2026-03-25 B2.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 aureus
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus aureus | Run: 2026-03-25 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	2026-03-25 inc5	Run date	2026-03-25
Media	LB	Incubator	inc5
Well file	2026-03-25 B2.xlsx	Well ID	B2
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	Nanobiofab holding pathogen resource	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	9.54628	2.0-42.0 h
LW60	end_norm	0.34100	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.34147	2.0-42.0 h
LW60	max_norm	0.34147	2.0-42.0 h
LW60	min_norm	-0.00435	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	0.00858	2.0-42.0 h
LW61	auc_norm	11.97772	2.0-42.0 h
LW61	end_norm	0.57569	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.57569	2.0-42.0 h
LW61	max_norm	0.57569	2.0-42.0 h
LW61	min_norm	0.00223	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	0.01459	2.0-42.0 h
LW62	auc_norm	-9.79632	2.0-42.0 h
LW62	end_norm	-0.27384	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.31786	2.0-42.0 h
LW62	max_norm	-0.00221	2.0-42.0 h
LW62	min_norm	-0.31786	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	-0.00514	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	0.07510	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.02905	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	4.81950	2.0-42.0 h
LW64	end_norm	0.20956	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.20956	2.0-42.0 h
LW64	max_norm	0.20956	2.0-42.0 h
LW64	min_norm	0.00679	2.0-42.0 h
LW64	pct_abnormal_rows	0.00000	2.0-42.0 h
LW64	pct_missing_norm	0.13278	2.0-42.0 h
LW64	pct_saturated_rows	0.14123	2.0-42.0 h
LW64	slope_norm	0.00309	2.0-42.0 h
LW65	auc_norm	3.43997	2.0-42.0 h
LW65	end_norm	0.10417	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.10934	2.0-42.0 h
LW65	max_norm	0.10934	2.0-42.0 h
LW65	min_norm	0.00310	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	0.00200	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 558 source points

Control overlay: mean of 4 control samples matched from the same experimental run. 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	38040.64182	560.84118	Ready
LW65	5	5931.16909	114.20188	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	0.00–46.33 h	4858.82–51924.40 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.33 h	4858.82–51924.40 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.33 h	4858.82–51924.40 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.33 h	4858.82–51924.40 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	0.00–46.33 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.33 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.33 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.33 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	-0.51432	-0.51432	38676.19	30900.00	30900.00	True
LW60	0.17	-0.13659	-0.13659	38676.19	36144.30	36144.30	True
LW60	0.33	-0.05999	-0.05999	38676.19	37207.70	37207.70	True
LW60	0.50	-0.01968	-0.01968	38676.19	37767.40	37767.40	True
LW60	0.67	0.01047	0.01047	38676.19	38186.00	38186.00	True
LW60	0.83	0.03034	0.03034	38676.19	38461.91	38461.91	True
LW60	1.00	0.03886	0.03886	38676.19	38580.20	38580.20	True
LW60	1.17	0.04247	0.04247	38676.19	38630.30	38630.30	True
LW60	1.33	0.04525	0.04525	38676.19	38668.90	38668.90	True
LW60	1.50	0.04663	0.04663	38676.19	38688.10	38688.10	True
LW60	1.67	0.04692	0.04692	38676.19	38692.10	38692.10	True
LW60	1.83	0.04492	0.04492	38676.19	38664.27	38664.27	True
LW60	2.00	0.04164	0.04164	38676.19	38618.80	38618.80	True
LW60	2.17	0.04025	0.04025	38676.19	38599.40	38599.40	True
LW60	2.33	0.03886	0.03886	38676.19	38580.10	38580.10	True
LW60	2.50	0.03584	0.03584	38676.19	38538.20	38538.20	True
LW60	2.67	0.03529	0.03529	38676.19	38530.60	38530.60	True
LW60	2.83	0.03462	0.03462	38676.19	38521.27	38521.27	True
LW60	3.00	0.03556	0.03556	38676.19	38534.40	38534.40	True
LW60	3.17	0.03420	0.03420	38676.19	38515.40	38515.40	True
LW60	3.33	0.03365	0.03365	38676.19	38507.80	38507.80	True
LW60	3.50	0.03365	0.03365	38676.19	38507.80	38507.80	True
LW60	3.67	0.03392	0.03392	38676.19	38511.60	38511.60	True
LW60	3.83	0.03561	0.03561	38676.19	38535.09	38535.09	True
LW60	4.00	0.03886	0.03886	38676.19	38580.10	38580.10	True
LW60	4.17	0.04303	0.04303	38676.19	38638.00	38638.00	True
LW60	4.33	0.04802	0.04802	38676.19	38707.40	38707.40	True
LW60	4.50	0.05523	0.05523	38676.19	38807.50	38807.50	True
LW60	4.67	0.06328	0.06328	38676.19	38919.20	38919.20	True
LW60	4.83	0.07296	0.07296	38676.19	39053.64	39053.64	True
LW60	5.00	0.07774	0.07774	38676.19	39120.00	39120.00	True
LW60	5.17	0.07943	0.07943	38676.19	39143.40	39143.40	True
LW60	5.33	0.08168	0.08168	38676.19	39174.60	39174.60	True
LW60	5.50	0.08336	0.08336	38676.19	39198.00	39198.00	True
LW60	5.67	0.08336	0.08336	38676.19	39198.00	39198.00	True
LW60	5.83	0.08208	0.08208	38676.19	39180.27	39180.27	True
LW60	6.00	0.08168	0.08168	38676.19	39174.60	39174.60	True
LW60	6.17	0.08252	0.08252	38676.19	39186.30	39186.30	True
LW60	6.33	0.08528	0.08528	38676.19	39224.60	39224.60	True
LW60	6.50	0.09256	0.09256	38676.19	39325.70	39325.70	True
LW60	6.67	0.10320	0.10320	38676.19	39473.50	39473.50	True
LW60	6.83	0.11641	0.11641	38676.19	39656.91	39656.91	True
LW60	7.00	0.13158	0.13158	38676.19	39867.50	39867.50	True
LW60	7.17	0.14908	0.14908	38676.19	40110.50	40110.50	True
LW60	7.33	0.17033	0.17033	38676.19	40405.50	40405.50	True
LW60	7.50	0.19540	0.19540	38676.19	40753.50	40753.50	True
LW60	7.67	0.22315	0.22315	38676.19	41138.80	41138.80	True
LW60	7.83	0.25524	0.25524	38676.19	41584.27	41584.27	True
LW60	8.00	0.29308	0.29308	38676.19	42109.70	42109.70	True
LW60	8.17	0.33016	0.33016	38676.19	42624.50	42624.50	True
LW60	8.33	0.36839	0.36839	38676.19	43155.30	43155.30	True
LW60	8.50	0.40662	0.40662	38676.19	43686.10	43686.10	True
LW60	8.67	0.44003	0.44003	38676.19	44149.90	44149.90	True
LW60	8.83	0.46967	0.46967	38676.19	44561.36	44561.36	True
LW60	9.00	0.49328	0.49328	38676.19	44889.20	44889.20	True
LW60	9.17	0.51268	0.51268	38676.19	45158.60	45158.60	True
LW60	9.33	0.52849	0.52849	38676.19	45378.00	45378.00	True
LW60	9.50	0.54159	0.54159	38676.19	45560.00	45560.00	True
LW60	9.67	0.55351	0.55351	38676.19	45725.50	45725.50	True
LW60	9.83	0.56412	0.56412	38676.19	45872.73	45872.73	True
LW60	10.00	0.57221	0.57221	38676.19	45985.00	45985.00	True
LW60	10.17	0.57927	0.57927	38676.19	46083.10	46083.10	True
LW60	10.33	0.58542	0.58542	38676.19	46168.50	46168.50	True
LW60	10.50	0.59219	0.59219	38676.19	46262.50	46262.50	True
LW60	10.67	0.59776	0.59776	38676.19	46339.80	46339.80	True
LW60	10.83	0.59628	0.59628	38676.19	46319.18	46319.18	True
LW60	11.00	0.58971	0.58971	38676.19	46228.10	46228.10	True
LW60	11.17	0.59033	0.59033	38676.19	46236.70	46236.70	True
LW60	11.33	0.59250	0.59250	38676.19	46266.80	46266.80	True
LW60	11.50	0.59808	0.59808	38676.19	46344.20	46344.20	True
LW60	11.67	0.60236	0.60236	38676.19	46403.60	46403.60	True
LW60	11.83	0.60131	0.60131	38676.19	46389.09	46389.09	True
LW60	12.00	0.59932	0.59932	38676.19	46361.40	46361.40	True
LW60	12.17	0.60054	0.60054	38676.19	46378.40	46378.40	True
LW60	12.33	0.60054	0.60054	38676.19	46378.40	46378.40	True
LW60	12.50	0.60175	0.60175	38676.19	46395.20	46395.20	True
LW60	12.67	0.60327	0.60327	38676.19	46416.30	46416.30	True
LW60	12.83	0.60521	0.60521	38676.19	46443.27	46443.27	True
LW60	13.00	0.60854	0.60854	38676.19	46489.40	46489.40	True
LW60	13.17	0.61008	0.61008	38676.19	46510.90	46510.90	True
LW65	0.00	-0.76987	-0.76987	6142.36	4858.82	5251.50	True
LW65	0.17	-0.42485	-0.42485	6142.36	5556.10	5556.10	True
LW65	0.33	-0.18720	-0.18720	6142.36	5765.90	5765.90	True
LW65	0.50	-0.06804	-0.06804	6142.36	5871.10	5871.10	True
LW65	0.67	0.02881	0.02881	6142.36	5956.60	5956.60	True
LW65	0.83	0.09331	0.09331	6142.36	6013.55	6013.55	True
LW65	1.00	0.13313	0.13313	6142.36	6048.70	6048.70	True
LW65	1.17	0.16383	0.16383	6142.36	6075.80	6075.80	True
LW65	1.33	0.18659	0.18659	6142.36	6095.90	6095.90	True
LW65	1.50	0.21480	0.21480	6142.36	6120.80	6120.80	True
LW65	1.67	0.22975	0.22975	6142.36	6134.00	6134.00	True
LW65	1.83	0.24870	0.24870	6142.36	6150.73	6150.73	True
LW65	2.00	0.26079	0.26079	6142.36	6161.40	6161.40	True
LW65	2.17	0.27823	0.27823	6142.36	6176.80	6176.80	True
LW65	2.33	0.28072	0.28072	6142.36	6179.00	6179.00	True
LW65	2.50	0.28593	0.28593	6142.36	6183.60	6183.60	True
LW65	2.67	0.30157	0.30157	6142.36	6197.40	6197.40	True
LW65	2.83	0.30678	0.30678	6142.36	6202.00	6202.00	True
LW65	3.00	0.31674	0.31674	6142.36	6210.80	6210.80	True
LW65	3.17	0.32920	0.32920	6142.36	6221.80	6221.80	True
LW65	3.33	0.33170	0.33170	6142.36	6224.00	6224.00	True
LW65	3.50	0.33170	0.33170	6142.36	6224.00	6224.00	True
LW65	3.67	0.34472	0.34472	6142.36	6235.50	6235.50	True
LW65	3.83	0.35775	0.35775	6142.36	6247.00	6247.00	True
LW65	4.00	0.36024	0.36024	6142.36	6249.20	6249.20	True
LW65	4.17	0.38267	0.38267	6142.36	6269.00	6269.00	True
LW65	4.33	0.38527	0.38527	6142.36	6271.30	6271.30	True
LW65	4.50	0.40351	0.40351	6142.36	6287.40	6287.40	True
LW65	4.67	0.43726	0.43726	6142.36	6317.20	6317.20	True
LW65	4.83	0.45969	0.45969	6142.36	6337.00	6337.00	True
LW65	5.00	0.46230	0.46230	6142.36	6339.30	6339.30	True
LW65	5.17	0.47532	0.47532	6142.36	6350.80	6350.80	True
LW65	5.33	0.48575	0.48575	6142.36	6360.00	6360.00	True
LW65	5.50	0.50070	0.50070	6142.36	6373.20	6373.20	True
LW65	5.67	0.50817	0.50817	6142.36	6379.80	6379.80	True
LW65	5.83	0.51067	0.51067	6142.36	6382.00	6382.00	True
LW65	6.00	0.51067	0.51067	6142.36	6382.00	6382.00	True
LW65	6.17	0.51067	0.51067	6142.36	6382.00	6382.00	True
LW65	6.33	0.51588	0.51588	6142.36	6386.60	6386.60	True
LW65	6.50	0.53672	0.53672	6142.36	6405.00	6405.00	True
LW65	6.67	0.53672	0.53672	6142.36	6405.00	6405.00	True
LW65	6.83	0.54619	0.54619	6142.36	6413.36	6413.36	True
LW65	7.00	0.56016	0.56016	6142.36	6425.70	6425.70	True
LW65	7.17	0.56277	0.56277	6142.36	6428.00	6428.00	True
LW65	7.33	0.58520	0.58520	6142.36	6447.80	6447.80	True
LW65	7.50	0.60072	0.60072	6142.36	6461.50	6461.50	True
LW65	7.67	0.61374	0.61374	6142.36	6473.00	6473.00	True
LW65	7.83	0.63269	0.63269	6142.36	6489.73	6489.73	True
LW65	8.00	0.64229	0.64229	6142.36	6498.20	6498.20	True
LW65	8.17	0.66732	0.66732	6142.36	6520.30	6520.30	True
LW65	8.33	0.68556	0.68556	6142.36	6536.40	6536.40	True
LW65	8.50	0.69858	0.69858	6142.36	6547.90	6547.90	True
LW65	8.67	0.71682	0.71682	6142.36	6564.00	6564.00	True
LW65	8.83	0.73577	0.73577	6142.36	6580.73	6580.73	True
LW65	9.00	0.74287	0.74287	6142.36	6587.00	6587.00	True
LW65	9.17	0.75035	0.75035	6142.36	6593.60	6593.60	True
LW65	9.33	0.76779	0.76779	6142.36	6609.00	6609.00	True
LW65	9.50	0.77561	0.77561	6142.36	6615.90	6615.90	True
LW65	9.67	0.78342	0.78342	6142.36	6622.80	6622.80	True
LW65	9.83	0.79385	0.79385	6142.36	6632.00	6632.00	True
LW65	10.00	0.79385	0.79385	6142.36	6632.00	6632.00	True
LW65	10.17	0.79385	0.79385	6142.36	6632.00	6632.00	True
LW65	10.33	0.80427	0.80427	6142.36	6641.20	6641.20	True
LW65	10.50	0.80427	0.80427	6142.36	6641.20	6641.20	True
LW65	10.67	0.81469	0.81469	6142.36	6650.40	6650.40	True
LW65	10.83	0.80806	0.80806	6142.36	6644.55	6644.55	True
LW65	11.00	0.79385	0.79385	6142.36	6632.00	6632.00	True
LW65	11.17	0.79385	0.79385	6142.36	6632.00	6632.00	True
LW65	11.33	0.79385	0.79385	6142.36	6632.00	6632.00	True
LW65	11.50	0.79385	0.79385	6142.36	6632.00	6632.00	True
LW65	11.67	0.79385	0.79385	6142.36	6632.00	6632.00	True
LW65	11.83	0.79385	0.79385	6142.36	6632.00	6632.00	True
LW65	12.00	0.77561	0.77561	6142.36	6615.90	6615.90	True
LW65	12.17	0.77040	0.77040	6142.36	6611.30	6611.30	True
LW65	12.33	0.78342	0.78342	6142.36	6622.80	6622.80	True
LW65	12.50	0.77561	0.77561	6142.36	6615.90	6615.90	True
LW65	12.67	0.78082	0.78082	6142.36	6620.50	6620.50	True
LW65	12.83	0.77490	0.77490	6142.36	6615.27	6615.27	True
LW65	13.00	0.77300	0.77300	6142.36	6613.60	6613.60	True
LW65	13.17	0.76779	0.76779	6142.36	6609.00	6609.00	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