2026-04-10 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: Enterobacter spp.
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Enterobacter spp. | 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 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	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	19.04170	2.0-42.0 h
LW60	end_norm	0.71574	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.71574	2.0-42.0 h
LW60	max_norm	0.71574	2.0-42.0 h
LW60	min_norm	-0.00848	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	0.01597	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	0.07129	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	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	0.11494	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.03900	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-21.48197	2.0-42.0 h
LW64	end_norm	-0.68605	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.68605	2.0-42.0 h
LW64	max_norm	0.03429	2.0-42.0 h
LW64	min_norm	-0.68605	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	-0.01242	2.0-42.0 h
LW65	auc_norm	18.47087	2.0-42.0 h
LW65	end_norm	0.65176	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.65236	2.0-42.0 h
LW65	max_norm	0.65236	2.0-42.0 h
LW65	min_norm	-0.00020	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	0.01476	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	27556.43818	56.44618	Ready
LW65	5	8631.66545	57.43214	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	-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	-0.11846	-0.11846	27298.85	25244.27	25244.27	True
LW60	0.17	-0.01477	-0.01477	27298.85	27268.10	27268.10	True
LW60	0.33	0.00120	0.00120	27298.85	27579.80	27579.80	True
LW60	0.50	0.00354	0.00354	27298.85	27625.60	27625.60	True
LW60	0.67	0.00104	0.00104	27298.85	27576.70	27576.70	True
LW60	0.83	-0.00197	-0.00197	27298.85	27518.00	27518.00	True
LW60	1.00	-0.00381	-0.00381	27298.85	27482.09	27482.09	True
LW60	1.17	-0.00564	-0.00564	27298.85	27446.40	27446.40	True
LW60	1.33	-0.00781	-0.00781	27298.85	27404.00	27404.00	True
LW60	1.50	-0.00912	-0.00912	27298.85	27378.40	27378.40	True
LW60	1.67	-0.01178	-0.01178	27298.85	27326.50	27326.50	True
LW60	1.83	-0.01461	-0.01461	27298.85	27271.20	27271.20	True
LW60	2.00	-0.01693	-0.01693	27298.85	27226.00	27226.00	True
LW60	2.17	-0.01941	-0.01941	27298.85	27177.50	27177.50	True
LW60	2.33	-0.02091	-0.02091	27298.85	27148.20	27148.20	True
LW60	2.50	-0.02223	-0.02223	27298.85	27122.60	27122.60	True
LW60	2.67	-0.02321	-0.02321	27298.85	27103.40	27103.40	True
LW60	2.83	-0.02354	-0.02354	27298.85	27097.00	27097.00	True
LW60	3.00	-0.02371	-0.02371	27298.85	27093.70	27093.70	True
LW60	3.17	-0.02506	-0.02506	27298.85	27067.30	27067.30	True
LW60	3.33	-0.02438	-0.02438	27298.85	27080.50	27080.50	True
LW60	3.50	-0.02489	-0.02489	27298.85	27070.60	27070.60	True
LW60	3.67	-0.02506	-0.02506	27298.85	27067.30	27067.30	True
LW60	3.83	-0.02339	-0.02339	27298.85	27099.82	27099.82	True
LW60	4.00	-0.01925	-0.01925	27298.85	27180.70	27180.70	True
LW60	4.17	-0.00979	-0.00979	27298.85	27365.30	27365.30	True
LW60	4.33	0.00571	0.00571	27298.85	27667.80	27667.80	True
LW60	4.50	0.03154	0.03154	27298.85	28172.00	28172.00	True
LW60	4.67	0.08126	0.08126	27298.85	29142.60	29142.60	True
LW60	4.83	0.14951	0.14951	27298.85	30474.73	30474.73	True
LW60	5.00	0.21515	0.21515	27298.85	31756.00	31756.00	True
LW60	5.17	0.26694	0.26694	27298.85	32766.90	32766.90	True
LW60	5.33	0.30708	0.30708	27298.85	33550.30	33550.30	True
LW60	5.50	0.33866	0.33866	27298.85	34166.80	34166.80	True
LW60	5.67	0.36568	0.36568	27298.85	34694.30	34694.30	True
LW60	5.83	0.39183	0.39183	27298.85	35204.55	35204.55	True
LW60	6.00	0.41435	0.41435	27298.85	35644.30	35644.30	True
LW60	6.17	0.43591	0.43591	27298.85	36065.10	36065.10	True
LW60	6.33	0.45570	0.45570	27298.85	36451.40	36451.40	True
LW60	6.50	0.47694	0.47694	27298.85	36865.90	36865.90	True
LW60	6.67	0.49811	0.49811	27298.85	37279.20	37279.20	True
LW60	6.83	0.51717	0.51717	27298.85	37651.18	37651.18	True
LW60	7.00	0.52913	0.52913	27298.85	37884.60	37884.60	True
LW60	7.17	0.53071	0.53071	27298.85	37915.50	37915.50	True
LW60	7.33	0.52776	0.52776	27298.85	37857.80	37857.80	True
LW60	7.50	0.52390	0.52390	27298.85	37782.50	37782.50	True
LW60	7.67	0.51768	0.51768	27298.85	37661.20	37661.20	True
LW60	7.83	0.50975	0.50975	27298.85	37506.36	37506.36	True
LW60	8.00	0.49927	0.49927	27298.85	37301.70	37301.70	True
LW60	8.17	0.49078	0.49078	27298.85	37136.10	37136.10	True
LW60	8.33	0.48250	0.48250	27298.85	36974.50	36974.50	True
LW60	8.50	0.47597	0.47597	27298.85	36847.00	36847.00	True
LW60	8.67	0.46984	0.46984	27298.85	36727.40	36727.40	True
LW60	8.83	0.46443	0.46443	27298.85	36621.82	36621.82	True
LW60	9.00	0.45933	0.45933	27298.85	36522.20	36522.20	True
LW60	9.17	0.45626	0.45626	27298.85	36462.30	36462.30	True
LW60	9.33	0.45302	0.45302	27298.85	36399.10	36399.10	True
LW60	9.50	0.44980	0.44980	27298.85	36336.20	36336.20	True
LW60	9.67	0.44866	0.44866	27298.85	36314.00	36314.00	True
LW60	9.83	0.44568	0.44568	27298.85	36255.82	36255.82	True
LW60	10.00	0.44387	0.44387	27298.85	36220.50	36220.50	True
LW60	10.17	0.44179	0.44179	27298.85	36179.80	36179.80	True
LW60	10.33	0.44084	0.44084	27298.85	36161.30	36161.30	True
LW60	10.50	0.43876	0.43876	27298.85	36120.60	36120.60	True
LW60	10.67	0.43762	0.43762	27298.85	36098.40	36098.40	True
LW60	10.83	0.43655	0.43655	27298.85	36077.55	36077.55	True
LW60	11.00	0.43572	0.43572	27298.85	36061.40	36061.40	True
LW60	11.17	0.43534	0.43534	27298.85	36054.00	36054.00	True
LW60	11.33	0.43364	0.43364	27298.85	36020.70	36020.70	True
LW60	11.50	0.43364	0.43364	27298.85	36020.70	36020.70	True
LW60	11.67	0.43307	0.43307	27298.85	36009.60	36009.60	True
LW60	11.83	0.43224	0.43224	27298.85	35993.45	35993.45	True
LW60	12.00	0.43174	0.43174	27298.85	35983.70	35983.70	True
LW60	12.17	0.43155	0.43155	27298.85	35980.00	35980.00	True
LW60	12.33	0.43155	0.43155	27298.85	35980.00	35980.00	True
LW60	12.50	0.43155	0.43155	27298.85	35980.00	35980.00	True
LW60	12.67	0.43155	0.43155	27298.85	35980.00	35980.00	True
LW60	12.83	0.43155	0.43155	27298.85	35980.00	35980.00	True
LW60	13.00	0.43250	0.43250	27298.85	35998.50	35998.50	True
LW60	13.17	0.43364	0.43364	27298.85	36020.70	36020.70	True
LW65	0.00	-0.18706	-0.18706	8708.75	7552.55	7552.55	True
LW65	0.17	-0.04416	-0.04416	8708.75	8376.90	8376.90	True
LW65	0.33	-0.01475	-0.01475	8708.75	8546.60	8546.60	True
LW65	0.50	-0.00495	-0.00495	8708.75	8603.10	8603.10	True
LW65	0.67	0.00283	0.00283	8708.75	8648.00	8648.00	True
LW65	0.83	0.00697	0.00697	8708.75	8671.90	8671.90	True
LW65	1.00	0.00989	0.00989	8708.75	8688.73	8688.73	True
LW65	1.17	0.01098	0.01098	8708.75	8695.00	8695.00	True
LW65	1.33	0.01098	0.01098	8708.75	8695.00	8695.00	True
LW65	1.50	0.01306	0.01306	8708.75	8707.00	8707.00	True
LW65	1.67	0.01431	0.01431	8708.75	8714.20	8714.20	True
LW65	1.83	0.01348	0.01348	8708.75	8709.40	8709.40	True
LW65	2.00	0.01325	0.01325	8708.75	8708.09	8708.09	True
LW65	2.17	0.01348	0.01348	8708.75	8709.40	8709.40	True
LW65	2.33	0.01306	0.01306	8708.75	8707.00	8707.00	True
LW65	2.50	0.01389	0.01389	8708.75	8711.80	8711.80	True
LW65	2.67	0.01472	0.01472	8708.75	8716.60	8716.60	True
LW65	2.83	0.01476	0.01476	8708.75	8716.82	8716.82	True
LW65	3.00	0.01431	0.01431	8708.75	8714.20	8714.20	True
LW65	3.17	0.01306	0.01306	8708.75	8707.00	8707.00	True
LW65	3.33	0.01472	0.01472	8708.75	8716.60	8716.60	True
LW65	3.50	0.01514	0.01514	8708.75	8719.00	8719.00	True
LW65	3.67	0.01514	0.01514	8708.75	8719.00	8719.00	True
LW65	3.83	0.01586	0.01586	8708.75	8723.18	8723.18	True
LW65	4.00	0.02079	0.02079	8708.75	8751.60	8751.60	True
LW65	4.17	0.03355	0.03355	8708.75	8825.20	8825.20	True
LW65	4.33	0.05288	0.05288	8708.75	8936.70	8936.70	True
LW65	4.50	0.08216	0.08216	8708.75	9105.60	9105.60	True
LW65	4.67	0.12102	0.12102	8708.75	9329.80	9329.80	True
LW65	4.83	0.16992	0.16992	8708.75	9611.91	9611.91	True
LW65	5.00	0.21388	0.21388	8708.75	9865.50	9865.50	True
LW65	5.17	0.24869	0.24869	8708.75	10066.30	10066.30	True
LW65	5.33	0.27852	0.27852	8708.75	10238.40	10238.40	True
LW65	5.50	0.30428	0.30428	8708.75	10387.00	10387.00	True
LW65	5.67	0.32925	0.32925	8708.75	10531.00	10531.00	True
LW65	5.83	0.35411	0.35411	8708.75	10674.45	10674.45	True
LW65	6.00	0.37723	0.37723	8708.75	10807.80	10807.80	True
LW65	6.17	0.39937	0.39937	8708.75	10935.50	10935.50	True
LW65	6.33	0.42034	0.42034	8708.75	11056.50	11056.50	True
LW65	6.50	0.44041	0.44041	8708.75	11172.30	11172.30	True
LW65	6.67	0.46186	0.46186	8708.75	11296.00	11296.00	True
LW65	6.83	0.48282	0.48282	8708.75	11416.91	11416.91	True
LW65	7.00	0.49887	0.49887	8708.75	11509.50	11509.50	True
LW65	7.17	0.50797	0.50797	8708.75	11562.00	11562.00	True
LW65	7.33	0.51360	0.51360	8708.75	11594.50	11594.50	True
LW65	7.50	0.51750	0.51750	8708.75	11617.00	11617.00	True
LW65	7.67	0.52135	0.52135	8708.75	11639.20	11639.20	True
LW65	7.83	0.52199	0.52199	8708.75	11642.91	11642.91	True
LW65	8.00	0.52177	0.52177	8708.75	11641.60	11641.60	True
LW65	8.17	0.52260	0.52260	8708.75	11646.40	11646.40	True
LW65	8.33	0.52177	0.52177	8708.75	11641.60	11641.60	True
LW65	8.50	0.52218	0.52218	8708.75	11644.00	11644.00	True
LW65	8.67	0.52301	0.52301	8708.75	11648.80	11648.80	True
LW65	8.83	0.51971	0.51971	8708.75	11629.73	11629.73	True
LW65	9.00	0.52093	0.52093	8708.75	11636.80	11636.80	True
LW65	9.17	0.52135	0.52135	8708.75	11639.20	11639.20	True
LW65	9.33	0.52218	0.52218	8708.75	11644.00	11644.00	True
LW65	9.50	0.52343	0.52343	8708.75	11651.20	11651.20	True
LW65	9.67	0.52301	0.52301	8708.75	11648.80	11648.80	True
LW65	9.83	0.52388	0.52388	8708.75	11653.82	11653.82	True
LW65	10.00	0.52385	0.52385	8708.75	11653.60	11653.60	True
LW65	10.17	0.52426	0.52426	8708.75	11656.00	11656.00	True
LW65	10.33	0.52343	0.52343	8708.75	11651.20	11651.20	True
LW65	10.50	0.52343	0.52343	8708.75	11651.20	11651.20	True
LW65	10.67	0.52301	0.52301	8708.75	11648.80	11648.80	True
LW65	10.83	0.52351	0.52351	8708.75	11651.64	11651.64	True
LW65	11.00	0.52385	0.52385	8708.75	11653.60	11653.60	True
LW65	11.17	0.52260	0.52260	8708.75	11646.40	11646.40	True
LW65	11.33	0.52218	0.52218	8708.75	11644.00	11644.00	True
LW65	11.50	0.52301	0.52301	8708.75	11648.80	11648.80	True
LW65	11.67	0.52301	0.52301	8708.75	11648.80	11648.80	True
LW65	11.83	0.52237	0.52237	8708.75	11645.09	11645.09	True
LW65	12.00	0.52177	0.52177	8708.75	11641.60	11641.60	True
LW65	12.17	0.52010	0.52010	8708.75	11632.00	11632.00	True
LW65	12.33	0.52010	0.52010	8708.75	11632.00	11632.00	True
LW65	12.50	0.52052	0.52052	8708.75	11634.40	11634.40	True
LW65	12.67	0.52010	0.52010	8708.75	11632.00	11632.00	True
LW65	12.83	0.52010	0.52010	8708.75	11632.00	11632.00	True
LW65	13.00	0.52052	0.52052	8708.75	11634.40	11634.40	True
LW65	13.17	0.52093	0.52093	8708.75	11636.80	11636.80	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