2026-04-01 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 aureus
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus aureus | Run: 2026-04-01 inc4 | 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	2026-04-01 inc4	Run date	2026-04-01
Media	LB	Incubator	inc4
Well file	2026-04-01 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	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	2.73447	2.0-42.0 h
LW60	end_norm	0.11758	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.11939	2.0-42.0 h
LW60	max_norm	0.11939	2.0-42.0 h
LW60	min_norm	0.00334	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	0.00267	2.0-42.0 h
LW61	auc_norm	10.88377	2.0-42.0 h
LW61	end_norm	0.37597	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.38499	2.0-42.0 h
LW61	max_norm	0.38499	2.0-42.0 h
LW61	min_norm	0.01479	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	0.00734	2.0-42.0 h
LW62	auc_norm	-21.64408	2.0-42.0 h
LW62	end_norm	-0.67333	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.67669	2.0-42.0 h
LW62	max_norm	-0.14151	2.0-42.0 h
LW62	min_norm	-0.67669	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	-0.00306	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	0.26586	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	5.03925	2.0-42.0 h
LW64	end_norm	0.17814	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.17912	2.0-42.0 h
LW64	max_norm	0.17912	2.0-42.0 h
LW64	min_norm	0.00687	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	0.00370	2.0-42.0 h
LW65	auc_norm	5.61425	2.0-42.0 h
LW65	end_norm	0.20230	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.20362	2.0-42.0 h
LW65	max_norm	0.20362	2.0-42.0 h
LW65	min_norm	0.01077	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	0.00388	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 540 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	4572.28182	145.81389	Ready
LW65	5	15258.26545	866.39251	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	3208.82–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	3208.82–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	3208.82–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	3208.82–48539.60 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	-1.00000–0.77532 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–0.77532 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–0.77532 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	-1.00000–0.77532 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	4761.10	3208.82	3208.82	True
LW60	0.17	-0.33289	-0.33289	4761.10	4118.40	4118.40	True
LW60	0.33	-0.16530	-0.16530	4761.10	4346.90	4346.90	True
LW60	0.50	-0.04055	-0.04055	4761.10	4517.00	4517.00	True
LW60	0.67	0.03001	0.03001	4761.10	4613.20	4613.20	True
LW60	0.83	0.07343	0.07343	4761.10	4672.40	4672.40	True
LW60	1.00	0.10241	0.10241	4761.10	4711.91	4711.91	True
LW60	1.17	0.11787	0.11787	4761.10	4733.00	4733.00	True
LW60	1.33	0.12756	0.12756	4761.10	4746.20	4746.20	True
LW60	1.50	0.13401	0.13401	4761.10	4755.00	4755.00	True
LW60	1.67	0.13562	0.13562	4761.10	4757.20	4757.20	True
LW60	1.83	0.14134	0.14134	4761.10	4765.00	4765.00	True
LW60	2.00	0.15015	0.15015	4761.10	4777.00	4777.00	True
LW60	2.17	0.15015	0.15015	4761.10	4777.00	4777.00	True
LW60	2.33	0.15337	0.15337	4761.10	4781.40	4781.40	True
LW60	2.50	0.16628	0.16628	4761.10	4799.00	4799.00	True
LW60	2.67	0.16650	0.16650	4761.10	4799.30	4799.30	True
LW60	2.83	0.16635	0.16635	4761.10	4799.09	4799.09	True
LW60	3.00	0.17596	0.17596	4761.10	4812.20	4812.20	True
LW60	3.17	0.18080	0.18080	4761.10	4818.80	4818.80	True
LW60	3.33	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	3.50	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	3.67	0.18249	0.18249	4761.10	4821.10	4821.10	True
LW60	3.83	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	4.00	0.18256	0.18256	4761.10	4821.20	4821.20	True
LW60	4.17	0.18249	0.18249	4761.10	4821.10	4821.10	True
LW60	4.33	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	4.50	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	4.67	0.18249	0.18249	4761.10	4821.10	4821.10	True
LW60	4.83	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	5.00	0.18249	0.18249	4761.10	4821.10	4821.10	True
LW60	5.17	0.18256	0.18256	4761.10	4821.20	4821.20	True
LW60	5.33	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	5.50	0.18264	0.18264	4761.10	4821.30	4821.30	True
LW60	5.67	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	5.83	0.18255	0.18255	4761.10	4821.18	4821.18	True
LW60	6.00	0.18264	0.18264	4761.10	4821.30	4821.30	True
LW60	6.17	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	6.33	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	6.50	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	6.67	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	6.83	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	7.00	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	7.17	0.18249	0.18249	4761.10	4821.10	4821.10	True
LW60	7.33	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	7.50	0.18242	0.18242	4761.10	4821.00	4821.00	True
LW60	7.67	0.19870	0.19870	4761.10	4843.20	4843.20	True
LW60	7.83	0.19855	0.19855	4761.10	4843.00	4843.00	True
LW60	8.00	0.19863	0.19863	4761.10	4843.10	4843.10	True
LW60	8.17	0.19863	0.19863	4761.10	4843.10	4843.10	True
LW60	8.33	0.20178	0.20178	4761.10	4847.40	4847.40	True
LW60	8.50	0.21469	0.21469	4761.10	4865.00	4865.00	True
LW60	8.67	0.21476	0.21476	4761.10	4865.10	4865.10	True
LW60	8.83	0.21762	0.21762	4761.10	4869.00	4869.00	True
LW60	9.00	0.22760	0.22760	4761.10	4882.60	4882.60	True
LW60	9.17	0.23082	0.23082	4761.10	4887.00	4887.00	True
LW60	9.33	0.23090	0.23090	4761.10	4887.10	4887.10	True
LW60	9.50	0.23082	0.23082	4761.10	4887.00	4887.00	True
LW60	9.67	0.23566	0.23566	4761.10	4893.60	4893.60	True
LW60	9.83	0.24702	0.24702	4761.10	4909.09	4909.09	True
LW60	10.00	0.24710	0.24710	4761.10	4909.20	4909.20	True
LW60	10.17	0.25869	0.25869	4761.10	4925.00	4925.00	True
LW60	10.33	0.26309	0.26309	4761.10	4931.00	4931.00	True
LW60	10.50	0.26331	0.26331	4761.10	4931.30	4931.30	True
LW60	10.67	0.26984	0.26984	4761.10	4940.20	4940.20	True
LW60	10.83	0.27950	0.27950	4761.10	4953.36	4953.36	True
LW60	11.00	0.27923	0.27923	4761.10	4953.00	4953.00	True
LW60	11.17	0.27938	0.27938	4761.10	4953.20	4953.20	True
LW60	11.33	0.27923	0.27923	4761.10	4953.00	4953.00	True
LW60	11.50	0.27930	0.27930	4761.10	4953.10	4953.10	True
LW60	11.67	0.28092	0.28092	4761.10	4955.30	4955.30	True
LW60	11.83	0.29243	0.29243	4761.10	4971.00	4971.00	True
LW60	12.00	0.29536	0.29536	4761.10	4975.00	4975.00	True
LW60	12.17	0.29866	0.29866	4761.10	4979.50	4979.50	True
LW60	12.33	0.31157	0.31157	4761.10	4997.10	4997.10	True
LW60	12.50	0.31157	0.31157	4761.10	4997.10	4997.10	True
LW60	12.67	0.31150	0.31150	4761.10	4997.00	4997.00	True
LW60	12.83	0.32503	0.32503	4761.10	5015.45	5015.45	True
LW60	13.00	0.32778	0.32778	4761.10	5019.20	5019.20	True
LW60	13.17	0.32807	0.32807	4761.10	5019.60	5019.60	True
LW65	0.00	-1.00000	-1.00000	16585.96	9117.36	9117.36	True
LW65	0.17	-0.41570	-0.41570	16585.96	12705.50	12705.50	True
LW65	0.33	-0.21076	-0.21076	16585.96	13964.00	13964.00	True
LW65	0.50	-0.06238	-0.06238	16585.96	14875.20	14875.20	True
LW65	0.67	0.03163	0.03163	16585.96	15452.50	15452.50	True
LW65	0.83	0.09683	0.09683	16585.96	15852.90	15852.90	True
LW65	1.00	0.14468	0.14468	16585.96	16146.73	16146.73	True
LW65	1.17	0.17369	0.17369	16585.96	16324.90	16324.90	True
LW65	1.33	0.19436	0.19436	16585.96	16451.80	16451.80	True
LW65	1.50	0.20139	0.20139	16585.96	16495.00	16495.00	True
LW65	1.67	0.20761	0.20761	16585.96	16533.20	16533.20	True
LW65	1.83	0.22480	0.22480	16585.96	16638.73	16638.73	True
LW65	2.00	0.24530	0.24530	16585.96	16764.60	16764.60	True
LW65	2.17	0.25998	0.25998	16585.96	16854.80	16854.80	True
LW65	2.33	0.26844	0.26844	16585.96	16906.70	16906.70	True
LW65	2.50	0.27334	0.27334	16585.96	16936.80	16936.80	True
LW65	2.67	0.28156	0.28156	16585.96	16987.30	16987.30	True
LW65	2.83	0.29279	0.29279	16585.96	17056.27	17056.27	True
LW65	3.00	0.30102	0.30102	16585.96	17106.80	17106.80	True
LW65	3.17	0.30719	0.30719	16585.96	17144.70	17144.70	True
LW65	3.33	0.31302	0.31302	16585.96	17180.50	17180.50	True
LW65	3.50	0.31747	0.31747	16585.96	17207.80	17207.80	True
LW65	3.67	0.32427	0.32427	16585.96	17249.60	17249.60	True
LW65	3.83	0.32721	0.32721	16585.96	17267.64	17267.64	True
LW65	4.00	0.33330	0.33330	16585.96	17305.00	17305.00	True
LW65	4.17	0.33636	0.33636	16585.96	17323.80	17323.80	True
LW65	4.33	0.34256	0.34256	16585.96	17361.90	17361.90	True
LW65	4.50	0.34616	0.34616	16585.96	17384.00	17384.00	True
LW65	4.67	0.34896	0.34896	16585.96	17401.20	17401.20	True
LW65	4.83	0.35420	0.35420	16585.96	17433.36	17433.36	True
LW65	5.00	0.35837	0.35837	16585.96	17459.00	17459.00	True
LW65	5.17	0.36209	0.36209	16585.96	17481.80	17481.80	True
LW65	5.33	0.36459	0.36459	16585.96	17497.20	17497.20	True
LW65	5.50	0.36928	0.36928	16585.96	17526.00	17526.00	True
LW65	5.67	0.37137	0.37137	16585.96	17538.80	17538.80	True
LW65	5.83	0.37352	0.37352	16585.96	17552.00	17552.00	True
LW65	6.00	0.37609	0.37609	16585.96	17567.80	17567.80	True
LW65	6.17	0.37723	0.37723	16585.96	17574.80	17574.80	True
LW65	6.33	0.37988	0.37988	16585.96	17591.10	17591.10	True
LW65	6.50	0.38215	0.38215	16585.96	17605.00	17605.00	True
LW65	6.67	0.38580	0.38580	16585.96	17627.40	17627.40	True
LW65	6.83	0.38690	0.38690	16585.96	17634.18	17634.18	True
LW65	7.00	0.38943	0.38943	16585.96	17649.70	17649.70	True
LW65	7.17	0.39213	0.39213	16585.96	17666.30	17666.30	True
LW65	7.33	0.39475	0.39475	16585.96	17682.40	17682.40	True
LW65	7.50	0.39840	0.39840	16585.96	17704.80	17704.80	True
LW65	7.67	0.40127	0.40127	16585.96	17722.40	17722.40	True
LW65	7.83	0.40450	0.40450	16585.96	17742.27	17742.27	True
LW65	8.00	0.41016	0.41016	16585.96	17777.00	17777.00	True
LW65	8.17	0.41335	0.41335	16585.96	17796.60	17796.60	True
LW65	8.33	0.41784	0.41784	16585.96	17824.20	17824.20	True
LW65	8.50	0.42323	0.42323	16585.96	17857.30	17857.30	True
LW65	8.67	0.42643	0.42643	16585.96	17876.90	17876.90	True
LW65	8.83	0.43036	0.43036	16585.96	17901.09	17901.09	True
LW65	9.00	0.43820	0.43820	16585.96	17949.20	17949.20	True
LW65	9.17	0.43911	0.43911	16585.96	17954.80	17954.80	True
LW65	9.33	0.44602	0.44602	16585.96	17997.20	17997.20	True
LW65	9.50	0.45129	0.45129	16585.96	18029.60	18029.60	True
LW65	9.67	0.45399	0.45399	16585.96	18046.20	18046.20	True
LW65	9.83	0.45969	0.45969	16585.96	18081.18	18081.18	True
LW65	10.00	0.46324	0.46324	16585.96	18103.00	18103.00	True
LW65	10.17	0.47082	0.47082	16585.96	18149.50	18149.50	True
LW65	10.33	0.47634	0.47634	16585.96	18183.40	18183.40	True
LW65	10.50	0.48292	0.48292	16585.96	18223.80	18223.80	True
LW65	10.67	0.48845	0.48845	16585.96	18257.80	18257.80	True
LW65	10.83	0.49261	0.49261	16585.96	18283.36	18283.36	True
LW65	11.00	0.49549	0.49549	16585.96	18301.00	18301.00	True
LW65	11.17	0.49744	0.49744	16585.96	18313.00	18313.00	True
LW65	11.33	0.50005	0.50005	16585.96	18329.00	18329.00	True
LW65	11.50	0.50330	0.50330	16585.96	18349.00	18349.00	True
LW65	11.67	0.50741	0.50741	16585.96	18374.20	18374.20	True
LW65	11.83	0.51103	0.51103	16585.96	18396.45	18396.45	True
LW65	12.00	0.51464	0.51464	16585.96	18418.60	18418.60	True
LW65	12.17	0.51972	0.51972	16585.96	18449.80	18449.80	True
LW65	12.33	0.52610	0.52610	16585.96	18489.00	18489.00	True
LW65	12.50	0.53112	0.53112	16585.96	18519.80	18519.80	True
LW65	12.67	0.53561	0.53561	16585.96	18547.40	18547.40	True
LW65	12.83	0.54108	0.54108	16585.96	18581.00	18581.00	True
LW65	13.00	0.54436	0.54436	16585.96	18601.10	18601.10	True
LW65	13.17	0.54589	0.54589	16585.96	18610.50	18610.50	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