2026-04-15 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: Gram-negative cocci
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Gram-negative cocci | Run: 2026-04-15 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	2026-04-15 inc5	Run date	2026-04-15
Media	FB	Incubator	inc5
Well file	2026-04-15 A4.xlsx	Well ID	A4
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	NBF
Strain source	NBF	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	10.39356	2.0-42.0 h
LW60	end_norm	0.24132	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.44115	2.0-42.0 h
LW60	max_norm	0.44115	2.0-42.0 h
LW60	min_norm	-0.05398	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	0.00028	2.0-42.0 h
LW61	auc_norm	20.01676	2.0-42.0 h
LW61	end_norm	0.64508	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.64508	2.0-42.0 h
LW61	max_norm	0.64508	2.0-42.0 h
LW61	min_norm	-0.02170	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	0.01012	2.0-42.0 h
LW62	auc_norm	-27.43183	2.0-42.0 h
LW62	end_norm	-0.58375	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.98485	2.0-42.0 h
LW62	max_norm	0.11593	2.0-42.0 h
LW62	min_norm	-0.98485	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	0.00299	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	0.35685	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	0.22282	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	9.90994	2.0-42.0 h
LW65	end_norm	0.22711	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.38777	2.0-42.0 h
LW65	max_norm	0.38777	2.0-42.0 h
LW65	min_norm	-0.02914	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	0.00061	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 564 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	14570.76545	493.47154	Ready
LW65	5	8719.48000	292.24495	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	0.00–46.83 h	6349.82–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	6349.82–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	6349.82–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	6349.82–49923.62 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	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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			15177.84	9005.09		True
LW60	0.17	-0.21710	-0.21710	15177.84	12184.70	12985.33	True
LW60	0.33	-0.10877	-0.10877	15177.84	13776.40	13776.40	True
LW60	0.50	-0.01795	-0.01795	15177.84	14439.70	14439.70	True
LW60	0.67	0.02159	0.02159	15177.84	14728.40	14728.40	True
LW60	0.83	0.04491	0.04491	15177.84	14898.73	14898.73	True
LW60	1.00	0.06023	0.06023	15177.84	15010.60	15010.60	True
LW60	1.17	0.07294	0.07294	15177.84	15103.40	15103.40	True
LW60	1.33	0.09949	0.09949	15177.84	15297.30	15297.30	True
LW60	1.50	0.10496	0.10496	15177.84	15337.30	15337.30	True
LW60	1.67	0.09731	0.09731	15177.84	15281.40	15281.40	True
LW60	1.83	0.06895	0.06895	15177.84	15074.27	15074.27	True
LW60	2.00	0.03602	0.03602	15177.84	14833.80	14833.80	True
LW60	2.17	0.01115	0.01115	15177.84	14652.20	14652.20	True
LW60	2.33	-0.00290	-0.00290	15177.84	14549.60	14549.60	True
LW60	2.50	-0.01076	-0.01076	15177.84	14492.20	14492.20	True
LW60	2.67	-0.01443	-0.01443	15177.84	14465.40	14465.40	True
LW60	2.83	-0.01796	-0.01796	15177.84	14439.64	14439.64	True
LW60	3.00	-0.02119	-0.02119	15177.84	14416.00	14416.00	True
LW60	3.17	-0.02368	-0.02368	15177.84	14397.80	14397.80	True
LW60	3.33	-0.02511	-0.02511	15177.84	14387.40	14387.40	True
LW60	3.50	-0.02689	-0.02689	15177.84	14374.40	14374.40	True
LW60	3.67	-0.02905	-0.02905	15177.84	14358.60	14358.60	True
LW60	3.83	-0.02767	-0.02767	15177.84	14368.73	14368.73	True
LW60	4.00	-0.01903	-0.01903	15177.84	14431.80	14431.80	True
LW60	4.17	0.01872	0.01872	15177.84	14707.50	14707.50	True
LW60	4.33	0.08351	0.08351	15177.84	15180.60	15180.60	True
LW60	4.50	0.16090	0.16090	15177.84	15745.80	15745.80	True
LW60	4.67	0.24839	0.24839	15177.84	16384.70	16384.70	True
LW60	4.83	0.34235	0.34235	15177.84	17070.91	17070.91	True
LW60	5.00	0.44364	0.44364	15177.84	17810.60	17810.60	True
LW60	5.17	0.54463	0.54463	15177.84	18548.10	18548.10	True
LW60	5.33	0.64879	0.64879	15177.84	19308.80	19308.80	True
LW60	5.50	0.73974	0.73974	15177.84	19973.00	19973.00	True
LW60	5.67	0.80938	0.80938	15177.84	20481.50	20481.50	True
LW60	5.83	0.85575	0.85575	15177.84	20820.18	20820.18	True
LW60	6.00	0.88285	0.88285	15177.84	21018.10	21018.10	True
LW60	6.17	0.89890	0.89890	15177.84	21135.30	21135.30	True
LW60	6.33	0.91298	0.91298	15177.84	21238.10	21238.10	True
LW60	6.50	0.92467	0.92467	15177.84	21323.50	21323.50	True
LW60	6.67	0.93556	0.93556	15177.84	21403.00	21403.00	True
LW60	6.83	0.94933	0.94933	15177.84	21503.55	21503.55	True
LW60	7.00	0.95897	0.95897	15177.84	21574.00	21574.00	True
LW60	7.17	0.97034	0.97034	15177.84	21657.00	21657.00	True
LW60	7.33	0.97886	0.97886	15177.84	21719.20	21719.20	True
LW60	7.50	0.98620	0.98620	15177.84	21772.80	21772.80	True
LW60	7.67	0.99266	0.99266	15177.84	21820.00	21820.00	True
LW60	7.83	0.99841	0.99841	15177.84	21862.00	21862.00	True
LW60	8.00	1.00000	1.00000	15177.84	21873.60	21873.60	True
LW60	8.17	0.99960	0.99960	15177.84	21870.70	21870.70	True
LW60	8.33	0.99677	0.99677	15177.84	21850.00	21850.00	True
LW60	8.50	0.99389	0.99389	15177.84	21829.00	21829.00	True
LW60	8.67	0.98861	0.98861	15177.84	21790.40	21790.40	True
LW60	8.83	0.98249	0.98249	15177.84	21745.73	21745.73	True
LW60	9.00	0.97196	0.97196	15177.84	21668.80	21668.80	True
LW60	9.17	0.96181	0.96181	15177.84	21594.70	21594.70	True
LW60	9.33	0.95091	0.95091	15177.84	21515.10	21515.10	True
LW60	9.50	0.93919	0.93919	15177.84	21429.50	21429.50	True
LW60	9.67	0.92385	0.92385	15177.84	21317.50	21317.50	True
LW60	9.83	0.91191	0.91191	15177.84	21230.27	21230.27	True
LW60	10.00	0.89690	0.89690	15177.84	21120.70	21120.70	True
LW60	10.17	0.88526	0.88526	15177.84	21035.70	21035.70	True
LW60	10.33	0.87241	0.87241	15177.84	20941.80	20941.80	True
LW60	10.50	0.85882	0.85882	15177.84	20842.60	20842.60	True
LW60	10.67	0.84639	0.84639	15177.84	20751.80	20751.80	True
LW60	10.83	0.83327	0.83327	15177.84	20656.00	20656.00	True
LW60	11.00	0.82056	0.82056	15177.84	20563.20	20563.20	True
LW60	11.17	0.80891	0.80891	15177.84	20478.10	20478.10	True
LW60	11.33	0.79541	0.79541	15177.84	20379.50	20379.50	True
LW60	11.50	0.78356	0.78356	15177.84	20293.00	20293.00	True
LW60	11.67	0.77251	0.77251	15177.84	20212.30	20212.30	True
LW60	11.83	0.76143	0.76143	15177.84	20131.36	20131.36	True
LW60	12.00	0.74918	0.74918	15177.84	20041.90	20041.90	True
LW60	12.17	0.73536	0.73536	15177.84	19941.00	19941.00	True
LW60	12.33	0.72197	0.72197	15177.84	19843.20	19843.20	True
LW60	12.50	0.71018	0.71018	15177.84	19757.10	19757.10	True
LW60	12.67	0.69764	0.69764	15177.84	19665.50	19665.50	True
LW60	12.83	0.68278	0.68278	15177.84	19557.00	19557.00	True
LW60	13.00	0.67022	0.67022	15177.84	19465.30	19465.30	True
LW60	13.17	0.65930	0.65930	15177.84	19385.50	19385.50	True
LW65	0.00	-0.48319	-0.48319	9124.69	6349.82	6814.00	True
LW65	0.17	-0.30995	-0.30995	9124.69	7497.20	7497.20	True
LW65	0.33	-0.11895	-0.11895	9124.69	8250.40	8250.40	True
LW65	0.50	-0.01995	-0.01995	9124.69	8640.80	8640.80	True
LW65	0.67	0.02382	0.02382	9124.69	8813.40	8813.40	True
LW65	0.83	0.04679	0.04679	9124.69	8904.00	8904.00	True
LW65	1.00	0.06829	0.06829	9124.69	8988.80	8988.80	True
LW65	1.17	0.08526	0.08526	9124.69	9055.70	9055.70	True
LW65	1.33	0.10207	0.10207	9124.69	9122.00	9122.00	True
LW65	1.50	0.10998	0.10998	9124.69	9153.20	9153.20	True
LW65	1.67	0.11303	0.11303	9124.69	9165.20	9165.20	True
LW65	1.83	0.09552	0.09552	9124.69	9096.18	9096.18	True
LW65	2.00	0.07253	0.07253	9124.69	9005.50	9005.50	True
LW65	2.17	0.05693	0.05693	9124.69	8944.00	8944.00	True
LW65	2.33	0.04781	0.04781	9124.69	8908.00	8908.00	True
LW65	2.50	0.04256	0.04256	9124.69	8887.30	8887.30	True
LW65	2.67	0.04197	0.04197	9124.69	8885.00	8885.00	True
LW65	2.83	0.04197	0.04197	9124.69	8885.00	8885.00	True
LW65	3.00	0.04197	0.04197	9124.69	8885.00	8885.00	True
LW65	3.17	0.03893	0.03893	9124.69	8873.00	8873.00	True
LW65	3.33	0.03589	0.03589	9124.69	8861.00	8861.00	True
LW65	3.50	0.03589	0.03589	9124.69	8861.00	8861.00	True
LW65	3.67	0.03589	0.03589	9124.69	8861.00	8861.00	True
LW65	3.83	0.03533	0.03533	9124.69	8858.82	8858.82	True
LW65	4.00	0.04010	0.04010	9124.69	8877.60	8877.60	True
LW65	4.17	0.06954	0.06954	9124.69	8993.70	8993.70	True
LW65	4.33	0.12325	0.12325	9124.69	9205.50	9205.50	True
LW65	4.50	0.18459	0.18459	9124.69	9447.40	9447.40	True
LW65	4.67	0.25947	0.25947	9124.69	9742.70	9742.70	True
LW65	4.83	0.33744	0.33744	9124.69	10050.18	10050.18	True
LW65	5.00	0.42288	0.42288	9124.69	10387.10	10387.10	True
LW65	5.17	0.50717	0.50717	9124.69	10719.50	10719.50	True
LW65	5.33	0.59693	0.59693	9124.69	11073.50	11073.50	True
LW65	5.50	0.67729	0.67729	9124.69	11390.40	11390.40	True
LW65	5.67	0.74287	0.74287	9124.69	11649.00	11649.00	True
LW65	5.83	0.78960	0.78960	9124.69	11833.27	11833.27	True
LW65	6.00	0.82346	0.82346	9124.69	11966.80	11966.80	True
LW65	6.17	0.84443	0.84443	9124.69	12049.50	12049.50	True
LW65	6.33	0.86601	0.86601	9124.69	12134.60	12134.60	True
LW65	6.50	0.88272	0.88272	9124.69	12200.50	12200.50	True
LW65	6.67	0.89986	0.89986	9124.69	12268.10	12268.10	True
LW65	6.83	0.91657	0.91657	9124.69	12334.00	12334.00	True
LW65	7.00	0.93318	0.93318	9124.69	12399.50	12399.50	True
LW65	7.17	0.94599	0.94599	9124.69	12450.00	12450.00	True
LW65	7.33	0.95879	0.95879	9124.69	12500.50	12500.50	True
LW65	7.50	0.97033	0.97033	9124.69	12546.00	12546.00	True
LW65	7.67	0.98326	0.98326	9124.69	12597.00	12597.00	True
LW65	7.83	0.99168	0.99168	9124.69	12630.18	12630.18	True
LW65	8.00	0.99538	0.99538	9124.69	12644.80	12644.80	True
LW65	8.17	1.00000	1.00000	9124.69	12663.00	12663.00	True
LW65	8.33	1.00000	1.00000	9124.69	12663.00	12663.00	True
LW65	8.50	1.00000	1.00000	9124.69	12663.00	12663.00	True
LW65	8.67	0.99934	0.99934	9124.69	12660.40	12660.40	True
LW65	8.83	0.99341	0.99341	9124.69	12637.00	12637.00	True
LW65	9.00	0.98580	0.98580	9124.69	12607.00	12607.00	True
LW65	9.17	0.97809	0.97809	9124.69	12576.60	12576.60	True
LW65	9.33	0.97033	0.97033	9124.69	12546.00	12546.00	True
LW65	9.50	0.96206	0.96206	9124.69	12513.40	12513.40	True
LW65	9.67	0.95043	0.95043	9124.69	12467.50	12467.50	True
LW65	9.83	0.93988	0.93988	9124.69	12425.91	12425.91	True
LW65	10.00	0.92735	0.92735	9124.69	12376.50	12376.50	True
LW65	10.17	0.91911	0.91911	9124.69	12344.00	12344.00	True
LW65	10.33	0.91082	0.91082	9124.69	12311.30	12311.30	True
LW65	10.50	0.89984	0.89984	9124.69	12268.00	12268.00	True
LW65	10.67	0.88969	0.88969	9124.69	12228.00	12228.00	True
LW65	10.83	0.88059	0.88059	9124.69	12192.09	12192.09	True
LW65	11.00	0.87042	0.87042	9124.69	12152.00	12152.00	True
LW65	11.17	0.85901	0.85901	9124.69	12107.00	12107.00	True
LW65	11.33	0.84950	0.84950	9124.69	12069.50	12069.50	True
LW65	11.50	0.84062	0.84062	9124.69	12034.50	12034.50	True
LW65	11.67	0.83238	0.83238	9124.69	12002.00	12002.00	True
LW65	11.83	0.82325	0.82325	9124.69	11966.00	11966.00	True
LW65	12.00	0.81250	0.81250	9124.69	11923.60	11923.60	True
LW65	12.17	0.80170	0.80170	9124.69	11881.00	11881.00	True
LW65	12.33	0.79092	0.79092	9124.69	11838.50	11838.50	True
LW65	12.50	0.78141	0.78141	9124.69	11801.00	11801.00	True
LW65	12.67	0.77190	0.77190	9124.69	11763.50	11763.50	True
LW65	12.83	0.75905	0.75905	9124.69	11712.82	11712.82	True
LW65	13.00	0.75035	0.75035	9124.69	11678.50	11678.50	True
LW65	13.17	0.74099	0.74099	9124.69	11641.60	11641.60	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