2026-04-22 A3.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: Klebsiella oxytoca
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Klebsiella oxytoca | 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 A3.xlsx	Well ID	A3
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 700324
Strain source	ATCC 700324	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	8.86763	2.0-42.0 h
LW60	end_norm	0.19230	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.44399	2.0-42.0 h
LW60	max_norm	0.44399	2.0-42.0 h
LW60	min_norm	-0.00715	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	-0.00039	2.0-42.0 h
LW61	auc_norm	57.51656	2.0-42.0 h
LW61	end_norm	2.26310	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	2.26310	2.0-42.0 h
LW61	max_norm	2.26310	2.0-42.0 h
LW61	min_norm	0.04016	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	0.05080	2.0-42.0 h
LW62	auc_norm	-3.05760	2.0-42.0 h
LW62	end_norm	0.10951	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.87525	2.0-42.0 h
LW62	max_norm	0.23243	2.0-42.0 h
LW62	min_norm	-0.87525	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	0.01619	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	0.17552	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.15519	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	0.10539	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	5.63676	2.0-42.0 h
LW65	end_norm	0.11359	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.28310	2.0-42.0 h
LW65	max_norm	0.28310	2.0-42.0 h
LW65	min_norm	-0.01420	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	-0.00042	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	12998.96727	147.86523	Ready
LW65	5	6224.02545	82.59569	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	5509.36–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	5509.36–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	5509.36–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	5509.36–49923.62 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	-0.37991	-0.37991	13224.00	10682.91	10682.91	True
LW60	0.17	-0.07926	-0.07926	13224.00	12515.80	12515.80	True
LW60	0.33	-0.03638	-0.03638	13224.00	12777.20	12777.20	True
LW60	0.50	-0.01089	-0.01089	13224.00	12932.60	12932.60	True
LW60	0.67	0.00588	0.00588	13224.00	13034.80	13034.80	True
LW60	0.83	0.01750	0.01750	13224.00	13105.64	13105.64	True
LW60	1.00	0.02389	0.02389	13224.00	13144.60	13144.60	True
LW60	1.17	0.02855	0.02855	13224.00	13173.00	13173.00	True
LW60	1.33	0.03281	0.03281	13224.00	13199.00	13199.00	True
LW60	1.50	0.03609	0.03609	13224.00	13219.00	13219.00	True
LW60	1.67	0.03691	0.03691	13224.00	13224.00	13224.00	True
LW60	1.83	0.03691	0.03691	13224.00	13224.00	13224.00	True
LW60	2.00	0.03691	0.03691	13224.00	13224.00	13224.00	True
LW60	2.17	0.03691	0.03691	13224.00	13224.00	13224.00	True
LW60	2.33	0.03486	0.03486	13224.00	13211.50	13211.50	True
LW60	2.50	0.03281	0.03281	13224.00	13199.00	13199.00	True
LW60	2.67	0.03281	0.03281	13224.00	13199.00	13199.00	True
LW60	2.83	0.03204	0.03204	13224.00	13194.27	13194.27	True
LW60	3.00	0.02897	0.02897	13224.00	13175.60	13175.60	True
LW60	3.17	0.02855	0.02855	13224.00	13173.00	13173.00	True
LW60	3.33	0.02855	0.02855	13224.00	13173.00	13173.00	True
LW60	3.50	0.02855	0.02855	13224.00	13173.00	13173.00	True
LW60	3.67	0.02812	0.02812	13224.00	13170.40	13170.40	True
LW60	3.83	0.02506	0.02506	13224.00	13151.73	13151.73	True
LW60	4.00	0.02428	0.02428	13224.00	13147.00	13147.00	True
LW60	4.17	0.02428	0.02428	13224.00	13147.00	13147.00	True
LW60	4.33	0.02428	0.02428	13224.00	13147.00	13147.00	True
LW60	4.50	0.02182	0.02182	13224.00	13132.00	13132.00	True
LW60	4.67	0.02141	0.02141	13224.00	13129.50	13129.50	True
LW60	4.83	0.02242	0.02242	13224.00	13135.64	13135.64	True
LW60	5.00	0.02428	0.02428	13224.00	13147.00	13147.00	True
LW60	5.17	0.02428	0.02428	13224.00	13147.00	13147.00	True
LW60	5.33	0.02599	0.02599	13224.00	13157.40	13157.40	True
LW60	5.50	0.02855	0.02855	13224.00	13173.00	13173.00	True
LW60	5.67	0.03363	0.03363	13224.00	13204.00	13204.00	True
LW60	5.83	0.04497	0.04497	13224.00	13273.09	13273.09	True
LW60	6.00	0.07359	0.07359	13224.00	13447.60	13447.60	True
LW60	6.17	0.12912	0.12912	13224.00	13786.10	13786.10	True
LW60	6.33	0.22178	0.22178	13224.00	14351.00	14351.00	True
LW60	6.50	0.34963	0.34963	13224.00	15130.40	15130.40	True
LW60	6.67	0.48146	0.48146	13224.00	15934.10	15934.10	True
LW60	6.83	0.59627	0.59627	13224.00	16634.00	16634.00	True
LW60	7.00	0.68684	0.68684	13224.00	17186.20	17186.20	True
LW60	7.17	0.75375	0.75375	13224.00	17594.10	17594.10	True
LW60	7.33	0.80790	0.80790	13224.00	17924.20	17924.20	True
LW60	7.50	0.85042	0.85042	13224.00	18183.40	18183.40	True
LW60	7.67	0.88211	0.88211	13224.00	18376.60	18376.60	True
LW60	7.83	0.90833	0.90833	13224.00	18536.45	18536.45	True
LW60	8.00	0.92907	0.92907	13224.00	18662.90	18662.90	True
LW60	8.17	0.94290	0.94290	13224.00	18747.20	18747.20	True
LW60	8.33	0.95547	0.95547	13224.00	18823.80	18823.80	True
LW60	8.50	0.96375	0.96375	13224.00	18874.30	18874.30	True
LW60	8.67	0.97125	0.97125	13224.00	18920.00	18920.00	True
LW60	8.83	0.97897	0.97897	13224.00	18967.09	18967.09	True
LW60	9.00	0.98606	0.98606	13224.00	19010.30	19010.30	True
LW60	9.17	0.99116	0.99116	13224.00	19041.40	19041.40	True
LW60	9.33	0.99437	0.99437	13224.00	19061.00	19061.00	True
LW60	9.50	0.99667	0.99667	13224.00	19075.00	19075.00	True
LW60	9.67	0.99667	0.99667	13224.00	19075.00	19075.00	True
LW60	9.83	0.99883	0.99883	13224.00	19088.18	19088.18	True
LW60	10.00	1.00000	1.00000	13224.00	19095.30	19095.30	True
LW60	10.17	0.99621	0.99621	13224.00	19072.20	19072.20	True
LW60	10.33	0.99254	0.99254	13224.00	19049.80	19049.80	True
LW60	10.50	0.99162	0.99162	13224.00	19044.20	19044.20	True
LW60	10.67	0.98653	0.98653	13224.00	19013.20	19013.20	True
LW60	10.83	0.98231	0.98231	13224.00	18987.45	18987.45	True
LW60	11.00	0.97492	0.97492	13224.00	18942.40	18942.40	True
LW60	11.17	0.96611	0.96611	13224.00	18888.70	18888.70	True
LW60	11.33	0.95592	0.95592	13224.00	18826.60	18826.60	True
LW60	11.50	0.94571	0.94571	13224.00	18764.30	18764.30	True
LW60	11.67	0.93325	0.93325	13224.00	18688.40	18688.40	True
LW60	11.83	0.91626	0.91626	13224.00	18584.82	18584.82	True
LW60	12.00	0.90186	0.90186	13224.00	18497.00	18497.00	True
LW60	12.17	0.88762	0.88762	13224.00	18410.20	18410.20	True
LW60	12.33	0.87109	0.87109	13224.00	18309.40	18309.40	True
LW60	12.50	0.85593	0.85593	13224.00	18217.00	18217.00	True
LW60	12.67	0.83802	0.83802	13224.00	18107.80	18107.80	True
LW60	12.83	0.81868	0.81868	13224.00	17989.91	17989.91	True
LW60	13.00	0.79965	0.79965	13224.00	17873.90	17873.90	True
LW60	13.17	0.78190	0.78190	13224.00	17765.70	17765.70	True
LW65	0.00	-0.37476	-0.37476	6337.00	5509.36	5509.36	True
LW65	0.17	-0.14501	-0.14501	6337.00	5947.50	5947.50	True
LW65	0.33	-0.06478	-0.06478	6337.00	6100.50	6100.50	True
LW65	0.50	-0.01879	-0.01879	6337.00	6188.20	6188.20	True
LW65	0.67	0.00832	0.00832	6337.00	6239.90	6239.90	True
LW65	0.83	0.03236	0.03236	6337.00	6285.73	6285.73	True
LW65	1.00	0.04288	0.04288	6337.00	6305.80	6305.80	True
LW65	1.17	0.05117	0.05117	6337.00	6321.60	6321.60	True
LW65	1.33	0.05924	0.05924	6337.00	6337.00	6337.00	True
LW65	1.50	0.05924	0.05924	6337.00	6337.00	6337.00	True
LW65	1.67	0.05924	0.05924	6337.00	6337.00	6337.00	True
LW65	1.83	0.05924	0.05924	6337.00	6337.00	6337.00	True
LW65	2.00	0.05924	0.05924	6337.00	6337.00	6337.00	True
LW65	2.17	0.05924	0.05924	6337.00	6337.00	6337.00	True
LW65	2.33	0.05578	0.05578	6337.00	6330.40	6330.40	True
LW65	2.50	0.04886	0.04886	6337.00	6317.20	6317.20	True
LW65	2.67	0.04529	0.04529	6337.00	6310.40	6310.40	True
LW65	2.83	0.04003	0.04003	6337.00	6300.36	6300.36	True
LW65	3.00	0.03565	0.03565	6337.00	6292.00	6292.00	True
LW65	3.17	0.03565	0.03565	6337.00	6292.00	6292.00	True
LW65	3.33	0.03565	0.03565	6337.00	6292.00	6292.00	True
LW65	3.50	0.02600	0.02600	6337.00	6273.60	6273.60	True
LW65	3.67	0.02479	0.02479	6337.00	6271.30	6271.30	True
LW65	3.83	0.02358	0.02358	6337.00	6269.00	6269.00	True
LW65	4.00	0.02358	0.02358	6337.00	6269.00	6269.00	True
LW65	4.17	0.02358	0.02358	6337.00	6269.00	6269.00	True
LW65	4.33	0.02243	0.02243	6337.00	6266.80	6266.80	True
LW65	4.50	0.01897	0.01897	6337.00	6260.20	6260.20	True
LW65	4.67	0.01666	0.01666	6337.00	6255.80	6255.80	True
LW65	4.83	0.01205	0.01205	6337.00	6247.00	6247.00	True
LW65	5.00	0.01205	0.01205	6337.00	6247.00	6247.00	True
LW65	5.17	0.01205	0.01205	6337.00	6247.00	6247.00	True
LW65	5.33	0.01205	0.01205	6337.00	6247.00	6247.00	True
LW65	5.50	0.01205	0.01205	6337.00	6247.00	6247.00	True
LW65	5.67	0.01205	0.01205	6337.00	6247.00	6247.00	True
LW65	5.83	0.01519	0.01519	6337.00	6253.00	6253.00	True
LW65	6.00	0.03082	0.03082	6337.00	6282.80	6282.80	True
LW65	6.17	0.07597	0.07597	6337.00	6368.90	6368.90	True
LW65	6.33	0.17587	0.17587	6337.00	6559.40	6559.40	True
LW65	6.50	0.32270	0.32270	6337.00	6839.40	6839.40	True
LW65	6.67	0.46926	0.46926	6337.00	7118.90	7118.90	True
LW65	6.83	0.59503	0.59503	6337.00	7358.73	7358.73	True
LW65	7.00	0.68783	0.68783	6337.00	7535.70	7535.70	True
LW65	7.17	0.75574	0.75574	6337.00	7665.20	7665.20	True
LW65	7.33	0.80928	0.80928	6337.00	7767.30	7767.30	True
LW65	7.50	0.85076	0.85076	6337.00	7846.40	7846.40	True
LW65	7.67	0.88012	0.88012	6337.00	7902.40	7902.40	True
LW65	7.83	0.90547	0.90547	6337.00	7950.73	7950.73	True
LW65	8.00	0.92176	0.92176	6337.00	7981.80	7981.80	True
LW65	8.17	0.93629	0.93629	6337.00	8009.50	8009.50	True
LW65	8.33	0.95123	0.95123	6337.00	8038.00	8038.00	True
LW65	8.50	0.96209	0.96209	6337.00	8058.70	8058.70	True
LW65	8.67	0.96812	0.96812	6337.00	8070.20	8070.20	True
LW65	8.83	0.97650	0.97650	6337.00	8086.18	8086.18	True
LW65	9.00	0.98290	0.98290	6337.00	8098.40	8098.40	True
LW65	9.17	0.98794	0.98794	6337.00	8108.00	8108.00	True
LW65	9.33	0.99156	0.99156	6337.00	8114.90	8114.90	True
LW65	9.50	0.99638	0.99638	6337.00	8124.10	8124.10	True
LW65	9.67	0.99879	0.99879	6337.00	8128.70	8128.70	True
LW65	9.83	1.00000	1.00000	6337.00	8131.00	8131.00	True
LW65	10.00	1.00000	1.00000	6337.00	8131.00	8131.00	True
LW65	10.17	1.00000	1.00000	6337.00	8131.00	8131.00	True
LW65	10.33	0.99879	0.99879	6337.00	8128.70	8128.70	True
LW65	10.50	0.99638	0.99638	6337.00	8124.10	8124.10	True
LW65	10.67	0.99035	0.99035	6337.00	8112.60	8112.60	True
LW65	10.83	0.98794	0.98794	6337.00	8108.00	8108.00	True
LW65	11.00	0.97787	0.97787	6337.00	8088.80	8088.80	True
LW65	11.17	0.97535	0.97535	6337.00	8084.00	8084.00	True
LW65	11.33	0.96691	0.96691	6337.00	8067.90	8067.90	True
LW65	11.50	0.95726	0.95726	6337.00	8049.50	8049.50	True
LW65	11.67	0.94746	0.94746	6337.00	8030.80	8030.80	True
LW65	11.83	0.93207	0.93207	6337.00	8001.45	8001.45	True
LW65	12.00	0.91814	0.91814	6337.00	7974.90	7974.90	True
LW65	12.17	0.90823	0.90823	6337.00	7956.00	7956.00	True
LW65	12.33	0.89108	0.89108	6337.00	7923.30	7923.30	True
LW65	12.50	0.88023	0.88023	6337.00	7902.60	7902.60	True
LW65	12.67	0.86161	0.86161	6337.00	7867.10	7867.10	True
LW65	12.83	0.84550	0.84550	6337.00	7836.36	7836.36	True
LW65	13.00	0.83020	0.83020	6337.00	7807.20	7807.20	True
LW65	13.17	0.81646	0.81646	6337.00	7781.00	7781.00	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