2026-04-15 A2.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: Escherichia coli
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Escherichia coli | Run: 2026-04-15 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	2026-04-15 inc4	Run date	2026-04-15
Media	FB	Incubator	inc4
Well file	2026-04-15 A2.xlsx	Well ID	A2
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	7.56900	2.0-42.0 h
LW60	end_norm	0.16597	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.36307	2.0-42.0 h
LW60	max_norm	0.36307	2.0-42.0 h
LW60	min_norm	-0.00207	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	0.00055	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		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	0.08619	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.07695	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	0.13444	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.11181	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	0.13485	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	9.18160	2.0-42.0 h
LW65	end_norm	0.23081	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.31497	2.0-42.0 h
LW65	max_norm	0.31497	2.0-42.0 h
LW65	min_norm	-0.00057	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	0.00348	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	17858.36364	244.92821	Ready
LW65	5	5493.92000	132.21895	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	5059.73–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	5059.73–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	5059.73–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	5059.73–49923.62 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	-0.25705	-0.25705	18285.60	16042.00	16042.00	True
LW60	0.17	-0.08031	-0.08031	18285.60	17290.90	17290.90	True
LW60	0.33	-0.04718	-0.04718	18285.60	17525.00	17525.00	True
LW60	0.50	-0.02095	-0.02095	18285.60	17710.30	17710.30	True
LW60	0.67	0.00458	0.00458	18285.60	17890.70	17890.70	True
LW60	0.83	0.02469	0.02469	18285.60	18032.82	18032.82	True
LW60	1.00	0.03887	0.03887	18285.60	18133.00	18133.00	True
LW60	1.17	0.04560	0.04560	18285.60	18180.60	18180.60	True
LW60	1.33	0.05392	0.05392	18285.60	18239.40	18239.40	True
LW60	1.50	0.06026	0.06026	18285.60	18284.20	18284.20	True
LW60	1.67	0.06106	0.06106	18285.60	18289.80	18289.80	True
LW60	1.83	0.06066	0.06066	18285.60	18287.00	18287.00	True
LW60	2.00	0.05789	0.05789	18285.60	18267.40	18267.40	True
LW60	2.17	0.05511	0.05511	18285.60	18247.80	18247.80	True
LW60	2.33	0.05789	0.05789	18285.60	18267.40	18267.40	True
LW60	2.50	0.06858	0.06858	18285.60	18343.00	18343.00	True
LW60	2.67	0.07770	0.07770	18285.60	18407.40	18407.40	True
LW60	2.83	0.08299	0.08299	18285.60	18444.82	18444.82	True
LW60	3.00	0.08443	0.08443	18285.60	18455.00	18455.00	True
LW60	3.17	0.08443	0.08443	18285.60	18455.00	18455.00	True
LW60	3.33	0.08443	0.08443	18285.60	18455.00	18455.00	True
LW60	3.50	0.08166	0.08166	18285.60	18435.40	18435.40	True
LW60	3.67	0.07849	0.07849	18285.60	18413.00	18413.00	True
LW60	3.83	0.07183	0.07183	18285.60	18365.91	18365.91	True
LW60	4.00	0.07453	0.07453	18285.60	18385.00	18385.00	True
LW60	4.17	0.08126	0.08126	18285.60	18432.60	18432.60	True
LW60	4.33	0.08721	0.08721	18285.60	18474.60	18474.60	True
LW60	4.50	0.08800	0.08800	18285.60	18480.20	18480.20	True
LW60	4.67	0.08840	0.08840	18285.60	18483.00	18483.00	True
LW60	4.83	0.08804	0.08804	18285.60	18480.45	18480.45	True
LW60	5.00	0.08483	0.08483	18285.60	18457.80	18457.80	True
LW60	5.17	0.08126	0.08126	18285.60	18432.60	18432.60	True
LW60	5.33	0.07770	0.07770	18285.60	18407.40	18407.40	True
LW60	5.50	0.07215	0.07215	18285.60	18368.20	18368.20	True
LW60	5.67	0.07651	0.07651	18285.60	18399.00	18399.00	True
LW60	5.83	0.08480	0.08480	18285.60	18457.55	18457.55	True
LW60	6.00	0.09117	0.09117	18285.60	18502.60	18502.60	True
LW60	6.17	0.09593	0.09593	18285.60	18536.20	18536.20	True
LW60	6.33	0.10428	0.10428	18285.60	18595.20	18595.20	True
LW60	6.50	0.12982	0.12982	18285.60	18775.70	18775.70	True
LW60	6.67	0.16944	0.16944	18285.60	19055.70	19055.70	True
LW60	6.83	0.21946	0.21946	18285.60	19409.09	19409.09	True
LW60	7.00	0.27482	0.27482	18285.60	19800.30	19800.30	True
LW60	7.17	0.32493	0.32493	18285.60	20154.40	20154.40	True
LW60	7.33	0.39633	0.39633	18285.60	20658.90	20658.90	True
LW60	7.50	0.48251	0.48251	18285.60	21267.90	21267.90	True
LW60	7.67	0.57202	0.57202	18285.60	21900.40	21900.40	True
LW60	7.83	0.66263	0.66263	18285.60	22540.64	22540.64	True
LW60	8.00	0.74191	0.74191	18285.60	23100.90	23100.90	True
LW60	8.17	0.78832	0.78832	18285.60	23428.80	23428.80	True
LW60	8.33	0.81552	0.81552	18285.60	23621.00	23621.00	True
LW60	8.50	0.81896	0.81896	18285.60	23645.30	23645.30	True
LW60	8.67	0.81680	0.81680	18285.60	23630.10	23630.10	True
LW60	8.83	0.82008	0.82008	18285.60	23653.27	23653.27	True
LW60	9.00	0.85371	0.85371	18285.60	23890.90	23890.90	True
LW60	9.17	0.88544	0.88544	18285.60	24115.10	24115.10	True
LW60	9.33	0.90905	0.90905	18285.60	24281.90	24281.90	True
LW60	9.50	0.92308	0.92308	18285.60	24381.10	24381.10	True
LW60	9.67	0.93312	0.93312	18285.60	24452.00	24452.00	True
LW60	9.83	0.93927	0.93927	18285.60	24495.45	24495.45	True
LW60	10.00	0.93877	0.93877	18285.60	24491.90	24491.90	True
LW60	10.17	0.93227	0.93227	18285.60	24446.00	24446.00	True
LW60	10.33	0.91782	0.91782	18285.60	24343.90	24343.90	True
LW60	10.50	0.92567	0.92567	18285.60	24399.40	24399.40	True
LW60	10.67	0.95379	0.95379	18285.60	24598.10	24598.10	True
LW60	10.83	0.98048	0.98048	18285.60	24786.64	24786.64	True
LW60	11.00	0.99251	0.99251	18285.60	24871.70	24871.70	True
LW60	11.17	1.00000	1.00000	18285.60	24924.60	24924.60	True
LW60	11.33	0.99956	0.99956	18285.60	24921.50	24921.50	True
LW60	11.50	0.99386	0.99386	18285.60	24881.20	24881.20	True
LW60	11.67	0.97924	0.97924	18285.60	24777.90	24777.90	True
LW60	11.83	0.95974	0.95974	18285.60	24640.09	24640.09	True
LW60	12.00	0.93398	0.93398	18285.60	24458.10	24458.10	True
LW60	12.17	0.94365	0.94365	18285.60	24526.40	24526.40	True
LW60	12.33	0.95379	0.95379	18285.60	24598.10	24598.10	True
LW60	12.50	0.95994	0.95994	18285.60	24641.50	24641.50	True
LW60	12.67	0.95292	0.95292	18285.60	24591.90	24591.90	True
LW60	12.83	0.93972	0.93972	18285.60	24498.64	24498.64	True
LW60	13.00	0.92308	0.92308	18285.60	24381.10	24381.10	True
LW60	13.17	0.90554	0.90554	18285.60	24257.10	24257.10	True
LW65	0.00	-0.20633	-0.20633	5778.30	5059.73	5059.73	True
LW65	0.17	-0.14457	-0.14457	5778.30	5189.70	5189.70	True
LW65	0.33	-0.08569	-0.08569	5778.30	5313.60	5313.60	True
LW65	0.50	-0.03712	-0.03712	5778.30	5415.80	5415.80	True
LW65	0.67	0.00726	0.00726	5778.30	5509.20	5509.20	True
LW65	0.83	0.04471	0.04471	5778.30	5588.00	5588.00	True
LW65	1.00	0.07084	0.07084	5778.30	5643.00	5643.00	True
LW65	1.17	0.09517	0.09517	5778.30	5694.20	5694.20	True
LW65	1.33	0.11114	0.11114	5778.30	5727.80	5727.80	True
LW65	1.50	0.12592	0.12592	5778.30	5758.90	5758.90	True
LW65	1.67	0.13461	0.13461	5778.30	5777.20	5777.20	True
LW65	1.83	0.14212	0.14212	5778.30	5793.00	5793.00	True
LW65	2.00	0.13566	0.13566	5778.30	5779.40	5779.40	True
LW65	2.17	0.13357	0.13357	5778.30	5775.00	5775.00	True
LW65	2.33	0.13880	0.13880	5778.30	5786.00	5786.00	True
LW65	2.50	0.15167	0.15167	5778.30	5813.10	5813.10	True
LW65	2.67	0.16123	0.16123	5778.30	5833.20	5833.20	True
LW65	2.83	0.16541	0.16541	5778.30	5842.00	5842.00	True
LW65	3.00	0.17063	0.17063	5778.30	5853.00	5853.00	True
LW65	3.17	0.17168	0.17168	5778.30	5855.20	5855.20	True
LW65	3.33	0.17482	0.17482	5778.30	5861.80	5861.80	True
LW65	3.50	0.17168	0.17168	5778.30	5855.20	5855.20	True
LW65	3.67	0.15809	0.15809	5778.30	5826.60	5826.60	True
LW65	3.83	0.15396	0.15396	5778.30	5817.91	5817.91	True
LW65	4.00	0.15809	0.15809	5778.30	5826.60	5826.60	True
LW65	4.17	0.16436	0.16436	5778.30	5839.80	5839.80	True
LW65	4.33	0.16854	0.16854	5778.30	5848.60	5848.60	True
LW65	4.50	0.17586	0.17586	5778.30	5864.00	5864.00	True
LW65	4.67	0.17586	0.17586	5778.30	5864.00	5864.00	True
LW65	4.83	0.17491	0.17491	5778.30	5862.00	5862.00	True
LW65	5.00	0.17273	0.17273	5778.30	5857.40	5857.40	True
LW65	5.17	0.16750	0.16750	5778.30	5846.40	5846.40	True
LW65	5.33	0.15495	0.15495	5778.30	5820.00	5820.00	True
LW65	5.50	0.15058	0.15058	5778.30	5810.80	5810.80	True
LW65	5.67	0.15704	0.15704	5778.30	5824.40	5824.40	True
LW65	5.83	0.16351	0.16351	5778.30	5838.00	5838.00	True
LW65	6.00	0.17273	0.17273	5778.30	5857.40	5857.40	True
LW65	6.17	0.17695	0.17695	5778.30	5866.30	5866.30	True
LW65	6.33	0.18679	0.18679	5778.30	5887.00	5887.00	True
LW65	6.50	0.20271	0.20271	5778.30	5920.50	5920.50	True
LW65	6.67	0.23906	0.23906	5778.30	5997.00	5997.00	True
LW65	6.83	0.27708	0.27708	5778.30	6077.00	6077.00	True
LW65	7.00	0.32032	0.32032	5778.30	6168.00	6168.00	True
LW65	7.17	0.36637	0.36637	5778.30	6264.90	6264.90	True
LW65	7.33	0.42653	0.42653	5778.30	6391.50	6391.50	True
LW65	7.50	0.49339	0.49339	5778.30	6532.20	6532.20	True
LW65	7.67	0.56139	0.56139	5778.30	6675.30	6675.30	True
LW65	7.83	0.62644	0.62644	5778.30	6812.18	6812.18	True
LW65	8.00	0.68708	0.68708	5778.30	6939.80	6939.80	True
LW65	8.17	0.72629	0.72629	5778.30	7022.30	7022.30	True
LW65	8.33	0.75580	0.75580	5778.30	7084.40	7084.40	True
LW65	8.50	0.76782	0.76782	5778.30	7109.70	7109.70	True
LW65	8.67	0.78530	0.78530	5778.30	7146.50	7146.50	True
LW65	8.83	0.80170	0.80170	5778.30	7181.00	7181.00	True
LW65	9.00	0.83667	0.83667	5778.30	7254.60	7254.60	True
LW65	9.17	0.86509	0.86509	5778.30	7314.40	7314.40	True
LW65	9.33	0.88695	0.88695	5778.30	7360.40	7360.40	True
LW65	9.50	0.90444	0.90444	5778.30	7397.20	7397.20	True
LW65	9.67	0.91755	0.91755	5778.30	7424.80	7424.80	True
LW65	9.83	0.92888	0.92888	5778.30	7448.64	7448.64	True
LW65	10.00	0.93067	0.93067	5778.30	7452.40	7452.40	True
LW65	10.17	0.92192	0.92192	5778.30	7434.00	7434.00	True
LW65	10.33	0.92192	0.92192	5778.30	7434.00	7434.00	True
LW65	10.50	0.93395	0.93395	5778.30	7459.30	7459.30	True
LW65	10.67	0.95690	0.95690	5778.30	7507.60	7507.60	True
LW65	10.83	0.97597	0.97597	5778.30	7547.73	7547.73	True
LW65	11.00	0.98798	0.98798	5778.30	7573.00	7573.00	True
LW65	11.17	0.99563	0.99563	5778.30	7589.10	7589.10	True
LW65	11.33	0.99781	0.99781	5778.30	7593.70	7593.70	True
LW65	11.50	0.99781	0.99781	5778.30	7593.70	7593.70	True
LW65	11.67	0.98470	0.98470	5778.30	7566.10	7566.10	True
LW65	11.83	0.97186	0.97186	5778.30	7539.09	7539.09	True
LW65	12.00	0.96564	0.96564	5778.30	7526.00	7526.00	True
LW65	12.17	0.97586	0.97586	5778.30	7547.50	7547.50	True
LW65	12.33	0.98688	0.98688	5778.30	7570.70	7570.70	True
LW65	12.50	0.99891	0.99891	5778.30	7596.00	7596.00	True
LW65	12.67	1.00000	1.00000	5778.30	7598.30	7598.30	True
LW65	12.83	0.99692	0.99692	5778.30	7591.82	7591.82	True
LW65	13.00	0.98798	0.98798	5778.30	7573.00	7573.00	True
LW65	13.17	0.98470	0.98470	5778.30	7566.10	7566.10	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