2026-04-10 C4.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: Moraxella catarrhalis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Moraxella catarrhalis | 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 C4.xlsx	Well ID	C4
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC25238
Strain source	ATCC25238	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	2.71461	2.0-42.0 h
LW60	end_norm	0.08458	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.08467	2.0-42.0 h
LW60	max_norm	0.08467	2.0-42.0 h
LW60	min_norm	0.00098	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	0.00081	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	0.00000	2.0-42.0 h
LW61	pct_missing_norm	1.00000	2.0-42.0 h
LW61	pct_saturated_rows	1.00000	2.0-42.0 h
LW61	slope_norm		2.0-42.0 h
LW62	auc_norm	-5.28783	2.0-42.0 h
LW62	end_norm	0.20795	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.47182	2.0-42.0 h
LW62	max_norm	0.24639	2.0-42.0 h
LW62	min_norm	-0.47182	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	0.01538	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	0.11494	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-8.68241	2.0-42.0 h
LW64	end_norm	-0.30118	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.30118	2.0-42.0 h
LW64	max_norm	-0.01468	2.0-42.0 h
LW64	min_norm	-0.30118	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	-0.00389	2.0-42.0 h
LW65	auc_norm	-1.14633	2.0-42.0 h
LW65	end_norm	-0.05299	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.05826	2.0-42.0 h
LW65	max_norm	0.04460	2.0-42.0 h
LW65	min_norm	-0.05826	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	-0.00227	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	30472.38000	498.71406	Ready
LW65	5	23359.03818	68.57332	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	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	6602.04–49923.62 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	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	-1.00000–1.00000 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			31359.50	24268.00		True
LW60	0.17			31359.50	28641.00		True
LW60	0.33	-0.18395	-0.18395	31359.50	29594.00	29785.50	True
LW60	0.50	-0.08052	-0.08052	31359.50	30171.70	30171.70	True
LW60	0.67	0.02207	0.02207	31359.50	30554.80	30554.80	True
LW60	0.83	0.09709	0.09709	31359.50	30834.90	30834.90	True
LW60	1.00	0.14532	0.14532	31359.50	31015.00	31015.00	True
LW60	1.17	0.17512	0.17512	31359.50	31126.30	31126.30	True
LW60	1.33	0.19684	0.19684	31359.50	31207.40	31207.40	True
LW60	1.50	0.21763	0.21763	31359.50	31285.00	31285.00	True
LW60	1.67	0.23428	0.23428	31359.50	31347.20	31347.20	True
LW60	1.83	0.24087	0.24087	31359.50	31371.80	31371.80	True
LW60	2.00	0.24577	0.24577	31359.50	31390.09	31390.09	True
LW60	2.17	0.25319	0.25319	31359.50	31417.80	31417.80	True
LW60	2.33	0.26382	0.26382	31359.50	31457.50	31457.50	True
LW60	2.50	0.27491	0.27491	31359.50	31498.90	31498.90	True
LW60	2.67	0.29808	0.29808	31359.50	31585.40	31585.40	True
LW60	2.83	0.32146	0.32146	31359.50	31672.73	31672.73	True
LW60	3.00	0.33075	0.33075	31359.50	31707.40	31707.40	True
LW60	3.17	0.34291	0.34291	31359.50	31752.80	31752.80	True
LW60	3.33	0.35041	0.35041	31359.50	31780.80	31780.80	True
LW60	3.50	0.36141	0.36141	31359.50	31821.90	31821.90	True
LW60	3.67	0.37732	0.37732	31359.50	31881.30	31881.30	True
LW60	3.83	0.38333	0.38333	31359.50	31903.73	31903.73	True
LW60	4.00	0.37944	0.37944	31359.50	31889.20	31889.20	True
LW60	4.17	0.38013	0.38013	31359.50	31891.80	31891.80	True
LW60	4.33	0.37992	0.37992	31359.50	31891.00	31891.00	True
LW60	4.50	0.38618	0.38618	31359.50	31914.40	31914.40	True
LW60	4.67	0.39941	0.39941	31359.50	31963.80	31963.80	True
LW60	4.83	0.42311	0.42311	31359.50	32052.27	32052.27	True
LW60	5.00	0.44379	0.44379	31359.50	32129.50	32129.50	True
LW60	5.17	0.46495	0.46495	31359.50	32208.50	32208.50	True
LW60	5.33	0.48484	0.48484	31359.50	32282.80	32282.80	True
LW60	5.50	0.50713	0.50713	31359.50	32366.00	32366.00	True
LW60	5.67	0.53337	0.53337	31359.50	32464.00	32464.00	True
LW60	5.83	0.55774	0.55774	31359.50	32555.00	32555.00	True
LW60	6.00	0.58511	0.58511	31359.50	32657.20	32657.20	True
LW60	6.17	0.61717	0.61717	31359.50	32776.90	32776.90	True
LW60	6.33	0.65691	0.65691	31359.50	32925.30	32925.30	True
LW60	6.50	0.70142	0.70142	31359.50	33091.50	33091.50	True
LW60	6.67	0.75439	0.75439	31359.50	33289.30	33289.30	True
LW60	6.83	0.80074	0.80074	31359.50	33462.36	33462.36	True
LW60	7.00	0.83792	0.83792	31359.50	33601.20	33601.20	True
LW60	7.17	0.85862	0.85862	31359.50	33678.50	33678.50	True
LW60	7.33	0.87783	0.87783	31359.50	33750.20	33750.20	True
LW60	7.50	0.89130	0.89130	31359.50	33800.50	33800.50	True
LW60	7.67	0.90171	0.90171	31359.50	33839.40	33839.40	True
LW60	7.83	0.90981	0.90981	31359.50	33869.64	33869.64	True
LW60	8.00	0.91419	0.91419	31359.50	33886.00	33886.00	True
LW60	8.17	0.91901	0.91901	31359.50	33904.00	33904.00	True
LW60	8.33	0.92384	0.92384	31359.50	33922.00	33922.00	True
LW60	8.50	0.92697	0.92697	31359.50	33933.70	33933.70	True
LW60	8.67	0.92408	0.92408	31359.50	33922.90	33922.90	True
LW60	8.83	0.92866	0.92866	31359.50	33940.00	33940.00	True
LW60	9.00	0.92287	0.92287	31359.50	33918.40	33918.40	True
LW60	9.17	0.92191	0.92191	31359.50	33914.80	33914.80	True
LW60	9.33	0.92287	0.92287	31359.50	33918.40	33918.40	True
LW60	9.50	0.91998	0.91998	31359.50	33907.60	33907.60	True
LW60	9.67	0.92191	0.92191	31359.50	33914.80	33914.80	True
LW60	9.83	0.91551	0.91551	31359.50	33890.91	33890.91	True
LW60	10.00	0.91251	0.91251	31359.50	33879.70	33879.70	True
LW60	10.17	0.91709	0.91709	31359.50	33896.80	33896.80	True
LW60	10.33	0.91516	0.91516	31359.50	33889.60	33889.60	True
LW60	10.50	0.91612	0.91612	31359.50	33893.20	33893.20	True
LW60	10.67	0.90937	0.90937	31359.50	33868.00	33868.00	True
LW60	10.83	0.91025	0.91025	31359.50	33871.27	33871.27	True
LW60	11.00	0.90841	0.90841	31359.50	33864.40	33864.40	True
LW60	11.17	0.90070	0.90070	31359.50	33835.60	33835.60	True
LW60	11.33	0.90166	0.90166	31359.50	33839.20	33839.20	True
LW60	11.50	0.90000	0.90000	31359.50	33833.00	33833.00	True
LW60	11.67	0.89880	0.89880	31359.50	33828.50	33828.50	True
LW60	11.83	0.89377	0.89377	31359.50	33809.73	33809.73	True
LW60	12.00	0.89036	0.89036	31359.50	33797.00	33797.00	True
LW60	12.17	0.89036	0.89036	31359.50	33797.00	33797.00	True
LW60	12.33	0.88457	0.88457	31359.50	33775.40	33775.40	True
LW60	12.50	0.88289	0.88289	31359.50	33769.10	33769.10	True
LW60	12.67	0.87975	0.87975	31359.50	33757.40	33757.40	True
LW60	12.83	0.87984	0.87984	31359.50	33757.73	33757.73	True
LW60	13.00	0.88072	0.88072	31359.50	33761.00	33761.00	True
LW60	13.17	0.87807	0.87807	31359.50	33751.10	33751.10	True
LW65	0.00	-1.00000	-1.00000	23025.25	20145.18	20444.70	True
LW65	0.17	-0.21807	-0.21807	23025.25	22723.50	22723.50	True
LW65	0.33	-0.03663	-0.03663	23025.25	23252.30	23252.30	True
LW65	0.50	0.01158	0.01158	23025.25	23392.80	23392.80	True
LW65	0.67	0.02287	0.02287	23025.25	23425.70	23425.70	True
LW65	0.83	0.01141	0.01141	23025.25	23392.30	23392.30	True
LW65	1.00	-0.00925	-0.00925	23025.25	23332.09	23332.09	True
LW65	1.17	-0.03350	-0.03350	23025.25	23261.40	23261.40	True
LW65	1.33	-0.06528	-0.06528	23025.25	23168.80	23168.80	True
LW65	1.50	-0.07615	-0.07615	23025.25	23137.10	23137.10	True
LW65	1.67	-0.10426	-0.10426	23025.25	23055.20	23055.20	True
LW65	1.83	-0.12481	-0.12481	23025.25	22995.30	22995.30	True
LW65	2.00	-0.15130	-0.15130	23025.25	22918.09	22918.09	True
LW65	2.17	-0.19210	-0.19210	23025.25	22799.20	22799.20	True
LW65	2.33	-0.21207	-0.21207	23025.25	22741.00	22741.00	True
LW65	2.50	-0.21001	-0.21001	23025.25	22747.00	22747.00	True
LW65	2.67	-0.21001	-0.21001	23025.25	22747.00	22747.00	True
LW65	2.83	-0.21619	-0.21619	23025.25	22729.00	22729.00	True
LW65	3.00	-0.24690	-0.24690	23025.25	22639.50	22639.50	True
LW65	3.17	-0.26131	-0.26131	23025.25	22597.50	22597.50	True
LW65	3.33	-0.27373	-0.27373	23025.25	22561.30	22561.30	True
LW65	3.50	-0.27682	-0.27682	23025.25	22552.30	22552.30	True
LW65	3.67	-0.27894	-0.27894	23025.25	22546.10	22546.10	True
LW65	3.83	-0.29417	-0.29417	23025.25	22501.73	22501.73	True
LW65	4.00	-0.30159	-0.30159	23025.25	22480.10	22480.10	True
LW65	4.17	-0.30794	-0.30794	23025.25	22461.60	22461.60	True
LW65	4.33	-0.32039	-0.32039	23025.25	22425.30	22425.30	True
LW65	4.50	-0.32492	-0.32492	23025.25	22412.10	22412.10	True
LW65	4.67	-0.32043	-0.32043	23025.25	22425.20	22425.20	True
LW65	4.83	-0.28756	-0.28756	23025.25	22521.00	22521.00	True
LW65	5.00	-0.25215	-0.25215	23025.25	22624.20	22624.20	True
LW65	5.17	-0.22236	-0.22236	23025.25	22711.00	22711.00	True
LW65	5.33	-0.18290	-0.18290	23025.25	22826.00	22826.00	True
LW65	5.50	-0.14890	-0.14890	23025.25	22925.10	22925.10	True
LW65	5.67	-0.12924	-0.12924	23025.25	22982.40	22982.40	True
LW65	5.83	-0.09172	-0.09172	23025.25	23091.73	23091.73	True
LW65	6.00	-0.04489	-0.04489	23025.25	23228.20	23228.20	True
LW65	6.17	-0.00537	-0.00537	23025.25	23343.40	23343.40	True
LW65	6.33	0.02600	0.02600	23025.25	23434.80	23434.80	True
LW65	6.50	0.04586	0.04586	23025.25	23492.70	23492.70	True
LW65	6.67	0.07891	0.07891	23025.25	23589.00	23589.00	True
LW65	6.83	0.11531	0.11531	23025.25	23695.09	23695.09	True
LW65	7.00	0.14475	0.14475	23025.25	23780.90	23780.90	True
LW65	7.17	0.16771	0.16771	23025.25	23847.80	23847.80	True
LW65	7.33	0.17934	0.17934	23025.25	23881.70	23881.70	True
LW65	7.50	0.19615	0.19615	23025.25	23930.70	23930.70	True
LW65	7.67	0.21925	0.21925	23025.25	23998.00	23998.00	True
LW65	7.83	0.21516	0.21516	23025.25	23986.09	23986.09	True
LW65	8.00	0.21613	0.21613	23025.25	23988.90	23988.90	True
LW65	8.17	0.22978	0.22978	23025.25	24028.70	24028.70	True
LW65	8.33	0.23616	0.23616	23025.25	24047.30	24047.30	True
LW65	8.50	0.23743	0.23743	23025.25	24051.00	24051.00	True
LW65	8.67	0.23105	0.23105	23025.25	24032.40	24032.40	True
LW65	8.83	0.23781	0.23781	23025.25	24052.09	24052.09	True
LW65	9.00	0.23085	0.23085	23025.25	24031.80	24031.80	True
LW65	9.17	0.22875	0.22875	23025.25	24025.70	24025.70	True
LW65	9.33	0.23297	0.23297	23025.25	24038.00	24038.00	True
LW65	9.50	0.22875	0.22875	23025.25	24025.70	24025.70	True
LW65	9.67	0.22031	0.22031	23025.25	24001.10	24001.10	True
LW65	9.83	0.21579	0.21579	23025.25	23987.91	23987.91	True
LW65	10.00	0.20055	0.20055	23025.25	23943.50	23943.50	True
LW65	10.17	0.18771	0.18771	23025.25	23906.10	23906.10	True
LW65	10.33	0.18878	0.18878	23025.25	23909.20	23909.20	True
LW65	10.50	0.17509	0.17509	23025.25	23869.30	23869.30	True
LW65	10.67	0.16140	0.16140	23025.25	23829.40	23829.40	True
LW65	10.83	0.14887	0.14887	23025.25	23792.91	23792.91	True
LW65	11.00	0.14249	0.14249	23025.25	23774.30	23774.30	True
LW65	11.17	0.12142	0.12142	23025.25	23712.90	23712.90	True
LW65	11.33	0.11830	0.11830	23025.25	23703.80	23703.80	True
LW65	11.50	0.10372	0.10372	23025.25	23661.30	23661.30	True
LW65	11.67	0.09613	0.09613	23025.25	23639.20	23639.20	True
LW65	11.83	0.08664	0.08664	23025.25	23611.55	23611.55	True
LW65	12.00	0.07832	0.07832	23025.25	23587.30	23587.30	True
LW65	12.17	0.05952	0.05952	23025.25	23532.50	23532.50	True
LW65	12.33	0.04490	0.04490	23025.25	23489.90	23489.90	True
LW65	12.50	0.04195	0.04195	23025.25	23481.30	23481.30	True
LW65	12.67	0.02709	0.02709	23025.25	23438.00	23438.00	True
LW65	12.83	0.01624	0.01624	23025.25	23406.36	23406.36	True
LW65	13.00	0.00507	0.00507	23025.25	23373.80	23373.80	True
LW65	13.17	-0.00622	-0.00622	23025.25	23340.90	23340.90	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