2026-04-22 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: Proteus mirabilis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Proteus mirabilis | Run: 2026-04-22 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	2026-04-22 inc4	Run date	2026-04-22
Media	FB	Incubator	inc4
Well file	2026-04-22 B2.xlsx	Well ID	B2
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 29906
Strain source	ATCC 29906	Preprocessing	fb_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	13.59218	2.0-42.0 h
LW60	end_norm	0.33267	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.45198	2.0-42.0 h
LW60	max_norm	0.45198	2.0-42.0 h
LW60	min_norm	-0.01513	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	0.00250	2.0-42.0 h
LW61	auc_norm	61.04905	2.0-42.0 h
LW61	end_norm	-0.41682	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	7.14907	2.0-42.0 h
LW61	max_norm	7.14907	2.0-42.0 h
LW61	min_norm	-0.41682	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.68050	2.0-42.0 h
LW61	pct_saturated_rows	0.75458	2.0-42.0 h
LW61	slope_norm	-0.00970	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	1.00000	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	0.14149	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.13402	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-21.73523	2.0-42.0 h
LW64	end_norm	-0.49099	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.77595	2.0-42.0 h
LW64	max_norm	0.01833	2.0-42.0 h
LW64	min_norm	-0.77595	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	0.00020	2.0-42.0 h
LW65	auc_norm	10.24644	2.0-42.0 h
LW65	end_norm	0.25758	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.33833	2.0-42.0 h
LW65	max_norm	0.33833	2.0-42.0 h
LW65	min_norm	0.00322	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	0.00214	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 FB-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 536 source points

Control overlay: mean of 5 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	6479.85818	85.51959	Ready
LW65	5	8946.04727	189.02434	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	0.00–44.50 h	4915.09–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	4915.09–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	4915.09–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	4915.09–49923.62 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	0.00–44.50 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	-0.89653–1.00000 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	-0.26496	-0.26496	6595.80	4915.09	5659.25	True
LW60	0.17	-0.08691	-0.08691	6595.80	6210.70	6210.70	True
LW60	0.33	-0.04096	-0.04096	6595.80	6353.00	6353.00	True
LW60	0.50	-0.01319	-0.01319	6595.80	6439.00	6439.00	True
LW60	0.67	0.00657	0.00657	6595.80	6500.20	6500.20	True
LW60	0.83	0.02042	0.02042	6595.80	6543.09	6543.09	True
LW60	1.00	0.02717	0.02717	6595.80	6564.00	6564.00	True
LW60	1.17	0.03459	0.03459	6595.80	6587.00	6587.00	True
LW60	1.33	0.03601	0.03601	6595.80	6591.40	6591.40	True
LW60	1.50	0.04099	0.04099	6595.80	6606.80	6606.80	True
LW60	1.67	0.04028	0.04028	6595.80	6604.60	6604.60	True
LW60	1.83	0.03459	0.03459	6595.80	6587.00	6587.00	True
LW60	2.00	0.03459	0.03459	6595.80	6587.00	6587.00	True
LW60	2.17	0.03459	0.03459	6595.80	6587.00	6587.00	True
LW60	2.33	0.03311	0.03311	6595.80	6582.40	6582.40	True
LW60	2.50	0.02717	0.02717	6595.80	6564.00	6564.00	True
LW60	2.67	0.02568	0.02568	6595.80	6559.40	6559.40	True
LW60	2.83	0.01974	0.01974	6595.80	6541.00	6541.00	True
LW60	3.00	0.01974	0.01974	6595.80	6541.00	6541.00	True
LW60	3.17	0.01603	0.01603	6595.80	6529.50	6529.50	True
LW60	3.33	0.01232	0.01232	6595.80	6518.00	6518.00	True
LW60	3.50	0.00947	0.00947	6595.80	6509.20	6509.20	True
LW60	3.67	0.00521	0.00521	6595.80	6496.00	6496.00	True
LW60	3.83	0.00521	0.00521	6595.80	6496.00	6496.00	True
LW60	4.00	0.00521	0.00521	6595.80	6496.00	6496.00	True
LW60	4.17	0.00521	0.00521	6595.80	6496.00	6496.00	True
LW60	4.33	0.00521	0.00521	6595.80	6496.00	6496.00	True
LW60	4.50	0.01167	0.01167	6595.80	6516.00	6516.00	True
LW60	4.67	0.04037	0.04037	6595.80	6604.90	6604.90	True
LW60	4.83	0.12609	0.12609	6595.80	6870.36	6870.36	True
LW60	5.00	0.25535	0.25535	6595.80	7270.70	7270.70	True
LW60	5.17	0.37006	0.37006	6595.80	7626.00	7626.00	True
LW60	5.33	0.46157	0.46157	6595.80	7909.40	7909.40	True
LW60	5.50	0.53163	0.53163	6595.80	8126.40	8126.40	True
LW60	5.67	0.59211	0.59211	6595.80	8313.70	8313.70	True
LW60	5.83	0.64392	0.64392	6595.80	8474.18	8474.18	True
LW60	6.00	0.69017	0.69017	6595.80	8617.40	8617.40	True
LW60	6.17	0.72978	0.72978	6595.80	8740.10	8740.10	True
LW60	6.33	0.76494	0.76494	6595.80	8849.00	8849.00	True
LW60	6.50	0.79100	0.79100	6595.80	8929.70	8929.70	True
LW60	6.67	0.81544	0.81544	6595.80	9005.40	9005.40	True
LW60	6.83	0.83850	0.83850	6595.80	9076.82	9076.82	True
LW60	7.00	0.85619	0.85619	6595.80	9131.60	9131.60	True
LW60	7.17	0.87476	0.87476	6595.80	9189.10	9189.10	True
LW60	7.33	0.88996	0.88996	6595.80	9236.20	9236.20	True
LW60	7.50	0.90469	0.90469	6595.80	9281.80	9281.80	True
LW60	7.67	0.91708	0.91708	6595.80	9320.20	9320.20	True
LW60	7.83	0.92744	0.92744	6595.80	9352.27	9352.27	True
LW60	8.00	0.93801	0.93801	6595.80	9385.00	9385.00	True
LW60	8.17	0.94576	0.94576	6595.80	9409.00	9409.00	True
LW60	8.33	0.95506	0.95506	6595.80	9437.80	9437.80	True
LW60	8.50	0.96125	0.96125	6595.80	9457.00	9457.00	True
LW60	8.67	0.96668	0.96668	6595.80	9473.80	9473.80	True
LW60	8.83	0.97534	0.97534	6595.80	9500.64	9500.64	True
LW60	9.00	0.97675	0.97675	6595.80	9505.00	9505.00	True
LW60	9.17	0.98218	0.98218	6595.80	9521.80	9521.80	True
LW60	9.33	0.98528	0.98528	6595.80	9531.40	9531.40	True
LW60	9.50	0.99225	0.99225	6595.80	9553.00	9553.00	True
LW60	9.67	0.99225	0.99225	6595.80	9553.00	9553.00	True
LW60	9.83	0.99507	0.99507	6595.80	9561.73	9561.73	True
LW60	10.00	1.00000	1.00000	6595.80	9577.00	9577.00	True
LW60	10.17	1.00000	1.00000	6595.80	9577.00	9577.00	True
LW60	10.33	1.00000	1.00000	6595.80	9577.00	9577.00	True
LW60	10.50	1.00000	1.00000	6595.80	9577.00	9577.00	True
LW60	10.67	1.00000	1.00000	6595.80	9577.00	9577.00	True
LW60	10.83	0.99789	0.99789	6595.80	9570.45	9570.45	True
LW60	11.00	0.99458	0.99458	6595.80	9560.20	9560.20	True
LW60	11.17	0.99303	0.99303	6595.80	9555.40	9555.40	True
LW60	11.33	0.99225	0.99225	6595.80	9553.00	9553.00	True
LW60	11.50	0.98450	0.98450	6595.80	9529.00	9529.00	True
LW60	11.67	0.98373	0.98373	6595.80	9526.60	9526.60	True
LW60	11.83	0.97816	0.97816	6595.80	9509.36	9509.36	True
LW60	12.00	0.97675	0.97675	6595.80	9505.00	9505.00	True
LW60	12.17	0.96978	0.96978	6595.80	9483.40	9483.40	True
LW60	12.33	0.96280	0.96280	6595.80	9461.80	9461.80	True
LW60	12.50	0.96048	0.96048	6595.80	9454.60	9454.60	True
LW60	12.67	0.95351	0.95351	6595.80	9433.00	9433.00	True
LW60	12.83	0.94646	0.94646	6595.80	9411.18	9411.18	True
LW60	13.00	0.94111	0.94111	6595.80	9394.60	9394.60	True
LW60	13.17	0.93491	0.93491	6595.80	9375.40	9375.40	True
LW65	0.00			9350.09	6840.45		True
LW65	0.17	-0.14101	-0.14101	9350.09	8443.00	8443.00	True
LW65	0.33	-0.07494	-0.07494	9350.09	8678.70	8678.70	True
LW65	0.50	-0.02720	-0.02720	9350.09	8849.00	8849.00	True
LW65	0.67	0.00669	0.00669	9350.09	8969.90	8969.90	True
LW65	0.83	0.03605	0.03605	9350.09	9074.64	9074.64	True
LW65	1.00	0.05941	0.05941	9350.09	9158.00	9158.00	True
LW65	1.17	0.07536	0.07536	9350.09	9214.90	9214.90	True
LW65	1.33	0.08941	0.08941	9350.09	9265.00	9265.00	True
LW65	1.50	0.10152	0.10152	9350.09	9308.20	9308.20	True
LW65	1.67	0.10959	0.10959	9350.09	9337.00	9337.00	True
LW65	1.83	0.11693	0.11693	9350.09	9363.18	9363.18	True
LW65	2.00	0.12170	0.12170	9350.09	9380.20	9380.20	True
LW65	2.17	0.12708	0.12708	9350.09	9399.40	9399.40	True
LW65	2.33	0.12977	0.12977	9350.09	9409.00	9409.00	True
LW65	2.50	0.13044	0.13044	9350.09	9411.40	9411.40	True
LW65	2.67	0.12977	0.12977	9350.09	9409.00	9409.00	True
LW65	2.83	0.13161	0.13161	9350.09	9415.55	9415.55	True
LW65	3.00	0.13044	0.13044	9350.09	9411.40	9411.40	True
LW65	3.17	0.13044	0.13044	9350.09	9411.40	9411.40	True
LW65	3.33	0.12977	0.12977	9350.09	9409.00	9409.00	True
LW65	3.50	0.12977	0.12977	9350.09	9409.00	9409.00	True
LW65	3.67	0.12977	0.12977	9350.09	9409.00	9409.00	True
LW65	3.83	0.12916	0.12916	9350.09	9406.82	9406.82	True
LW65	4.00	0.12977	0.12977	9350.09	9409.00	9409.00	True
LW65	4.17	0.12977	0.12977	9350.09	9409.00	9409.00	True
LW65	4.33	0.12573	0.12573	9350.09	9394.60	9394.60	True
LW65	4.50	0.12977	0.12977	9350.09	9409.00	9409.00	True
LW65	4.67	0.14054	0.14054	9350.09	9447.40	9447.40	True
LW65	4.83	0.17809	0.17809	9350.09	9581.36	9581.36	True
LW65	5.00	0.25569	0.25569	9350.09	9858.20	9858.20	True
LW65	5.17	0.33849	0.33849	9350.09	10153.60	10153.60	True
LW65	5.33	0.41760	0.41760	9350.09	10435.80	10435.80	True
LW65	5.50	0.48748	0.48748	9350.09	10685.10	10685.10	True
LW65	5.67	0.55010	0.55010	9350.09	10908.50	10908.50	True
LW65	5.83	0.60551	0.60551	9350.09	11106.18	11106.18	True
LW65	6.00	0.65314	0.65314	9350.09	11276.10	11276.10	True
LW65	6.17	0.69561	0.69561	9350.09	11427.60	11427.60	True
LW65	6.33	0.73188	0.73188	9350.09	11557.00	11557.00	True
LW65	6.50	0.76459	0.76459	9350.09	11673.70	11673.70	True
LW65	6.67	0.79187	0.79187	9350.09	11771.00	11771.00	True
LW65	6.83	0.81761	0.81761	9350.09	11862.82	11862.82	True
LW65	7.00	0.84106	0.84106	9350.09	11946.50	11946.50	True
LW65	7.17	0.85872	0.85872	9350.09	12009.50	12009.50	True
LW65	7.33	0.87694	0.87694	9350.09	12074.50	12074.50	True
LW65	7.50	0.89236	0.89236	9350.09	12129.50	12129.50	True
LW65	7.67	0.90870	0.90870	9350.09	12187.80	12187.80	True
LW65	7.83	0.91882	0.91882	9350.09	12223.91	12223.91	True
LW65	8.00	0.93048	0.93048	9350.09	12265.50	12265.50	True
LW65	8.17	0.93973	0.93973	9350.09	12298.50	12298.50	True
LW65	8.33	0.94688	0.94688	9350.09	12324.00	12324.00	True
LW65	8.50	0.95459	0.95459	9350.09	12351.50	12351.50	True
LW65	8.67	0.96300	0.96300	9350.09	12381.50	12381.50	True
LW65	8.83	0.96900	0.96900	9350.09	12402.91	12402.91	True
LW65	9.00	0.97309	0.97309	9350.09	12417.50	12417.50	True
LW65	9.17	0.97800	0.97800	9350.09	12435.00	12435.00	True
LW65	9.33	0.98500	0.98500	9350.09	12460.00	12460.00	True
LW65	9.50	0.98921	0.98921	9350.09	12475.00	12475.00	True
LW65	9.67	0.99201	0.99201	9350.09	12485.00	12485.00	True
LW65	9.83	0.99400	0.99400	9350.09	12492.09	12492.09	True
LW65	10.00	0.99857	0.99857	9350.09	12508.40	12508.40	True
LW65	10.17	0.99857	0.99857	9350.09	12508.40	12508.40	True
LW65	10.33	1.00000	1.00000	9350.09	12513.50	12513.50	True
LW65	10.50	1.00000	1.00000	9350.09	12513.50	12513.50	True
LW65	10.67	0.99930	0.99930	9350.09	12511.00	12511.00	True
LW65	10.83	0.99930	0.99930	9350.09	12511.00	12511.00	True
LW65	11.00	0.99857	0.99857	9350.09	12508.40	12508.40	True
LW65	11.17	0.99493	0.99493	9350.09	12495.40	12495.40	True
LW65	11.33	0.99201	0.99201	9350.09	12485.00	12485.00	True
LW65	11.50	0.98640	0.98640	9350.09	12465.00	12465.00	True
LW65	11.67	0.98360	0.98360	9350.09	12455.00	12455.00	True
LW65	11.83	0.98118	0.98118	9350.09	12446.36	12446.36	True
LW65	12.00	0.97800	0.97800	9350.09	12435.00	12435.00	True
LW65	12.17	0.97449	0.97449	9350.09	12422.50	12422.50	True
LW65	12.33	0.97169	0.97169	9350.09	12412.50	12412.50	True
LW65	12.50	0.96370	0.96370	9350.09	12384.00	12384.00	True
LW65	12.67	0.95949	0.95949	9350.09	12369.00	12369.00	True
LW65	12.83	0.95478	0.95478	9350.09	12352.18	12352.18	True
LW65	13.00	0.94898	0.94898	9350.09	12331.50	12331.50	True
LW65	13.17	0.94548	0.94548	9350.09	12319.00	12319.00	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