2026-03-27 A4.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 saprophyticus
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus saprophyticus | 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 A4.xlsx	Well ID	A4
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 49453	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	3.31326	2.0-42.0 h
LW60	end_norm	0.14588	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.14588	2.0-42.0 h
LW60	max_norm	0.14588	2.0-42.0 h
LW60	min_norm	0.00328	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	0.00394	2.0-42.0 h
LW61	auc_norm	17.41840	2.0-42.0 h
LW61	end_norm	0.57722	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.58751	2.0-42.0 h
LW61	max_norm	0.58751	2.0-42.0 h
LW61	min_norm	0.02472	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	0.01341	2.0-42.0 h
LW62	auc_norm	-17.62800	2.0-42.0 h
LW62	end_norm	-0.66043	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.66043	2.0-42.0 h
LW62	max_norm	-0.04666	2.0-42.0 h
LW62	min_norm	-0.66043	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	-0.01271	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	0.51716	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	0.35809	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	1.24979	2.0-42.0 h
LW65	end_norm	0.06302	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.06302	2.0-42.0 h
LW65	max_norm	0.06302	2.0-42.0 h
LW65	min_norm	0.00231	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	0.00186	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	13872.82909	272.70185	Ready
LW65	5	8590.27091	128.83542	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	-1.00000–0.50425 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–0.50425 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–0.50425 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–0.50425 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	14423.45	8472.55	8472.55	True
LW60	0.17	-0.21953	-0.21953	14423.45	12687.30	12687.30	True
LW60	0.33	-0.07682	-0.07682	14423.45	13458.00	13458.00	True
LW60	0.50	-0.01993	-0.01993	14423.45	13765.20	13765.20	True
LW60	0.67	0.01085	0.01085	14423.45	13931.40	13931.40	True
LW60	0.83	0.03606	0.03606	14423.45	14067.55	14067.55	True
LW60	1.00	0.04984	0.04984	14423.45	14142.00	14142.00	True
LW60	1.17	0.06477	0.06477	14423.45	14222.60	14222.60	True
LW60	1.33	0.07777	0.07777	14423.45	14292.80	14292.80	True
LW60	1.50	0.08993	0.08993	14423.45	14358.50	14358.50	True
LW60	1.67	0.09721	0.09721	14423.45	14397.80	14397.80	True
LW60	1.83	0.10671	0.10671	14423.45	14449.09	14449.09	True
LW60	2.00	0.11071	0.11071	14423.45	14470.70	14470.70	True
LW60	2.17	0.11471	0.11471	14423.45	14492.30	14492.30	True
LW60	2.33	0.11954	0.11954	14423.45	14518.40	14518.40	True
LW60	2.50	0.12195	0.12195	14423.45	14531.40	14531.40	True
LW60	2.67	0.12532	0.12532	14423.45	14549.60	14549.60	True
LW60	2.83	0.12572	0.12572	14423.45	14551.73	14551.73	True
LW60	3.00	0.12628	0.12628	14423.45	14554.80	14554.80	True
LW60	3.17	0.12965	0.12965	14423.45	14573.00	14573.00	True
LW60	3.33	0.12869	0.12869	14423.45	14567.80	14567.80	True
LW60	3.50	0.12965	0.12965	14423.45	14573.00	14573.00	True
LW60	3.67	0.13015	0.13015	14423.45	14575.70	14575.70	True
LW60	3.83	0.13102	0.13102	14423.45	14580.36	14580.36	True
LW60	4.00	0.13065	0.13065	14423.45	14578.40	14578.40	True
LW60	4.17	0.13115	0.13115	14423.45	14581.10	14581.10	True
LW60	4.33	0.13465	0.13465	14423.45	14600.00	14600.00	True
LW60	4.50	0.13465	0.13465	14423.45	14600.00	14600.00	True
LW60	4.67	0.13802	0.13802	14423.45	14618.20	14618.20	True
LW60	4.83	0.13684	0.13684	14423.45	14611.82	14611.82	True
LW60	5.00	0.13754	0.13754	14423.45	14615.60	14615.60	True
LW60	5.17	0.13947	0.13947	14423.45	14626.00	14626.00	True
LW60	5.33	0.13947	0.13947	14423.45	14626.00	14626.00	True
LW60	5.50	0.14043	0.14043	14423.45	14631.20	14631.20	True
LW60	5.67	0.14043	0.14043	14423.45	14631.20	14631.20	True
LW60	5.83	0.14209	0.14209	14423.45	14640.18	14640.18	True
LW60	6.00	0.14284	0.14284	14423.45	14644.20	14644.20	True
LW60	6.17	0.14284	0.14284	14423.45	14644.20	14644.20	True
LW60	6.33	0.14380	0.14380	14423.45	14649.40	14649.40	True
LW60	6.50	0.14428	0.14428	14423.45	14652.00	14652.00	True
LW60	6.67	0.14669	0.14669	14423.45	14665.00	14665.00	True
LW60	6.83	0.14691	0.14691	14423.45	14666.18	14666.18	True
LW60	7.00	0.14717	0.14717	14423.45	14667.60	14667.60	True
LW60	7.17	0.14813	0.14813	14423.45	14672.80	14672.80	True
LW60	7.33	0.14960	0.14960	14423.45	14680.70	14680.70	True
LW60	7.50	0.15160	0.15160	14423.45	14691.50	14691.50	True
LW60	7.67	0.15260	0.15260	14423.45	14696.90	14696.90	True
LW60	7.83	0.15364	0.15364	14423.45	14702.55	14702.55	True
LW60	8.00	0.15360	0.15360	14423.45	14702.30	14702.30	True
LW60	8.17	0.15410	0.15410	14423.45	14705.00	14705.00	True
LW60	8.33	0.15410	0.15410	14423.45	14705.00	14705.00	True
LW60	8.50	0.15458	0.15458	14423.45	14707.60	14707.60	True
LW60	8.67	0.15699	0.15699	14423.45	14720.60	14720.60	True
LW60	8.83	0.15891	0.15891	14423.45	14731.00	14731.00	True
LW60	9.00	0.15891	0.15891	14423.45	14731.00	14731.00	True
LW60	9.17	0.16180	0.16180	14423.45	14746.60	14746.60	True
LW60	9.33	0.16373	0.16373	14423.45	14757.00	14757.00	True
LW60	9.50	0.16423	0.16423	14423.45	14759.70	14759.70	True
LW60	9.67	0.16623	0.16623	14423.45	14770.50	14770.50	True
LW60	9.83	0.16873	0.16873	14423.45	14784.00	14784.00	True
LW60	10.00	0.16873	0.16873	14423.45	14784.00	14784.00	True
LW60	10.17	0.17017	0.17017	14423.45	14791.80	14791.80	True
LW60	10.33	0.17162	0.17162	14423.45	14799.60	14799.60	True
LW60	10.50	0.17354	0.17354	14423.45	14810.00	14810.00	True
LW60	10.67	0.17499	0.17499	14423.45	14817.80	14817.80	True
LW60	10.83	0.17792	0.17792	14423.45	14833.64	14833.64	True
LW60	11.00	0.18136	0.18136	14423.45	14852.20	14852.20	True
LW60	11.17	0.18336	0.18336	14423.45	14863.00	14863.00	True
LW60	11.33	0.18721	0.18721	14423.45	14883.80	14883.80	True
LW60	11.50	0.18817	0.18817	14423.45	14889.00	14889.00	True
LW60	11.67	0.19167	0.19167	14423.45	14907.90	14907.90	True
LW60	11.83	0.19361	0.19361	14423.45	14918.36	14918.36	True
LW60	12.00	0.19606	0.19606	14423.45	14931.60	14931.60	True
LW60	12.17	0.19798	0.19798	14423.45	14942.00	14942.00	True
LW60	12.33	0.19943	0.19943	14423.45	14949.80	14949.80	True
LW60	12.50	0.20184	0.20184	14423.45	14962.80	14962.80	True
LW60	12.67	0.20280	0.20280	14423.45	14968.00	14968.00	True
LW60	12.83	0.20734	0.20734	14423.45	14992.55	14992.55	True
LW60	13.00	0.20828	0.20828	14423.45	14997.60	14997.60	True
LW60	13.17	0.21213	0.21213	14423.45	15018.40	15018.40	True
LW65	0.00	-1.00000	-1.00000	8828.60	5899.64	5899.64	True
LW65	0.17	-0.23990	-0.23990	8828.60	7944.80	7944.80	True
LW65	0.33	-0.07492	-0.07492	8828.60	8388.70	8388.70	True
LW65	0.50	-0.01627	-0.01627	8828.60	8546.50	8546.50	True
LW65	0.67	0.01265	0.01265	8828.60	8624.30	8624.30	True
LW65	0.83	0.03426	0.03426	8828.60	8682.45	8682.45	True
LW65	1.00	0.04428	0.04428	8828.60	8709.40	8709.40	True
LW65	1.17	0.05732	0.05732	8828.60	8744.50	8744.50	True
LW65	1.33	0.06977	0.06977	8828.60	8778.00	8778.00	True
LW65	1.50	0.07936	0.07936	8828.60	8803.80	8803.80	True
LW65	1.67	0.08546	0.08546	8828.60	8820.20	8820.20	True
LW65	1.83	0.09170	0.09170	8828.60	8837.00	8837.00	True
LW65	2.00	0.09616	0.09616	8828.60	8849.00	8849.00	True
LW65	2.17	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	2.33	0.10151	0.10151	8828.60	8863.40	8863.40	True
LW65	2.50	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	2.67	0.10597	0.10597	8828.60	8875.40	8875.40	True
LW65	2.83	0.10305	0.10305	8828.60	8867.55	8867.55	True
LW65	3.00	0.10597	0.10597	8828.60	8875.40	8875.40	True
LW65	3.17	0.10686	0.10686	8828.60	8877.80	8877.80	True
LW65	3.33	0.10419	0.10419	8828.60	8870.60	8870.60	True
LW65	3.50	0.10686	0.10686	8828.60	8877.80	8877.80	True
LW65	3.67	0.10686	0.10686	8828.60	8877.80	8877.80	True
LW65	3.83	0.10873	0.10873	8828.60	8882.82	8882.82	True
LW65	4.00	0.10686	0.10686	8828.60	8877.80	8877.80	True
LW65	4.17	0.10240	0.10240	8828.60	8865.80	8865.80	True
LW65	4.33	0.10419	0.10419	8828.60	8870.60	8870.60	True
LW65	4.50	0.10508	0.10508	8828.60	8873.00	8873.00	True
LW65	4.67	0.10597	0.10597	8828.60	8875.40	8875.40	True
LW65	4.83	0.10143	0.10143	8828.60	8863.18	8863.18	True
LW65	5.00	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	5.17	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	5.33	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	5.50	0.10240	0.10240	8828.60	8865.80	8865.80	True
LW65	5.67	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	5.83	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	6.00	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	6.17	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	6.33	0.10240	0.10240	8828.60	8865.80	8865.80	True
LW65	6.50	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	6.67	0.10240	0.10240	8828.60	8865.80	8865.80	True
LW65	6.83	0.10224	0.10224	8828.60	8865.36	8865.36	True
LW65	7.00	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	7.17	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	7.33	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	7.50	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	7.67	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	7.83	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	8.00	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	8.17	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	8.33	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	8.50	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	8.67	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	8.83	0.10224	0.10224	8828.60	8865.36	8865.36	True
LW65	9.00	0.10151	0.10151	8828.60	8863.40	8863.40	True
LW65	9.17	0.10151	0.10151	8828.60	8863.40	8863.40	True
LW65	9.33	0.10240	0.10240	8828.60	8865.80	8865.80	True
LW65	9.50	0.10062	0.10062	8828.60	8861.00	8861.00	True
LW65	9.67	0.10240	0.10240	8828.60	8865.80	8865.80	True
LW65	9.83	0.10548	0.10548	8828.60	8874.09	8874.09	True
LW65	10.00	0.10419	0.10419	8828.60	8870.60	8870.60	True
LW65	10.17	0.10240	0.10240	8828.60	8865.80	8865.80	True
LW65	10.33	0.10151	0.10151	8828.60	8863.40	8863.40	True
LW65	10.50	0.10151	0.10151	8828.60	8863.40	8863.40	True
LW65	10.67	0.10329	0.10329	8828.60	8868.20	8868.20	True
LW65	10.83	0.10630	0.10630	8828.60	8876.27	8876.27	True
LW65	11.00	0.10508	0.10508	8828.60	8873.00	8873.00	True
LW65	11.17	0.10865	0.10865	8828.60	8882.60	8882.60	True
LW65	11.33	0.10954	0.10954	8828.60	8885.00	8885.00	True
LW65	11.50	0.10954	0.10954	8828.60	8885.00	8885.00	True
LW65	11.67	0.10954	0.10954	8828.60	8885.00	8885.00	True
LW65	11.83	0.10954	0.10954	8828.60	8885.00	8885.00	True
LW65	12.00	0.10954	0.10954	8828.60	8885.00	8885.00	True
LW65	12.17	0.10954	0.10954	8828.60	8885.00	8885.00	True
LW65	12.33	0.10954	0.10954	8828.60	8885.00	8885.00	True
LW65	12.50	0.11210	0.11210	8828.60	8891.90	8891.90	True
LW65	12.67	0.11467	0.11467	8828.60	8898.80	8898.80	True
LW65	12.83	0.11498	0.11498	8828.60	8899.64	8899.64	True
LW65	13.00	0.11809	0.11809	8828.60	8908.00	8908.00	True
LW65	13.17	0.11809	0.11809	8828.60	8908.00	8908.00	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