2026-04-10 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: Kingella kingae
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Kingella kingae | Run: 2026-04-10 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	2026-04-10 inc4	Run date	2026-04-10
Media	FB	Incubator	inc4
Well file	2026-04-10 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 23330
Strain source	ATCC 23330	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	3.03605	2.0-42.0 h
LW60	end_norm	0.08821	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.13401	2.0-42.0 h
LW60	max_norm	0.13401	2.0-42.0 h
LW60	min_norm	-0.00210	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	0.00070	2.0-42.0 h
LW61	auc_norm		2.0-42.0 h
LW61	end_norm		2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm		2.0-42.0 h
LW61	max_norm		2.0-42.0 h
LW61	min_norm		2.0-42.0 h
LW61	pct_abnormal_rows	0.01452	2.0-42.0 h
LW61	pct_missing_norm	1.00000	2.0-42.0 h
LW61	pct_saturated_rows	0.00000	2.0-42.0 h
LW61	slope_norm		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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.31162	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-7.93241	2.0-42.0 h
LW64	end_norm	-0.13877	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.55954	2.0-42.0 h
LW64	max_norm	0.00101	2.0-42.0 h
LW64	min_norm	-0.55954	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	0.00447	2.0-42.0 h
LW65	auc_norm	4.55543	2.0-42.0 h
LW65	end_norm	0.15388	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.15388	2.0-42.0 h
LW65	max_norm	0.15388	2.0-42.0 h
LW65	min_norm	0.00272	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	0.00231	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 526 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	6440.21091	84.29188	Ready
LW65	5	8848.88364	124.40539	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	0.00–44.33 h	5575.82–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	5575.82–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	5575.82–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	5575.82–49923.62 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	0.00–44.33 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 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	-0.59398	-0.59398	6577.80	5575.82	5834.89	True
LW60	0.17	-0.28262	-0.28262	6577.80	6152.20	6152.20	True
LW60	0.33	-0.12542	-0.12542	6577.80	6312.40	6312.40	True
LW60	0.50	-0.03229	-0.03229	6577.80	6407.30	6407.30	True
LW60	0.67	0.01873	0.01873	6577.80	6459.30	6459.30	True
LW60	0.83	0.05239	0.05239	6577.80	6493.60	6493.60	True
LW60	1.00	0.08659	0.08659	6577.80	6528.45	6528.45	True
LW60	1.17	0.10116	0.10116	6577.80	6543.30	6543.30	True
LW60	1.33	0.12147	0.12147	6577.80	6564.00	6564.00	True
LW60	1.50	0.14178	0.14178	6577.80	6584.70	6584.70	True
LW60	1.67	0.14178	0.14178	6577.80	6584.70	6584.70	True
LW60	1.83	0.12824	0.12824	6577.80	6570.90	6570.90	True
LW60	2.00	0.12147	0.12147	6577.80	6564.00	6564.00	True
LW60	2.17	0.12373	0.12373	6577.80	6566.30	6566.30	True
LW60	2.33	0.13727	0.13727	6577.80	6580.10	6580.10	True
LW60	2.50	0.14404	0.14404	6577.80	6587.00	6587.00	True
LW60	2.67	0.14404	0.14404	6577.80	6587.00	6587.00	True
LW60	2.83	0.14404	0.14404	6577.80	6587.00	6587.00	True
LW60	3.00	0.14836	0.14836	6577.80	6591.40	6591.40	True
LW60	3.17	0.15915	0.15915	6577.80	6602.40	6602.40	True
LW60	3.33	0.16347	0.16347	6577.80	6606.80	6606.80	True
LW60	3.50	0.16563	0.16563	6577.80	6609.00	6609.00	True
LW60	3.67	0.16563	0.16563	6577.80	6609.00	6609.00	True
LW60	3.83	0.16973	0.16973	6577.80	6613.18	6613.18	True
LW60	4.00	0.16788	0.16788	6577.80	6611.30	6611.30	True
LW60	4.17	0.14836	0.14836	6577.80	6591.40	6591.40	True
LW60	4.33	0.14404	0.14404	6577.80	6587.00	6587.00	True
LW60	4.50	0.14404	0.14404	6577.80	6587.00	6587.00	True
LW60	4.67	0.14404	0.14404	6577.80	6587.00	6587.00	True
LW60	4.83	0.14796	0.14796	6577.80	6591.00	6591.00	True
LW60	5.00	0.16563	0.16563	6577.80	6609.00	6609.00	True
LW60	5.17	0.16788	0.16788	6577.80	6611.30	6611.30	True
LW60	5.33	0.18820	0.18820	6577.80	6632.00	6632.00	True
LW60	5.50	0.19722	0.19722	6577.80	6641.20	6641.20	True
LW60	5.67	0.22431	0.22431	6577.80	6668.80	6668.80	True
LW60	5.83	0.25314	0.25314	6577.80	6698.18	6698.18	True
LW60	6.00	0.30673	0.30673	6577.80	6752.80	6752.80	True
LW60	6.17	0.38936	0.38936	6577.80	6837.00	6837.00	True
LW60	6.33	0.49023	0.49023	6577.80	6939.80	6939.80	True
LW60	6.50	0.60955	0.60955	6577.80	7061.40	7061.40	True
LW60	6.67	0.72691	0.72691	6577.80	7181.00	7181.00	True
LW60	6.83	0.82745	0.82745	6577.80	7283.45	7283.45	True
LW60	7.00	0.89392	0.89392	6577.80	7351.20	7351.20	True
LW60	7.17	0.94132	0.94132	6577.80	7399.50	7399.50	True
LW60	7.33	0.97743	0.97743	6577.80	7436.30	7436.30	True
LW60	7.50	0.99774	0.99774	6577.80	7457.00	7457.00	True
LW60	7.67	0.99774	0.99774	6577.80	7457.00	7457.00	True
LW60	7.83	0.99979	0.99979	6577.80	7459.09	7459.09	True
LW60	8.00	1.00000	1.00000	6577.80	7459.30	7459.30	True
LW60	8.17	0.99774	0.99774	6577.80	7457.00	7457.00	True
LW60	8.33	0.99774	0.99774	6577.80	7457.00	7457.00	True
LW60	8.50	0.98194	0.98194	6577.80	7440.90	7440.90	True
LW60	8.67	0.97517	0.97517	6577.80	7434.00	7434.00	True
LW60	8.83	0.95876	0.95876	6577.80	7417.27	7417.27	True
LW60	9.00	0.95260	0.95260	6577.80	7411.00	7411.00	True
LW60	9.17	0.94132	0.94132	6577.80	7399.50	7399.50	True
LW60	9.33	0.93004	0.93004	6577.80	7388.00	7388.00	True
LW60	9.50	0.91198	0.91198	6577.80	7369.60	7369.60	True
LW60	9.67	0.90747	0.90747	6577.80	7365.00	7365.00	True
LW60	9.83	0.88900	0.88900	6577.80	7346.18	7346.18	True
LW60	10.00	0.88490	0.88490	6577.80	7342.00	7342.00	True
LW60	10.17	0.87361	0.87361	6577.80	7330.50	7330.50	True
LW60	10.33	0.86233	0.86233	6577.80	7319.00	7319.00	True
LW60	10.50	0.84202	0.84202	6577.80	7298.30	7298.30	True
LW60	10.67	0.83976	0.83976	6577.80	7296.00	7296.00	True
LW60	10.83	0.83976	0.83976	6577.80	7296.00	7296.00	True
LW60	11.00	0.81945	0.81945	6577.80	7275.30	7275.30	True
LW60	11.17	0.81268	0.81268	6577.80	7268.40	7268.40	True
LW60	11.33	0.79462	0.79462	6577.80	7250.00	7250.00	True
LW60	11.50	0.78559	0.78559	6577.80	7240.80	7240.80	True
LW60	11.67	0.77205	0.77205	6577.80	7227.00	7227.00	True
LW60	11.83	0.75974	0.75974	6577.80	7214.45	7214.45	True
LW60	12.00	0.74948	0.74948	6577.80	7204.00	7204.00	True
LW60	12.17	0.74723	0.74723	6577.80	7201.70	7201.70	True
LW60	12.33	0.72691	0.72691	6577.80	7181.00	7181.00	True
LW60	12.50	0.72691	0.72691	6577.80	7181.00	7181.00	True
LW60	12.67	0.70660	0.70660	6577.80	7160.30	7160.30	True
LW60	12.83	0.70434	0.70434	6577.80	7158.00	7158.00	True
LW60	13.00	0.69080	0.69080	6577.80	7144.20	7144.20	True
LW60	13.17	0.68177	0.68177	6577.80	7135.00	7135.00	True
LW65	0.00	-0.47686	-0.47686	9160.40	7661.00	8004.78	True
LW65	0.17	-0.21207	-0.21207	9160.40	8473.50	8473.50	True
LW65	0.33	-0.10281	-0.10281	9160.40	8666.90	8666.90	True
LW65	0.50	-0.03084	-0.03084	9160.40	8794.30	8794.30	True
LW65	0.67	0.01091	0.01091	9160.40	8868.20	8868.20	True
LW65	0.83	0.04424	0.04424	9160.40	8927.20	8927.20	True
LW65	1.00	0.07849	0.07849	9160.40	8987.82	8987.82	True
LW65	1.17	0.10334	0.10334	9160.40	9031.80	9031.80	True
LW65	1.33	0.13028	0.13028	9160.40	9079.50	9079.50	True
LW65	1.50	0.15158	0.15158	9160.40	9117.20	9117.20	True
LW65	1.67	0.17056	0.17056	9160.40	9150.80	9150.80	True
LW65	1.83	0.18141	0.18141	9160.40	9170.00	9170.00	True
LW65	2.00	0.19004	0.19004	9160.40	9185.27	9185.27	True
LW65	2.17	0.20406	0.20406	9160.40	9210.10	9210.10	True
LW65	2.33	0.22016	0.22016	9160.40	9238.60	9238.60	True
LW65	2.50	0.23643	0.23643	9160.40	9267.40	9267.40	True
LW65	2.67	0.24864	0.24864	9160.40	9289.00	9289.00	True
LW65	2.83	0.25480	0.25480	9160.40	9299.91	9299.91	True
LW65	3.00	0.27169	0.27169	9160.40	9329.80	9329.80	True
LW65	3.17	0.28253	0.28253	9160.40	9349.00	9349.00	True
LW65	3.33	0.29609	0.29609	9160.40	9373.00	9373.00	True
LW65	3.50	0.31236	0.31236	9160.40	9401.80	9401.80	True
LW65	3.67	0.31914	0.31914	9160.40	9413.80	9413.80	True
LW65	3.83	0.32752	0.32752	9160.40	9428.64	9428.64	True
LW65	4.00	0.33812	0.33812	9160.40	9447.40	9447.40	True
LW65	4.17	0.33812	0.33812	9160.40	9447.40	9447.40	True
LW65	4.33	0.34355	0.34355	9160.40	9457.00	9457.00	True
LW65	4.50	0.34355	0.34355	9160.40	9457.00	9457.00	True
LW65	4.67	0.34626	0.34626	9160.40	9461.80	9461.80	True
LW65	4.83	0.35834	0.35834	9160.40	9483.18	9483.18	True
LW65	5.00	0.37066	0.37066	9160.40	9505.00	9505.00	True
LW65	5.17	0.38151	0.38151	9160.40	9524.20	9524.20	True
LW65	5.33	0.38964	0.38964	9160.40	9538.60	9538.60	True
LW65	5.50	0.39778	0.39778	9160.40	9553.00	9553.00	True
LW65	5.67	0.41134	0.41134	9160.40	9577.00	9577.00	True
LW65	5.83	0.42366	0.42366	9160.40	9598.82	9598.82	True
LW65	6.00	0.44388	0.44388	9160.40	9634.60	9634.60	True
LW65	6.17	0.47100	0.47100	9160.40	9682.60	9682.60	True
LW65	6.33	0.50760	0.50760	9160.40	9747.40	9747.40	True
LW65	6.50	0.55506	0.55506	9160.40	9831.40	9831.40	True
LW65	6.67	0.60850	0.60850	9160.40	9926.00	9926.00	True
LW65	6.83	0.65262	0.65262	9160.40	10004.09	10004.09	True
LW65	7.00	0.69042	0.69042	9160.40	10071.00	10071.00	True
LW65	7.17	0.72194	0.72194	9160.40	10126.80	10126.80	True
LW65	7.33	0.74793	0.74793	9160.40	10172.80	10172.80	True
LW65	7.50	0.76696	0.76696	9160.40	10206.50	10206.50	True
LW65	7.67	0.77403	0.77403	9160.40	10219.00	10219.00	True
LW65	7.83	0.78214	0.78214	9160.40	10233.36	10233.36	True
LW65	8.00	0.79052	0.79052	9160.40	10248.20	10248.20	True
LW65	8.17	0.79323	0.79323	9160.40	10253.00	10253.00	True
LW65	8.33	0.79323	0.79323	9160.40	10253.00	10253.00	True
LW65	8.50	0.79323	0.79323	9160.40	10253.00	10253.00	True
LW65	8.67	0.79866	0.79866	9160.40	10262.60	10262.60	True
LW65	8.83	0.79693	0.79693	9160.40	10259.55	10259.55	True
LW65	9.00	0.80137	0.80137	9160.40	10267.40	10267.40	True
LW65	9.17	0.79730	0.79730	9160.40	10260.20	10260.20	True
LW65	9.33	0.79459	0.79459	9160.40	10255.40	10255.40	True
LW65	9.50	0.79188	0.79188	9160.40	10250.60	10250.60	True
LW65	9.67	0.79188	0.79188	9160.40	10250.60	10250.60	True
LW65	9.83	0.79077	0.79077	9160.40	10248.64	10248.64	True
LW65	10.00	0.78917	0.78917	9160.40	10245.80	10245.80	True
LW65	10.17	0.78239	0.78239	9160.40	10233.80	10233.80	True
LW65	10.33	0.78103	0.78103	9160.40	10231.40	10231.40	True
LW65	10.50	0.77968	0.77968	9160.40	10229.00	10229.00	True
LW65	10.67	0.77968	0.77968	9160.40	10229.00	10229.00	True
LW65	10.83	0.77968	0.77968	9160.40	10229.00	10229.00	True
LW65	11.00	0.77685	0.77685	9160.40	10224.00	10224.00	True
LW65	11.17	0.77403	0.77403	9160.40	10219.00	10219.00	True
LW65	11.33	0.76555	0.76555	9160.40	10204.00	10204.00	True
LW65	11.50	0.76555	0.76555	9160.40	10204.00	10204.00	True
LW65	11.67	0.76420	0.76420	9160.40	10201.60	10201.60	True
LW65	11.83	0.76185	0.76185	9160.40	10197.45	10197.45	True
LW65	12.00	0.76555	0.76555	9160.40	10204.00	10204.00	True
LW65	12.17	0.75471	0.75471	9160.40	10184.80	10184.80	True
LW65	12.33	0.75335	0.75335	9160.40	10182.40	10182.40	True
LW65	12.50	0.75471	0.75471	9160.40	10184.80	10184.80	True
LW65	12.67	0.75199	0.75199	9160.40	10180.00	10180.00	True
LW65	12.83	0.75199	0.75199	9160.40	10180.00	10180.00	True
LW65	13.00	0.75199	0.75199	9160.40	10180.00	10180.00	True
LW65	13.17	0.75199	0.75199	9160.40	10180.00	10180.00	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