2026-04-22 A1.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: Serratia marcescens subsp. marcescens
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Serratia marcescens subsp. marcescens | Run: 2026-04-22 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	2026-04-22 inc5	Run date	2026-04-22
Media	FB	Incubator	inc5
Well file	2026-04-22 A1.xlsx	Well ID	A1
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 13880
Strain source	ATCC 13880	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	17.13075	2.0-42.0 h
LW60	end_norm	0.58125	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.59504	2.0-42.0 h
LW60	max_norm	0.59504	2.0-42.0 h
LW60	min_norm	-0.00020	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	0.01478	2.0-42.0 h
LW61	auc_norm	208.00342	2.0-42.0 h
LW61	end_norm	7.30449	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	7.30449	2.0-42.0 h
LW61	max_norm	7.30449	2.0-42.0 h
LW61	min_norm	0.07707	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	0.14046	2.0-42.0 h
LW62	auc_norm	-12.24698	2.0-42.0 h
LW62	end_norm	-0.41103	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.42918	2.0-42.0 h
LW62	max_norm	-0.00442	2.0-42.0 h
LW62	min_norm	-0.42918	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	-0.00996	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	0.15809	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.13154	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	0.10954	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	5.08063	2.0-42.0 h
LW65	end_norm	0.16949	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.17003	2.0-42.0 h
LW65	max_norm	0.17003	2.0-42.0 h
LW65	min_norm	-0.00250	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	0.00385	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	14144.71636	105.11369	Ready
LW65	5	6774.45636	70.45116	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	6312.00–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	6312.00–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	6312.00–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	6312.00–49923.62 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	-0.25234	-0.25234	14279.48	11966.64	11966.64	True
LW60	0.17	-0.05484	-0.05484	14279.48	13671.40	13671.40	True
LW60	0.33	-0.01916	-0.01916	14279.48	13979.30	13979.30	True
LW60	0.50	-0.00395	-0.00395	14279.48	14110.60	14110.60	True
LW60	0.67	0.00310	0.00310	14279.48	14171.50	14171.50	True
LW60	0.83	0.00955	0.00955	14279.48	14227.18	14227.18	True
LW60	1.00	0.01046	0.01046	14279.48	14235.00	14235.00	True
LW60	1.17	0.01363	0.01363	14279.48	14262.40	14262.40	True
LW60	1.33	0.01419	0.01419	14279.48	14267.20	14267.20	True
LW60	1.50	0.01523	0.01523	14279.48	14276.20	14276.20	True
LW60	1.67	0.01655	0.01655	14279.48	14287.60	14287.60	True
LW60	1.83	0.01595	0.01595	14279.48	14282.36	14282.36	True
LW60	2.00	0.01528	0.01528	14279.48	14276.60	14276.60	True
LW60	2.17	0.01682	0.01682	14279.48	14289.90	14289.90	True
LW60	2.33	0.01652	0.01652	14279.48	14287.30	14287.30	True
LW60	2.50	0.01618	0.01618	14279.48	14284.40	14284.40	True
LW60	2.67	0.01699	0.01699	14279.48	14291.40	14291.40	True
LW60	2.83	0.01657	0.01657	14279.48	14287.73	14287.73	True
LW60	3.00	0.01653	0.01653	14279.48	14287.40	14287.40	True
LW60	3.17	0.01672	0.01672	14279.48	14289.00	14289.00	True
LW60	3.33	0.01677	0.01677	14279.48	14289.50	14289.50	True
LW60	3.50	0.01757	0.01757	14279.48	14296.40	14296.40	True
LW60	3.67	0.01899	0.01899	14279.48	14308.60	14308.60	True
LW60	3.83	0.01996	0.01996	14279.48	14317.00	14317.00	True
LW60	4.00	0.02012	0.02012	14279.48	14318.40	14318.40	True
LW60	4.17	0.02264	0.02264	14279.48	14340.10	14340.10	True
LW60	4.33	0.02391	0.02391	14279.48	14351.10	14351.10	True
LW60	4.50	0.02917	0.02917	14279.48	14396.50	14396.50	True
LW60	4.67	0.03275	0.03275	14279.48	14427.40	14427.40	True
LW60	4.83	0.03769	0.03769	14279.48	14470.00	14470.00	True
LW60	5.00	0.04291	0.04291	14279.48	14515.10	14515.10	True
LW60	5.17	0.04782	0.04782	14279.48	14557.50	14557.50	True
LW60	5.33	0.05494	0.05494	14279.48	14618.90	14618.90	True
LW60	5.50	0.06771	0.06771	14279.48	14729.20	14729.20	True
LW60	5.67	0.08757	0.08757	14279.48	14900.60	14900.60	True
LW60	5.83	0.11103	0.11103	14279.48	15103.09	15103.09	True
LW60	6.00	0.13343	0.13343	14279.48	15296.40	15296.40	True
LW60	6.17	0.15382	0.15382	14279.48	15472.40	15472.40	True
LW60	6.33	0.17296	0.17296	14279.48	15637.60	15637.60	True
LW60	6.50	0.19288	0.19288	14279.48	15809.60	15809.60	True
LW60	6.67	0.21624	0.21624	14279.48	16011.20	16011.20	True
LW60	6.83	0.24179	0.24179	14279.48	16231.73	16231.73	True
LW60	7.00	0.26518	0.26518	14279.48	16433.60	16433.60	True
LW60	7.17	0.28899	0.28899	14279.48	16639.20	16639.20	True
LW60	7.33	0.31088	0.31088	14279.48	16828.10	16828.10	True
LW60	7.50	0.33081	0.33081	14279.48	17000.10	17000.10	True
LW60	7.67	0.34748	0.34748	14279.48	17144.00	17144.00	True
LW60	7.83	0.36324	0.36324	14279.48	17280.09	17280.09	True
LW60	8.00	0.37548	0.37548	14279.48	17385.70	17385.70	True
LW60	8.17	0.38489	0.38489	14279.48	17466.90	17466.90	True
LW60	8.33	0.39429	0.39429	14279.48	17548.10	17548.10	True
LW60	8.50	0.40210	0.40210	14279.48	17615.50	17615.50	True
LW60	8.67	0.41216	0.41216	14279.48	17702.30	17702.30	True
LW60	8.83	0.42282	0.42282	14279.48	17794.36	17794.36	True
LW60	9.00	0.43407	0.43407	14279.48	17891.40	17891.40	True
LW60	9.17	0.44483	0.44483	14279.48	17984.30	17984.30	True
LW60	9.33	0.45394	0.45394	14279.48	18062.90	18062.90	True
LW60	9.50	0.46451	0.46451	14279.48	18154.20	18154.20	True
LW60	9.67	0.47225	0.47225	14279.48	18221.00	18221.00	True
LW60	9.83	0.47981	0.47981	14279.48	18286.27	18286.27	True
LW60	10.00	0.49004	0.49004	14279.48	18374.50	18374.50	True
LW60	10.17	0.49527	0.49527	14279.48	18419.70	18419.70	True
LW60	10.33	0.49934	0.49934	14279.48	18454.80	18454.80	True
LW60	10.50	0.50796	0.50796	14279.48	18529.20	18529.20	True
LW60	10.67	0.51471	0.51471	14279.48	18587.50	18587.50	True
LW60	10.83	0.52222	0.52222	14279.48	18652.27	18652.27	True
LW60	11.00	0.52879	0.52879	14279.48	18709.00	18709.00	True
LW60	11.17	0.53509	0.53509	14279.48	18763.40	18763.40	True
LW60	11.33	0.54071	0.54071	14279.48	18811.90	18811.90	True
LW60	11.50	0.54680	0.54680	14279.48	18864.50	18864.50	True
LW60	11.67	0.55196	0.55196	14279.48	18909.00	18909.00	True
LW60	11.83	0.55353	0.55353	14279.48	18922.55	18922.55	True
LW60	12.00	0.55868	0.55868	14279.48	18967.00	18967.00	True
LW60	12.17	0.56352	0.56352	14279.48	19008.80	19008.80	True
LW60	12.33	0.56670	0.56670	14279.48	19036.20	19036.20	True
LW60	12.50	0.57033	0.57033	14279.48	19067.60	19067.60	True
LW60	12.67	0.57463	0.57463	14279.48	19104.70	19104.70	True
LW60	12.83	0.58028	0.58028	14279.48	19153.45	19153.45	True
LW60	13.00	0.58411	0.58411	14279.48	19186.50	19186.50	True
LW60	13.17	0.59040	0.59040	14279.48	19240.80	19240.80	True
LW65	0.00	-0.36387	-0.36387	6876.22	6312.00	6312.00	True
LW65	0.17	-0.17668	-0.17668	6876.22	6549.90	6549.90	True
LW65	0.33	-0.08282	-0.08282	6876.22	6669.20	6669.20	True
LW65	0.50	-0.02333	-0.02333	6876.22	6744.80	6744.80	True
LW65	0.67	0.00995	0.00995	6876.22	6787.10	6787.10	True
LW65	0.83	0.03912	0.03912	6876.22	6824.18	6824.18	True
LW65	1.00	0.05708	0.05708	6876.22	6847.00	6847.00	True
LW65	1.17	0.06841	0.06841	6876.22	6861.40	6861.40	True
LW65	1.33	0.07738	0.07738	6876.22	6872.80	6872.80	True
LW65	1.50	0.07683	0.07683	6876.22	6872.10	6872.10	True
LW65	1.67	0.08627	0.08627	6876.22	6884.10	6884.10	True
LW65	1.83	0.07954	0.07954	6876.22	6875.55	6875.55	True
LW65	2.00	0.08060	0.08060	6876.22	6876.90	6876.90	True
LW65	2.17	0.08344	0.08344	6876.22	6880.50	6880.50	True
LW65	2.33	0.08257	0.08257	6876.22	6879.40	6879.40	True
LW65	2.50	0.07879	0.07879	6876.22	6874.60	6874.60	True
LW65	2.67	0.08029	0.08029	6876.22	6876.50	6876.50	True
LW65	2.83	0.07811	0.07811	6876.22	6873.73	6873.73	True
LW65	3.00	0.07895	0.07895	6876.22	6874.80	6874.80	True
LW65	3.17	0.06864	0.06864	6876.22	6861.70	6861.70	True
LW65	3.33	0.06888	0.06888	6876.22	6862.00	6862.00	True
LW65	3.50	0.06951	0.06951	6876.22	6862.80	6862.80	True
LW65	3.67	0.06904	0.06904	6876.22	6862.20	6862.20	True
LW65	3.83	0.06781	0.06781	6876.22	6860.64	6860.64	True
LW65	4.00	0.06888	0.06888	6876.22	6862.00	6862.00	True
LW65	4.17	0.06652	0.06652	6876.22	6859.00	6859.00	True
LW65	4.33	0.06849	0.06849	6876.22	6861.50	6861.50	True
LW65	4.50	0.06778	0.06778	6876.22	6860.60	6860.60	True
LW65	4.67	0.06762	0.06762	6876.22	6860.40	6860.40	True
LW65	4.83	0.06867	0.06867	6876.22	6861.73	6861.73	True
LW65	5.00	0.06794	0.06794	6876.22	6860.80	6860.80	True
LW65	5.17	0.07360	0.07360	6876.22	6868.00	6868.00	True
LW65	5.33	0.07297	0.07297	6876.22	6867.20	6867.20	True
LW65	5.50	0.08564	0.08564	6876.22	6883.30	6883.30	True
LW65	5.67	0.09193	0.09193	6876.22	6891.30	6891.30	True
LW65	5.83	0.10336	0.10336	6876.22	6905.82	6905.82	True
LW65	6.00	0.11546	0.11546	6876.22	6921.20	6921.20	True
LW65	6.17	0.13151	0.13151	6876.22	6941.60	6941.60	True
LW65	6.33	0.14764	0.14764	6876.22	6962.10	6962.10	True
LW65	6.50	0.17770	0.17770	6876.22	7000.30	7000.30	True
LW65	6.67	0.22443	0.22443	6876.22	7059.70	7059.70	True
LW65	6.83	0.28003	0.28003	6876.22	7130.36	7130.36	True
LW65	7.00	0.33640	0.33640	6876.22	7202.00	7202.00	True
LW65	7.17	0.40013	0.40013	6876.22	7283.00	7283.00	True
LW65	7.33	0.44946	0.44946	6876.22	7345.70	7345.70	True
LW65	7.50	0.50722	0.50722	6876.22	7419.10	7419.10	True
LW65	7.67	0.54372	0.54372	6876.22	7465.50	7465.50	True
LW65	7.83	0.57817	0.57817	6876.22	7509.27	7509.27	True
LW65	8.00	0.60297	0.60297	6876.22	7540.80	7540.80	True
LW65	8.17	0.61989	0.61989	6876.22	7562.30	7562.30	True
LW65	8.33	0.63468	0.63468	6876.22	7581.10	7581.10	True
LW65	8.50	0.65333	0.65333	6876.22	7604.80	7604.80	True
LW65	8.67	0.66820	0.66820	6876.22	7623.70	7623.70	True
LW65	8.83	0.68074	0.68074	6876.22	7639.64	7639.64	True
LW65	9.00	0.68826	0.68826	6876.22	7649.20	7649.20	True
LW65	9.17	0.70313	0.70313	6876.22	7668.10	7668.10	True
LW65	9.33	0.71423	0.71423	6876.22	7682.20	7682.20	True
LW65	9.50	0.72469	0.72469	6876.22	7695.50	7695.50	True
LW65	9.67	0.72477	0.72477	6876.22	7695.60	7695.60	True
LW65	9.83	0.73810	0.73810	6876.22	7712.55	7712.55	True
LW65	10.00	0.74106	0.74106	6876.22	7716.30	7716.30	True
LW65	10.17	0.74240	0.74240	6876.22	7718.00	7718.00	True
LW65	10.33	0.73838	0.73838	6876.22	7712.90	7712.90	True
LW65	10.50	0.74688	0.74688	6876.22	7723.70	7723.70	True
LW65	10.67	0.74405	0.74405	6876.22	7720.10	7720.10	True
LW65	10.83	0.75012	0.75012	6876.22	7727.82	7727.82	True
LW65	11.00	0.75231	0.75231	6876.22	7730.60	7730.60	True
LW65	11.17	0.75357	0.75357	6876.22	7732.20	7732.20	True
LW65	11.33	0.75255	0.75255	6876.22	7730.90	7730.90	True
LW65	11.50	0.73964	0.73964	6876.22	7714.50	7714.50	True
LW65	11.67	0.74074	0.74074	6876.22	7715.90	7715.90	True
LW65	11.83	0.73946	0.73946	6876.22	7714.27	7714.27	True
LW65	12.00	0.73909	0.73909	6876.22	7713.80	7713.80	True
LW65	12.17	0.73689	0.73689	6876.22	7711.00	7711.00	True
LW65	12.33	0.71974	0.71974	6876.22	7689.20	7689.20	True
LW65	12.50	0.71911	0.71911	6876.22	7688.40	7688.40	True
LW65	12.67	0.71911	0.71911	6876.22	7688.40	7688.40	True
LW65	12.83	0.71479	0.71479	6876.22	7682.91	7682.91	True
LW65	13.00	0.70250	0.70250	6876.22	7667.30	7667.30	True
LW65	13.17	0.70723	0.70723	6876.22	7673.30	7673.30	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