	3.67	0.20413	0.20413	15410.16	15767.00	15767.00	True
LW60	3.83	0.20619	0.20619	15410.16	15779.27	15779.27	True
LW60	4.00	0.20911	0.20911	15410.16	15796.70	15796.70	True
LW60	4.17	0.21047	0.21047	15410.16	15804.80	15804.80	True
LW60	4.33	0.21319	0.21319	15410.16	15821.00	15821.00	True
LW60	4.50	0.21636	0.21636	15410.16	15839.90	15839.90	True
LW60	4.67	0.21990	0.21990	15410.16	15861.00	15861.00	True
LW60	4.83	0.22207	0.22207	15410.16	15874.00	15874.00	True
LW60	5.00	0.22253	0.22253	15410.16	15876.70	15876.70	True
LW60	5.17	0.22615	0.22615	15410.16	15898.30	15898.30	True
LW60	5.33	0.22751	0.22751	15410.16	15906.40	15906.40	True
LW60	5.50	0.23068	0.23068	15410.16	15925.30	15925.30	True
LW60	5.67	0.23203	0.23203	15410.16	15933.40	15933.40	True
LW60	5.83	0.23566	0.23566	15410.16	15955.00	15955.00	True
LW60	6.00	0.23566	0.23566	15410.16	15955.00	15955.00	True
LW60	6.17	0.23973	0.23973	15410.16	15979.30	15979.30	True
LW60	6.33	0.24018	0.24018	15410.16	15982.00	15982.00	True
LW60	6.50	0.24335	0.24335	15410.16	16000.90	16000.90	True
LW60	6.67	0.24562	0.24562	15410.16	16014.40	16014.40	True
LW60	6.83	0.24718	0.24718	15410.16	16023.73	16023.73	True
LW60	7.00	0.24969	0.24969	15410.16	16038.70	16038.70	True
LW60	7.17	0.25377	0.25377	15410.16	16063.00	16063.00	True
LW60	7.33	0.25739	0.25739	15410.16	16084.60	16084.60	True
LW60	7.50	0.25965	0.25965	15410.16	16098.10	16098.10	True
LW60	7.67	0.26282	0.26282	15410.16	16117.00	16117.00	True
LW60	7.83	0.26694	0.26694	15410.16	16141.55	16141.55	True
LW60	8.00	0.27142	0.27142	15410.16	16168.30	16168.30	True
LW60	8.17	0.27369	0.27369	15410.16	16181.80	16181.80	True
LW60	8.33	0.27821	0.27821	15410.16	16208.80	16208.80	True
LW60	8.50	0.28410	0.28410	15410.16	16243.90	16243.90	True
LW60	8.67	0.28863	0.28863	15410.16	16270.90	16270.90	True
LW60	8.83	0.29328	0.29328	15410.16	16298.64	16298.64	True
LW60	9.00	0.29904	0.29904	15410.16	16333.00	16333.00	True
LW60	9.17	0.30402	0.30402	15410.16	16362.70	16362.70	True
LW60	9.33	0.31171	0.31171	15410.16	16408.60	16408.60	True
LW60	9.50	0.31850	0.31850	15410.16	16449.10	16449.10	True
LW60	9.67	0.32348	0.32348	15410.16	16478.80	16478.80	True
LW60	9.83	0.33120	0.33120	15410.16	16524.82	16524.82	True
LW60	10.00	0.34267	0.34267	15410.16	16593.20	16593.20	True
LW60	10.17	0.35588	0.35588	15410.16	16672.00	16672.00	True
LW60	10.33	0.36728	0.36728	15410.16	16740.00	16740.00	True
LW60	10.50	0.37875	0.37875	15410.16	16808.40	16808.40	True
LW60	10.67	0.39203	0.39203	15410.16	16887.60	16887.60	True
LW60	10.83	0.40271	0.40271	15410.16	16951.27	16951.27	True
LW60	11.00	0.41172	0.41172	15410.16	17005.00	17005.00	True
LW60	11.17	0.42047	0.42047	15410.16	17057.20	17057.20	True
LW60	11.33	0.42788	0.42788	15410.16	17101.40	17101.40	True
LW60	11.50	0.43241	0.43241	15410.16	17128.40	17128.40	True
LW60	11.67	0.43744	0.43744	15410.16	17158.40	17158.40	True
LW60	11.83	0.44113	0.44113	15410.16	17180.45	17180.45	True
LW60	12.00	0.44525	0.44525	15410.16	17205.00	17205.00	True
LW60	12.17	0.44713	0.44713	15410.16	17216.20	17216.20	True
LW60	12.33	0.44948	0.44948	15410.16	17230.20	17230.20	True
LW60	12.50	0.45040	0.45040	15410.16	17235.70	17235.70	True
LW60	12.67	0.45311	0.45311	15410.16	17251.90	17251.90	True
LW60	12.83	0.45533	0.45533	15410.16	17265.09	17265.09	True
LW60	13.00	0.45776	0.45776	15410.16	17279.60	17279.60	True
LW60	13.17	0.45917	0.45917	15410.16	17288.00	17288.00	True
LW65	0.00	-1.00000	-1.00000	6526.31	4862.27	4862.27	True
LW65	0.17	-0.30442	-0.30442	6526.31	5846.60	5846.60	True
LW65	0.33	-0.11546	-0.11546	6526.31	6114.00	6114.00	True
LW65	0.50	-0.03434	-0.03434	6526.31	6228.80	6228.80	True
LW65	0.67	0.01520	0.01520	6526.31	6298.90	6298.90	True
LW65	0.83	0.05181	0.05181	6526.31	6350.70	6350.70	True
LW65	1.00	0.08279	0.08279	6526.31	6394.55	6394.55	True
LW65	1.17	0.11265	0.11265	6526.31	6436.80	6436.80	True
LW65	1.33	0.13335	0.13335	6526.31	6466.10	6466.10	True
LW65	1.50	0.15448	0.15448	6526.31	6496.00	6496.00	True
LW65	1.67	0.16847	0.16847	6526.31	6515.80	6515.80	True
LW65	1.83	0.18333	0.18333	6526.31	6536.82	6536.82	True
LW65	2.00	0.19766	0.19766	6526.31	6557.10	6557.10	True
LW65	2.17	0.20579	0.20579	6526.31	6568.60	6568.60	True
LW65	2.33	0.21879	0.21879	6526.31	6587.00	6587.00	True
LW65	2.50	0.21879	0.21879	6526.31	6587.00	6587.00	True
LW65	2.67	0.22345	0.22345	6526.31	6593.60	6593.60	True
LW65	2.83	0.23009	0.23009	6526.31	6603.00	6603.00	True
LW65	3.00	0.23433	0.23433	6526.31	6609.00	6609.00	True
LW65	3.17	0.23433	0.23433	6526.31	6609.00	6609.00	True
LW65	3.33	0.24246	0.24246	6526.31	6620.50	6620.50	True
LW65	3.50	0.24896	0.24896	6526.31	6629.70	6629.70	True
LW65	3.67	0.25059	0.25059	6526.31	6632.00	6632.00	True
LW65	3.83	0.25059	0.25059	6526.31	6632.00	6632.00	True
LW65	4.00	0.25059	0.25059	6526.31	6632.00	6632.00	True
LW65	4.17	0.25384	0.25384	6526.31	6636.60	6636.60	True
LW65	4.33	0.26196	0.26196	6526.31	6648.10	6648.10	True
LW65	4.50	0.26684	0.26684	6526.31	6655.00	6655.00	True
LW65	4.67	0.26684	0.26684	6526.31	6655.00	6655.00	True
LW65	4.83	0.26684	0.26684	6526.31	6655.00	6655.00	True
LW65	5.00	0.26684	0.26684	6526.31	6655.00	6655.00	True
LW65	5.17	0.26684	0.26684	6526.31	6655.00	6655.00	True
LW65	5.33	0.27172	0.27172	6526.31	6661.90	6661.90	True
LW65	5.50	0.27659	0.27659	6526.31	6668.80	6668.80	True
LW65	5.67	0.28309	0.28309	6526.31	6678.00	6678.00	True
LW65	5.83	0.28309	0.28309	6526.31	6678.00	6678.00	True
LW65	6.00	0.28309	0.28309	6526.31	6678.00	6678.00	True
LW65	6.17	0.28309	0.28309	6526.31	6678.00	6678.00	True
LW65	6.33	0.28309	0.28309	6526.31	6678.00	6678.00	True
LW65	6.50	0.28309	0.28309	6526.31	6678.00	6678.00	True
LW65	6.67	0.28309	0.28309	6526.31	6678.00	6678.00	True
LW65	6.83	0.28592	0.28592	6526.31	6682.00	6682.00	True
LW65	7.00	0.28931	0.28931	6526.31	6686.80	6686.80	True
LW65	7.17	0.29864	0.29864	6526.31	6700.00	6700.00	True
LW65	7.33	0.29864	0.29864	6526.31	6700.00	6700.00	True
LW65	7.50	0.29864	0.29864	6526.31	6700.00	6700.00	True
LW65	7.67	0.29864	0.29864	6526.31	6700.00	6700.00	True
LW65	7.83	0.29864	0.29864	6526.31	6700.00	6700.00	True
LW65	8.00	0.29864	0.29864	6526.31	6700.00	6700.00	True
LW65	8.17	0.31002	0.31002	6526.31	6716.10	6716.10	True
LW65	8.33	0.31164	0.31164	6526.31	6718.40	6718.40	True
LW65	8.50	0.31489	0.31489	6526.31	6723.00	6723.00	True
LW65	8.67	0.31489	0.31489	6526.31	6723.00	6723.00	True
LW65	8.83	0.31637	0.31637	6526.31	6725.09	6725.09	True
LW65	9.00	0.32465	0.32465	6526.31	6736.80	6736.80	True
LW65	9.17	0.32465	0.32465	6526.31	6736.80	6736.80	True
LW65	9.33	0.33115	0.33115	6526.31	6746.00	6746.00	True
LW65	9.50	0.33115	0.33115	6526.31	6746.00	6746.00	True
LW65	9.67	0.33115	0.33115	6526.31	6746.00	6746.00	True
LW65	9.83	0.33115	0.33115	6526.31	6746.00	6746.00	True
LW65	10.00	0.33602	0.33602	6526.31	6752.90	6752.90	True
LW65	10.17	0.34577	0.34577	6526.31	6766.70	6766.70	True
LW65	10.33	0.34740	0.34740	6526.31	6769.00	6769.00	True
LW65	10.50	0.34740	0.34740	6526.31	6769.00	6769.00	True
LW65	10.67	0.35206	0.35206	6526.31	6775.60	6775.60	True
LW65	10.83	0.36295	0.36295	6526.31	6791.00	6791.00	True
LW65	11.00	0.36295	0.36295	6526.31	6791.00	6791.00	True
LW65	11.17	0.36295	0.36295	6526.31	6791.00	6791.00	True
LW65	11.33	0.36782	0.36782	6526.31	6797.90	6797.90	True
LW65	11.50	0.36457	0.36457	6526.31	6793.30	6793.30	True
LW65	11.67	0.37107	0.37107	6526.31	6802.50	6802.50	True
LW65	11.83	0.37920	0.37920	6526.31	6814.00	6814.00	True
LW65	12.00	0.37920	0.37920	6526.31	6814.00	6814.00	True
LW65	12.17	0.38082	0.38082	6526.31	6816.30	6816.30	True
LW65	12.33	0.37920	0.37920	6526.31	6814.00	6814.00	True
LW65	12.50	0.37920	0.37920	6526.31	6814.00	6814.00	True
LW65	12.67	0.38082	0.38082	6526.31	6816.30	6816.30	True
LW65	12.83	0.39250	0.39250	6526.31	6832.82	6832.82	True
LW65	13.00	0.39545	0.39545	6526.31	6837.00	6837.00	True
LW65	13.17	0.39545	0.39545	6526.31	6837.00	6837.00	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