2026-03-25 B1.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: Pseudomonas aeruginosa
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Pseudomonas aeruginosa | 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 B1.xlsx	Well ID	B1
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		2.0-42.0 h
LW60	end_norm		2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm		2.0-42.0 h
LW60	max_norm		2.0-42.0 h
LW60	min_norm		2.0-42.0 h
LW60	pct_abnormal_rows	0.05519	2.0-42.0 h
LW60	pct_missing_norm	1.00000	2.0-42.0 h
LW60	pct_saturated_rows	0.00000	2.0-42.0 h
LW60	slope_norm		2.0-42.0 h
LW61	auc_norm	12.29586	2.0-42.0 h
LW61	end_norm	0.31103	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.47545	2.0-42.0 h
LW61	max_norm	0.47545	2.0-42.0 h
LW61	min_norm	0.00967	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	0.00286	2.0-42.0 h
LW62	auc_norm	-11.67434	2.0-42.0 h
LW62	end_norm	0.26461	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.74310	2.0-42.0 h
LW62	max_norm	0.26461	2.0-42.0 h
LW62	min_norm	-0.74310	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	0.02274	2.0-42.0 h
LW63	auc_norm	-30.73618	2.0-42.0 h
LW63	end_norm	-0.76653	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.84589	2.0-42.0 h
LW63	max_norm	-0.04797	2.0-42.0 h
LW63	min_norm	-0.84589	2.0-42.0 h
LW63	pct_abnormal_rows	0.00000	2.0-42.0 h
LW63	pct_missing_norm	0.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.00000	2.0-42.0 h
LW63	slope_norm	-0.00386	2.0-42.0 h
LW64	auc_norm	5.20879	2.0-42.0 h
LW64	end_norm	0.26491	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.26491	2.0-42.0 h
LW64	max_norm	0.26491	2.0-42.0 h
LW64	min_norm	0.00026	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	0.00752	2.0-42.0 h
LW65	auc_norm	10.37286	2.0-42.0 h
LW65	end_norm	0.28203	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.32692	2.0-42.0 h
LW65	max_norm	0.32692	2.0-42.0 h
LW65	min_norm	0.01114	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	0.00372	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.

Review 1 normalization warning

LW60: No imported baseline-normalized values.

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	0			No imported baseline-normalized values
LW65	5	9098.20364	385.74068	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	5184.41–17265.27 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.33 h	5184.41–17265.27 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.33 h	5184.41–17265.27 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.33 h	5184.41–17265.27 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
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				5338.55		False
LW60	0.17				6548.30		False
LW60	0.33				7008.70		False
LW60	0.50				7273.00		False
LW60	0.67				7450.10		False
LW60	0.83				7612.73		False
LW60	1.00				7746.50		False
LW60	1.17				7837.10		False
LW60	1.33				7930.30		False
LW60	1.50				8007.30		False
LW60	1.67				8070.30		False
LW60	1.83				8126.82		False
LW60	2.00				8168.40		False
LW60	2.17				8217.70		False
LW60	2.33				8254.90		False
LW60	2.50				8287.80		False
LW60	2.67				8315.90		False
LW60	2.83				8356.64		False
LW60	3.00				8393.60		False
LW60	3.17				8416.80		False
LW60	3.33				8431.20		False
LW60	3.50				8449.80		False
LW60	3.67				8473.40		False
LW60	3.83				8501.91		False
LW60	4.00				8520.40		False
LW60	4.17				8546.80	8554.00	False
LW60	4.33				8577.20	8577.20	False
LW60	4.50				8610.20	8610.20	False
LW60	4.67				8636.00	8636.00	False
LW60	4.83				8673.91	8673.91	False
LW60	5.00				8699.80	8699.80	False
LW60	5.17				8756.50	8756.50	False
LW60	5.33				8801.50	8801.50	False
LW60	5.50				8841.80	8841.80	False
LW60	5.67				8861.00	8861.00	False
LW60	5.83				8878.45	8878.45	False
LW60	6.00				8877.80	8877.80	False
LW60	6.17				8863.40	8863.40	False
LW60	6.33				8829.80	8829.80	False
LW60	6.50				8827.40	8827.40	False
LW60	6.67				8832.20	8832.20	False
LW60	6.83				8837.00	8837.00	False
LW60	7.00				8851.40	8851.40	False
LW60	7.17				8849.00	8849.00	False
LW60	7.33				8861.00	8861.00	False
LW60	7.50				8861.00	8861.00	False
LW60	7.67				8861.00	8861.00	False
LW60	7.83				8874.09	8874.09	False
LW60	8.00				8896.50	8896.50	False
LW60	8.17				8924.80	8924.80	False
LW60	8.33				8922.40	8922.40	False
LW60	8.50				8932.00	8932.00	False
LW60	8.67				8948.80	8948.80	False
LW60	8.83				8976.91	8976.91	False
LW60	9.00				9003.00	9003.00	False
LW60	9.17				9031.80	9031.80	False
LW60	9.33				9053.40	9053.40	False
LW60	9.50				9077.30	9077.30	False
LW60	9.67				9098.10	9098.10	False
LW60	9.83				9124.18	9124.18	False
LW60	10.00				9146.00	9146.00	False
LW60	10.17				9146.00	9146.00	False
LW60	10.33				9143.60	9143.60	False
LW60	10.50				9148.40	9148.40	False
LW60	10.67				9153.20	9153.20	False
LW60	10.83				9174.36	9174.36	False
LW60	11.00				9186.80	9186.80	False
LW60	11.17				9200.90	9200.90	False
LW60	11.33				9212.40	9212.40	False
LW60	11.50				9217.00	9217.00	False
LW60	11.67				9221.80	9221.80	False
LW60	11.83				9234.45	9234.45	False
LW60	12.00				9241.00	9241.00	False
LW60	12.17				9245.80	9245.80	False
LW60	12.33				9262.60	9262.60	False
LW60	12.50				9267.40	9267.40	False
LW60	12.67				9284.20	9284.20	False
LW60	12.83				9299.91	9299.91	False
LW60	13.00				9301.00	9301.00	False
LW60	13.17				9315.40	9315.40	False
LW65	0.00			10020.03	6373.73		True
LW65	0.17	-0.20540	-0.20540	10020.03	7916.90	8236.00	True
LW65	0.33	-0.13198	-0.13198	10020.03	8544.20	8544.20	True
LW65	0.50	-0.04412	-0.04412	10020.03	8913.00	8913.00	True
LW65	0.67	0.01196	0.01196	10020.03	9148.40	9148.40	True
LW65	0.83	0.06209	0.06209	10020.03	9358.82	9358.82	True
LW65	1.00	0.10206	0.10206	10020.03	9526.60	9526.60	True
LW65	1.17	0.13293	0.13293	10020.03	9656.20	9656.20	True
LW65	1.33	0.16266	0.16266	10020.03	9781.00	9781.00	True
LW65	1.50	0.18854	0.18854	10020.03	9889.60	9889.60	True
LW65	1.67	0.20929	0.20929	10020.03	9976.70	9976.70	True
LW65	1.83	0.22993	0.22993	10020.03	10063.36	10063.36	True
LW65	2.00	0.24621	0.24621	10020.03	10131.70	10131.70	True
LW65	2.17	0.26351	0.26351	10020.03	10204.30	10204.30	True
LW65	2.33	0.27685	0.27685	10020.03	10260.30	10260.30	True
LW65	2.50	0.28902	0.28902	10020.03	10311.40	10311.40	True
LW65	2.67	0.30236	0.30236	10020.03	10367.40	10367.40	True
LW65	2.83	0.31946	0.31946	10020.03	10439.18	10439.18	True
LW65	3.00	0.33319	0.33319	10020.03	10496.80	10496.80	True
LW65	3.17	0.34658	0.34658	10020.03	10553.00	10553.00	True
LW65	3.33	0.35711	0.35711	10020.03	10597.20	10597.20	True
LW65	3.50	0.37157	0.37157	10020.03	10657.90	10657.90	True
LW65	3.67	0.38441	0.38441	10020.03	10711.80	10711.80	True
LW65	3.83	0.40159	0.40159	10020.03	10783.91	10783.91	True
LW65	4.00	0.41662	0.41662	10020.03	10847.00	10847.00	True
LW65	4.17	0.43239	0.43239	10020.03	10913.20	10913.20	True
LW65	4.33	0.45181	0.45181	10020.03	10994.70	10994.70	True
LW65	4.50	0.47241	0.47241	10020.03	11081.20	11081.20	True
LW65	4.67	0.49292	0.49292	10020.03	11167.30	11167.30	True
LW65	4.83	0.51369	0.51369	10020.03	11254.45	11254.45	True
LW65	5.00	0.53359	0.53359	10020.03	11338.00	11338.00	True
LW65	5.17	0.56144	0.56144	10020.03	11454.90	11454.90	True
LW65	5.33	0.58815	0.58815	10020.03	11567.00	11567.00	True
LW65	5.50	0.61059	0.61059	10020.03	11661.20	11661.20	True
LW65	5.67	0.62900	0.62900	10020.03	11738.50	11738.50	True
LW65	5.83	0.64075	0.64075	10020.03	11787.82	11787.82	True
LW65	6.00	0.64508	0.64508	10020.03	11806.00	11806.00	True
LW65	6.17	0.64508	0.64508	10020.03	11806.00	11806.00	True
LW65	6.33	0.63913	0.63913	10020.03	11781.00	11781.00	True
LW65	6.50	0.63913	0.63913	10020.03	11781.00	11781.00	True
LW65	6.67	0.64210	0.64210	10020.03	11793.50	11793.50	True
LW65	6.83	0.64238	0.64238	10020.03	11794.64	11794.64	True
LW65	7.00	0.64687	0.64687	10020.03	11813.50	11813.50	True
LW65	7.17	0.64806	0.64806	10020.03	11818.50	11818.50	True
LW65	7.33	0.64985	0.64985	10020.03	11826.00	11826.00	True
LW65	7.50	0.65580	0.65580	10020.03	11851.00	11851.00	True
LW65	7.67	0.65699	0.65699	10020.03	11856.00	11856.00	True
LW65	7.83	0.66512	0.66512	10020.03	11890.09	11890.09	True
LW65	8.00	0.67310	0.67310	10020.03	11923.60	11923.60	True
LW65	8.17	0.68163	0.68163	10020.03	11959.40	11959.40	True
LW65	8.33	0.68463	0.68463	10020.03	11972.00	11972.00	True
LW65	8.50	0.69058	0.69058	10020.03	11997.00	11997.00	True
LW65	8.67	0.69773	0.69773	10020.03	12027.00	12027.00	True
LW65	8.83	0.70542	0.70542	10020.03	12059.27	12059.27	True
LW65	9.00	0.71619	0.71619	10020.03	12104.50	12104.50	True
LW65	9.17	0.72632	0.72632	10020.03	12147.00	12147.00	True
LW65	9.33	0.73480	0.73480	10020.03	12182.60	12182.60	True
LW65	9.50	0.74562	0.74562	10020.03	12228.00	12228.00	True
LW65	9.67	0.75515	0.75515	10020.03	12268.00	12268.00	True
LW65	9.83	0.76597	0.76597	10020.03	12313.45	12313.45	True
LW65	10.00	0.77325	0.77325	10020.03	12344.00	12344.00	True
LW65	10.17	0.78159	0.78159	10020.03	12379.00	12379.00	True
LW65	10.33	0.78278	0.78278	10020.03	12384.00	12384.00	True
LW65	10.50	0.78957	0.78957	10020.03	12412.50	12412.50	True
LW65	10.67	0.79136	0.79136	10020.03	12420.00	12420.00	True
LW65	10.83	0.80034	0.80034	10020.03	12457.73	12457.73	True
LW65	11.00	0.80627	0.80627	10020.03	12482.60	12482.60	True
LW65	11.17	0.81053	0.81053	10020.03	12500.50	12500.50	True
LW65	11.33	0.81661	0.81661	10020.03	12526.00	12526.00	True
LW65	11.50	0.82197	0.82197	10020.03	12548.50	12548.50	True
LW65	11.67	0.82681	0.82681	10020.03	12568.80	12568.80	True
LW65	11.83	0.82999	0.82999	10020.03	12582.18	12582.18	True
LW65	12.00	0.83769	0.83769	10020.03	12614.50	12614.50	True
LW65	12.17	0.84129	0.84129	10020.03	12629.60	12629.60	True
LW65	12.33	0.84858	0.84858	10020.03	12660.20	12660.20	True
LW65	12.50	0.85647	0.85647	10020.03	12693.30	12693.30	True
LW65	12.67	0.86378	0.86378	10020.03	12724.00	12724.00	True
LW65	12.83	0.87006	0.87006	10020.03	12750.36	12750.36	True
LW65	13.00	0.87395	0.87395	10020.03	12766.70	12766.70	True
LW65	13.17	0.87950	0.87950	10020.03	12790.00	12790.00	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