2026-03-27 B3.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: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus epidermidis | 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 B3.xlsx	Well ID	B3
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 12228	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	5.28699	2.0-42.0 h
LW60	end_norm	0.19257	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.19263	2.0-42.0 h
LW60	max_norm	0.19263	2.0-42.0 h
LW60	min_norm	0.00795	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	0.00430	2.0-42.0 h
LW61	auc_norm	21.14447	2.0-42.0 h
LW61	end_norm	0.72625	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.72633	2.0-42.0 h
LW61	max_norm	0.72633	2.0-42.0 h
LW61	min_norm	0.03312	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	0.01435	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	0.11743	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	0.13278	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.05021	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	3.49665	2.0-42.0 h
LW64	end_norm	0.11467	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.11485	2.0-42.0 h
LW64	max_norm	0.11485	2.0-42.0 h
LW64	min_norm	0.00557	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	0.00210	2.0-42.0 h
LW65	auc_norm	7.31085	2.0-42.0 h
LW65	end_norm	0.24665	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.24665	2.0-42.0 h
LW65	max_norm	0.24665	2.0-42.0 h
LW65	min_norm	0.01130	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	0.00492	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	8241.53273	269.60650	Ready
LW65	5	8351.35091	300.09665	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	5231.72–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	5231.72–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	5231.72–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	5231.72–48539.60 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	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–1.00000 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	-1.00000	-1.00000	8921.09	5392.82	5392.82	True
LW60	0.17	-0.22980	-0.22980	8921.09	7586.90	7586.90	True
LW60	0.33	-0.13200	-0.13200	8921.09	7865.50	7865.50	True
LW60	0.50	-0.05182	-0.05182	8921.09	8093.90	8093.90	True
LW60	0.67	0.01305	0.01305	8921.09	8278.70	8278.70	True
LW60	0.83	0.06342	0.06342	8921.09	8422.20	8422.20	True
LW60	1.00	0.10736	0.10736	8921.09	8547.36	8547.36	True
LW60	1.17	0.14704	0.14704	8921.09	8660.40	8660.40	True
LW60	1.33	0.18193	0.18193	8921.09	8759.80	8759.80	True
LW60	1.50	0.20763	0.20763	8921.09	8833.00	8833.00	True
LW60	1.67	0.23009	0.23009	8921.09	8897.00	8897.00	True
LW60	1.83	0.24701	0.24701	8921.09	8945.18	8945.18	True
LW60	2.00	0.26344	0.26344	8921.09	8992.00	8992.00	True
LW60	2.17	0.27825	0.27825	8921.09	9034.20	9034.20	True
LW60	2.33	0.28843	0.28843	8921.09	9063.20	9063.20	True
LW60	2.50	0.29581	0.29581	8921.09	9084.20	9084.20	True
LW60	2.67	0.30079	0.30079	8921.09	9098.40	9098.40	True
LW60	2.83	0.30703	0.30703	8921.09	9116.18	9116.18	True
LW60	3.00	0.31673	0.31673	8921.09	9143.80	9143.80	True
LW60	3.17	0.31757	0.31757	8921.09	9146.20	9146.20	True
LW60	3.33	0.32607	0.32607	8921.09	9170.40	9170.40	True
LW60	3.50	0.33028	0.33028	8921.09	9182.40	9182.40	True
LW60	3.67	0.33449	0.33449	8921.09	9194.40	9194.40	True
LW60	3.83	0.33808	0.33808	8921.09	9204.64	9204.64	True
LW60	4.00	0.34442	0.34442	8921.09	9222.70	9222.70	True
LW60	4.17	0.35092	0.35092	8921.09	9241.20	9241.20	True
LW60	4.33	0.35176	0.35176	8921.09	9243.60	9243.60	True
LW60	4.50	0.35864	0.35864	8921.09	9263.20	9263.20	True
LW60	4.67	0.35948	0.35948	8921.09	9265.60	9265.60	True
LW60	4.83	0.36163	0.36163	8921.09	9271.73	9271.73	True
LW60	5.00	0.36791	0.36791	8921.09	9289.60	9289.60	True
LW60	5.17	0.36959	0.36959	8921.09	9294.40	9294.40	True
LW60	5.33	0.37444	0.37444	8921.09	9308.20	9308.20	True
LW60	5.50	0.37626	0.37626	8921.09	9313.40	9313.40	True
LW60	5.67	0.37640	0.37640	8921.09	9313.80	9313.80	True
LW60	5.83	0.38014	0.38014	8921.09	9324.45	9324.45	True
LW60	6.00	0.38455	0.38455	8921.09	9337.00	9337.00	True
LW60	6.17	0.38567	0.38567	8921.09	9340.20	9340.20	True
LW60	6.33	0.39213	0.39213	8921.09	9358.60	9358.60	True
LW60	6.50	0.39297	0.39297	8921.09	9361.00	9361.00	True
LW60	6.67	0.39571	0.39571	8921.09	9368.80	9368.80	True
LW60	6.83	0.39916	0.39916	8921.09	9378.64	9378.64	True
LW60	7.00	0.40154	0.40154	8921.09	9385.40	9385.40	True
LW60	7.17	0.40912	0.40912	8921.09	9407.00	9407.00	True
LW60	7.33	0.41003	0.41003	8921.09	9409.60	9409.60	True
LW60	7.50	0.40989	0.40989	8921.09	9409.20	9409.20	True
LW60	7.67	0.41825	0.41825	8921.09	9433.00	9433.00	True
LW60	7.83	0.41837	0.41837	8921.09	9433.36	9433.36	True
LW60	8.00	0.42169	0.42169	8921.09	9442.80	9442.80	True
LW60	8.17	0.42688	0.42688	8921.09	9457.60	9457.60	True
LW60	8.33	0.42843	0.42843	8921.09	9462.00	9462.00	True
LW60	8.50	0.43257	0.43257	8921.09	9473.80	9473.80	True
LW60	8.67	0.43861	0.43861	8921.09	9491.00	9491.00	True
LW60	8.83	0.44205	0.44205	8921.09	9500.82	9500.82	True
LW60	9.00	0.44450	0.44450	8921.09	9507.80	9507.80	True
LW60	9.17	0.44865	0.44865	8921.09	9519.60	9519.60	True
LW60	9.33	0.45216	0.45216	8921.09	9529.60	9529.60	True
LW60	9.50	0.45869	0.45869	8921.09	9548.20	9548.20	True
LW60	9.67	0.46297	0.46297	8921.09	9560.40	9560.40	True
LW60	9.83	0.46809	0.46809	8921.09	9575.00	9575.00	True
LW60	10.00	0.47146	0.47146	8921.09	9584.60	9584.60	True
LW60	10.17	0.47736	0.47736	8921.09	9601.40	9601.40	True
LW60	10.33	0.48143	0.48143	8921.09	9613.00	9613.00	True
LW60	10.50	0.48565	0.48565	8921.09	9625.00	9625.00	True
LW60	10.67	0.49414	0.49414	8921.09	9649.20	9649.20	True
LW60	10.83	0.50020	0.50020	8921.09	9666.45	9666.45	True
LW60	11.00	0.50671	0.50671	8921.09	9685.00	9685.00	True
LW60	11.17	0.51261	0.51261	8921.09	9701.80	9701.80	True
LW60	11.33	0.51942	0.51942	8921.09	9721.20	9721.20	True
LW60	11.50	0.52356	0.52356	8921.09	9733.00	9733.00	True
LW60	11.67	0.52784	0.52784	8921.09	9745.20	9745.20	True
LW60	11.83	0.53007	0.53007	8921.09	9751.55	9751.55	True
LW60	12.00	0.53711	0.53711	8921.09	9771.60	9771.60	True
LW60	12.17	0.54462	0.54462	8921.09	9793.00	9793.00	True
LW60	12.33	0.54975	0.54975	8921.09	9807.60	9807.60	True
LW60	12.50	0.55227	0.55227	8921.09	9814.80	9814.80	True
LW60	12.67	0.55894	0.55894	8921.09	9833.80	9833.80	True
LW60	12.83	0.56323	0.56323	8921.09	9846.00	9846.00	True
LW60	13.00	0.56832	0.56832	8921.09	9860.50	9860.50	True
LW60	13.17	0.57260	0.57260	8921.09	9872.70	9872.70	True
LW65	0.00	-0.83801	-0.83801	9190.94	5733.45	5733.45	True
LW65	0.17	-0.26097	-0.26097	9190.94	7536.10	7536.10	True
LW65	0.33	-0.13382	-0.13382	9190.94	7933.30	7933.30	True
LW65	0.50	-0.05095	-0.05095	9190.94	8192.20	8192.20	True
LW65	0.67	0.01055	0.01055	9190.94	8384.30	8384.30	True
LW65	0.83	0.06343	0.06343	9190.94	8549.50	8549.50	True
LW65	1.00	0.11079	0.11079	9190.94	8697.45	8697.45	True
LW65	1.17	0.15645	0.15645	9190.94	8840.10	8840.10	True
LW65	1.33	0.19368	0.19368	9190.94	8956.40	8956.40	True
LW65	1.50	0.22646	0.22646	9190.94	9058.80	9058.80	True
LW65	1.67	0.25681	0.25681	9190.94	9153.60	9153.60	True
LW65	1.83	0.28071	0.28071	9190.94	9228.27	9228.27	True
LW65	2.00	0.30201	0.30201	9190.94	9294.80	9294.80	True
LW65	2.17	0.32089	0.32089	9190.94	9353.80	9353.80	True
LW65	2.33	0.33863	0.33863	9190.94	9409.20	9409.20	True
LW65	2.50	0.35316	0.35316	9190.94	9454.60	9454.60	True
LW65	2.67	0.36558	0.36558	9190.94	9493.40	9493.40	True
LW65	2.83	0.37860	0.37860	9190.94	9534.09	9534.09	True
LW65	3.00	0.39087	0.39087	9190.94	9572.40	9572.40	True
LW65	3.17	0.39778	0.39778	9190.94	9594.00	9594.00	True
LW65	3.33	0.40706	0.40706	9190.94	9623.00	9623.00	True
LW65	3.50	0.41552	0.41552	9190.94	9649.40	9649.40	True
LW65	3.67	0.42243	0.42243	9190.94	9671.00	9671.00	True
LW65	3.83	0.43221	0.43221	9190.94	9701.55	9701.55	True
LW65	4.00	0.44016	0.44016	9190.94	9726.40	9726.40	True
LW65	4.17	0.44849	0.44849	9190.94	9752.40	9752.40	True
LW65	4.33	0.45540	0.45540	9190.94	9774.00	9774.00	True
LW65	4.50	0.46244	0.46244	9190.94	9796.00	9796.00	True
LW65	4.67	0.46859	0.46859	9190.94	9815.20	9815.20	True
LW65	4.83	0.47621	0.47621	9190.94	9839.00	9839.00	True
LW65	5.00	0.48018	0.48018	9190.94	9851.40	9851.40	True
LW65	5.17	0.48559	0.48559	9190.94	9868.30	9868.30	True
LW65	5.33	0.49253	0.49253	9190.94	9890.00	9890.00	True
LW65	5.50	0.49881	0.49881	9190.94	9909.60	9909.60	True
LW65	5.67	0.50278	0.50278	9190.94	9922.00	9922.00	True
LW65	5.83	0.50877	0.50877	9190.94	9940.73	9940.73	True
LW65	6.00	0.51558	0.51558	9190.94	9962.00	9962.00	True
LW65	6.17	0.51971	0.51971	9190.94	9974.90	9974.90	True
LW65	6.33	0.52486	0.52486	9190.94	9991.00	9991.00	True
LW65	6.50	0.52887	0.52887	9190.94	10003.50	10003.50	True
LW65	6.67	0.53376	0.53376	9190.94	10018.80	10018.80	True
LW65	6.83	0.53831	0.53831	9190.94	10033.00	10033.00	True
LW65	7.00	0.54445	0.54445	9190.94	10052.20	10052.20	True
LW65	7.17	0.54676	0.54676	9190.94	10059.40	10059.40	True
LW65	7.33	0.55377	0.55377	9190.94	10081.30	10081.30	True
LW65	7.50	0.55668	0.55668	9190.94	10090.40	10090.40	True
LW65	7.67	0.56200	0.56200	9190.94	10107.00	10107.00	True
LW65	7.83	0.56651	0.56651	9190.94	10121.09	10121.09	True
LW65	8.00	0.57083	0.57083	9190.94	10134.60	10134.60	True
LW65	8.17	0.57787	0.57787	9190.94	10156.60	10156.60	True
LW65	8.33	0.57928	0.57928	9190.94	10161.00	10161.00	True
LW65	8.50	0.58536	0.58536	9190.94	10180.00	10180.00	True
LW65	8.67	0.59170	0.59170	9190.94	10199.80	10199.80	True
LW65	8.83	0.59313	0.59313	9190.94	10204.27	10204.27	True
LW65	9.00	0.60041	0.60041	9190.94	10227.00	10227.00	True
LW65	9.17	0.60265	0.60265	9190.94	10234.00	10234.00	True
LW65	9.33	0.60972	0.60972	9190.94	10256.10	10256.10	True
LW65	9.50	0.61802	0.61802	9190.94	10282.00	10282.00	True
LW65	9.67	0.62208	0.62208	9190.94	10294.70	10294.70	True
LW65	9.83	0.62515	0.62515	9190.94	10304.27	10304.27	True
LW65	10.00	0.63146	0.63146	9190.94	10324.00	10324.00	True
LW65	10.17	0.63533	0.63533	9190.94	10336.10	10336.10	True
LW65	10.33	0.64138	0.64138	9190.94	10355.00	10355.00	True
LW65	10.50	0.64779	0.64779	9190.94	10375.00	10375.00	True
LW65	10.67	0.65553	0.65553	9190.94	10399.20	10399.20	True
LW65	10.83	0.66202	0.66202	9190.94	10419.45	10419.45	True
LW65	11.00	0.66424	0.66424	9190.94	10426.40	10426.40	True
LW65	11.17	0.67192	0.67192	9190.94	10450.40	10450.40	True
LW65	11.33	0.67893	0.67893	9190.94	10472.30	10472.30	True
LW65	11.50	0.68444	0.68444	9190.94	10489.50	10489.50	True
LW65	11.67	0.68767	0.68767	9190.94	10499.60	10499.60	True
LW65	11.83	0.69312	0.69312	9190.94	10516.64	10516.64	True
LW65	12.00	0.70259	0.70259	9190.94	10546.20	10546.20	True
LW65	12.17	0.70483	0.70483	9190.94	10553.20	10553.20	True
LW65	12.33	0.70950	0.70950	9190.94	10567.80	10567.80	True
LW65	12.50	0.71427	0.71427	9190.94	10582.70	10582.70	True
LW65	12.67	0.72128	0.72128	9190.94	10604.60	10604.60	True
LW65	12.83	0.72540	0.72540	9190.94	10617.45	10617.45	True
LW65	13.00	0.73057	0.73057	9190.94	10633.60	10633.60	True
LW65	13.17	0.73367	0.73367	9190.94	10643.30	10643.30	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