2026-04-22 B4.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 planticola
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Klebsiella planticola | 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 B4.xlsx	Well ID	B4
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 700831
Strain source	ATCC 700831	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	10.95363	2.0-42.0 h
LW60	end_norm	0.25668	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.47107	2.0-42.0 h
LW60	max_norm	0.47107	2.0-42.0 h
LW60	min_norm	0.00222	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	0.00088	2.0-42.0 h
LW61	auc_norm	52.32123	2.0-42.0 h
LW61	end_norm	1.66618	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	1.66618	2.0-42.0 h
LW61	max_norm	1.66618	2.0-42.0 h
LW61	min_norm	0.06082	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	0.02710	2.0-42.0 h
LW62	auc_norm	-30.43409	2.0-42.0 h
LW62	end_norm	-0.79293	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.98423	2.0-42.0 h
LW62	max_norm	-0.00932	2.0-42.0 h
LW62	min_norm	-0.98423	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	-0.00508	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	0.44323	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	0.11452	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	8.57835	2.0-42.0 h
LW65	end_norm	0.21007	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.31655	2.0-42.0 h
LW65	max_norm	0.31655	2.0-42.0 h
LW65	min_norm	-0.00769	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	0.00212	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	23877.02364	328.88899	Ready
LW65	5	4722.00000	77.81966	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	4000.73–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	4000.73–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	4000.73–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	4000.73–49923.62 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	0.00–44.50 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	-0.18096	-0.18096	24667.43	19492.91	21631.25	True
LW60	0.17	-0.06254	-0.06254	24667.43	23100.90	23100.90	True
LW60	0.33	-0.03513	-0.03513	24667.43	23441.10	23441.10	True
LW60	0.50	-0.01643	-0.01643	24667.43	23673.10	23673.10	True
LW60	0.67	0.00185	0.00185	24667.43	23900.00	23900.00	True
LW60	0.83	0.01908	0.01908	24667.43	24113.82	24113.82	True
LW60	1.00	0.03063	0.03063	24667.43	24257.10	24257.10	True
LW60	1.17	0.03987	0.03987	24667.43	24371.80	24371.80	True
LW60	1.33	0.04830	0.04830	24667.43	24476.50	24476.50	True
LW60	1.50	0.05485	0.05485	24667.43	24557.70	24557.70	True
LW60	1.67	0.06135	0.06135	24667.43	24638.40	24638.40	True
LW60	1.83	0.06603	0.06603	24667.43	24696.45	24696.45	True
LW60	2.00	0.06809	0.06809	24667.43	24722.10	24722.10	True
LW60	2.17	0.07034	0.07034	24667.43	24750.00	24750.00	True
LW60	2.33	0.07284	0.07284	24667.43	24781.00	24781.00	True
LW60	2.50	0.07359	0.07359	24667.43	24790.30	24790.30	True
LW60	2.67	0.07534	0.07534	24667.43	24812.00	24812.00	True
LW60	2.83	0.07398	0.07398	24667.43	24795.09	24795.09	True
LW60	3.00	0.07459	0.07459	24667.43	24802.70	24802.70	True
LW60	3.17	0.07534	0.07534	24667.43	24812.00	24812.00	True
LW60	3.33	0.07559	0.07559	24667.43	24815.10	24815.10	True
LW60	3.50	0.07534	0.07534	24667.43	24812.00	24812.00	True
LW60	3.67	0.07534	0.07534	24667.43	24812.00	24812.00	True
LW60	3.83	0.07602	0.07602	24667.43	24820.45	24820.45	True
LW60	4.00	0.07609	0.07609	24667.43	24821.30	24821.30	True
LW60	4.17	0.07659	0.07659	24667.43	24827.50	24827.50	True
LW60	4.33	0.07634	0.07634	24667.43	24824.40	24824.40	True
LW60	4.50	0.07810	0.07810	24667.43	24846.30	24846.30	True
LW60	4.67	0.07862	0.07862	24667.43	24852.70	24852.70	True
LW60	4.83	0.07924	0.07924	24667.43	24860.45	24860.45	True
LW60	5.00	0.08141	0.08141	24667.43	24887.40	24887.40	True
LW60	5.17	0.08316	0.08316	24667.43	24909.10	24909.10	True
LW60	5.33	0.08616	0.08616	24667.43	24946.30	24946.30	True
LW60	5.50	0.09123	0.09123	24667.43	25009.20	25009.20	True
LW60	5.67	0.09901	0.09901	24667.43	25105.80	25105.80	True
LW60	5.83	0.11547	0.11547	24667.43	25310.09	25310.09	True
LW60	6.00	0.14541	0.14541	24667.43	25681.60	25681.60	True
LW60	6.17	0.18785	0.18785	24667.43	26208.30	26208.30	True
LW60	6.33	0.24777	0.24777	24667.43	26952.00	26952.00	True
LW60	6.50	0.33476	0.33476	24667.43	28031.50	28031.50	True
LW60	6.67	0.43937	0.43937	24667.43	29329.80	29329.80	True
LW60	6.83	0.55011	0.55011	24667.43	30704.09	30704.09	True
LW60	7.00	0.64664	0.64664	24667.43	31902.10	31902.10	True
LW60	7.17	0.72058	0.72058	24667.43	32819.70	32819.70	True
LW60	7.33	0.78320	0.78320	24667.43	33596.80	33596.80	True
LW60	7.50	0.82884	0.82884	24667.43	34163.20	34163.20	True
LW60	7.67	0.86725	0.86725	24667.43	34639.90	34639.90	True
LW60	7.83	0.89563	0.89563	24667.43	34992.18	34992.18	True
LW60	8.00	0.91859	0.91859	24667.43	35277.10	35277.10	True
LW60	8.17	0.93514	0.93514	24667.43	35482.50	35482.50	True
LW60	8.33	0.94818	0.94818	24667.43	35644.30	35644.30	True
LW60	8.50	0.95885	0.95885	24667.43	35776.70	35776.70	True
LW60	8.67	0.96927	0.96927	24667.43	35906.00	35906.00	True
LW60	8.83	0.97713	0.97713	24667.43	36003.55	36003.55	True
LW60	9.00	0.98268	0.98268	24667.43	36072.50	36072.50	True
LW60	9.17	0.98656	0.98656	24667.43	36120.60	36120.60	True
LW60	9.33	0.99073	0.99073	24667.43	36172.40	36172.40	True
LW60	9.50	0.99521	0.99521	24667.43	36227.90	36227.90	True
LW60	9.67	0.99699	0.99699	24667.43	36250.10	36250.10	True
LW60	9.83	0.99908	0.99908	24667.43	36276.00	36276.00	True
LW60	10.00	0.99849	0.99849	24667.43	36268.60	36268.60	True
LW60	10.17	0.99969	0.99969	24667.43	36283.60	36283.60	True
LW60	10.33	1.00000	1.00000	24667.43	36287.40	36287.40	True
LW60	10.50	0.99969	0.99969	24667.43	36283.60	36283.60	True
LW60	10.67	0.99640	0.99640	24667.43	36242.70	36242.70	True
LW60	10.83	0.98987	0.98987	24667.43	36161.64	36161.64	True
LW60	11.00	0.98745	0.98745	24667.43	36131.70	36131.70	True
LW60	11.17	0.98447	0.98447	24667.43	36094.70	36094.70	True
LW60	11.33	0.98239	0.98239	24667.43	36068.80	36068.80	True
LW60	11.50	0.97463	0.97463	24667.43	35972.60	35972.60	True
LW60	11.67	0.96897	0.96897	24667.43	35902.30	35902.30	True
LW60	11.83	0.96439	0.96439	24667.43	35845.45	35845.45	True
LW60	12.00	0.95737	0.95737	24667.43	35758.30	35758.30	True
LW60	12.17	0.94818	0.94818	24667.43	35644.30	35644.30	True
LW60	12.33	0.94048	0.94048	24667.43	35548.70	35548.70	True
LW60	12.50	0.93040	0.93040	24667.43	35423.60	35423.60	True
LW60	12.67	0.92037	0.92037	24667.43	35299.10	35299.10	True
LW60	12.83	0.91006	0.91006	24667.43	35171.27	35171.27	True
LW60	13.00	0.89536	0.89536	24667.43	34988.80	34988.80	True
LW60	13.17	0.88655	0.88655	24667.43	34879.40	34879.40	True
LW65	0.00	-0.42856	-0.42856	4865.00	4000.73	4000.73	True
LW65	0.17	-0.14141	-0.14141	4865.00	4484.00	4484.00	True
LW65	0.33	-0.06607	-0.06607	4865.00	4610.80	4610.80	True
LW65	0.50	-0.02424	-0.02424	4865.00	4681.20	4681.20	True
LW65	0.67	0.00796	0.00796	4865.00	4735.40	4735.40	True
LW65	0.83	0.03268	0.03268	4865.00	4777.00	4777.00	True
LW65	1.00	0.04967	0.04967	4865.00	4805.60	4805.60	True
LW65	1.17	0.06405	0.06405	4865.00	4829.80	4829.80	True
LW65	1.33	0.07190	0.07190	4865.00	4843.00	4843.00	True
LW65	1.50	0.07974	0.07974	4865.00	4856.20	4856.20	True
LW65	1.67	0.08497	0.08497	4865.00	4865.00	4865.00	True
LW65	1.83	0.08497	0.08497	4865.00	4865.00	4865.00	True
LW65	2.00	0.08627	0.08627	4865.00	4867.20	4867.20	True
LW65	2.17	0.08758	0.08758	4865.00	4869.40	4869.40	True
LW65	2.33	0.08627	0.08627	4865.00	4867.20	4867.20	True
LW65	2.50	0.09020	0.09020	4865.00	4873.80	4873.80	True
LW65	2.67	0.08627	0.08627	4865.00	4867.20	4867.20	True
LW65	2.83	0.08497	0.08497	4865.00	4865.00	4865.00	True
LW65	3.00	0.08497	0.08497	4865.00	4865.00	4865.00	True
LW65	3.17	0.08497	0.08497	4865.00	4865.00	4865.00	True
LW65	3.33	0.08497	0.08497	4865.00	4865.00	4865.00	True
LW65	3.50	0.07843	0.07843	4865.00	4854.00	4854.00	True
LW65	3.67	0.07451	0.07451	4865.00	4847.40	4847.40	True
LW65	3.83	0.07190	0.07190	4865.00	4843.00	4843.00	True
LW65	4.00	0.07190	0.07190	4865.00	4843.00	4843.00	True
LW65	4.17	0.07190	0.07190	4865.00	4843.00	4843.00	True
LW65	4.33	0.07190	0.07190	4865.00	4843.00	4843.00	True
LW65	4.50	0.07190	0.07190	4865.00	4843.00	4843.00	True
LW65	4.67	0.07190	0.07190	4865.00	4843.00	4843.00	True
LW65	4.83	0.06952	0.06952	4865.00	4839.00	4839.00	True
LW65	5.00	0.06797	0.06797	4865.00	4836.40	4836.40	True
LW65	5.17	0.06275	0.06275	4865.00	4827.60	4827.60	True
LW65	5.33	0.07059	0.07059	4865.00	4840.80	4840.80	True
LW65	5.50	0.07059	0.07059	4865.00	4840.80	4840.80	True
LW65	5.67	0.07190	0.07190	4865.00	4843.00	4843.00	True
LW65	5.83	0.07903	0.07903	4865.00	4855.00	4855.00	True
LW65	6.00	0.10327	0.10327	4865.00	4895.80	4895.80	True
LW65	6.17	0.14248	0.14248	4865.00	4961.80	4961.80	True
LW65	6.33	0.20832	0.20832	4865.00	5072.60	5072.60	True
LW65	6.50	0.30814	0.30814	4865.00	5240.60	5240.60	True
LW65	6.67	0.42543	0.42543	4865.00	5438.00	5438.00	True
LW65	6.83	0.53870	0.53870	4865.00	5628.64	5628.64	True
LW65	7.00	0.63488	0.63488	4865.00	5790.50	5790.50	True
LW65	7.17	0.70541	0.70541	4865.00	5909.20	5909.20	True
LW65	7.33	0.76958	0.76958	4865.00	6017.20	6017.20	True
LW65	7.50	0.81373	0.81373	4865.00	6091.50	6091.50	True
LW65	7.67	0.84848	0.84848	4865.00	6150.00	6150.00	True
LW65	7.83	0.87922	0.87922	4865.00	6201.73	6201.73	True
LW65	8.00	0.90202	0.90202	4865.00	6240.10	6240.10	True
LW65	8.17	0.91788	0.91788	4865.00	6266.80	6266.80	True
LW65	8.33	0.93012	0.93012	4865.00	6287.40	6287.40	True
LW65	8.50	0.94106	0.94106	4865.00	6305.80	6305.80	True
LW65	8.67	0.95698	0.95698	4865.00	6332.60	6332.60	True
LW65	8.83	0.96084	0.96084	4865.00	6339.09	6339.09	True
LW65	9.00	0.97326	0.97326	4865.00	6360.00	6360.00	True
LW65	9.17	0.97457	0.97457	4865.00	6362.20	6362.20	True
LW65	9.33	0.98241	0.98241	4865.00	6375.40	6375.40	True
LW65	9.50	0.98633	0.98633	4865.00	6382.00	6382.00	True
LW65	9.67	0.98633	0.98633	4865.00	6382.00	6382.00	True
LW65	9.83	0.98882	0.98882	4865.00	6386.18	6386.18	True
LW65	10.00	0.99727	0.99727	4865.00	6400.40	6400.40	True
LW65	10.17	1.00000	1.00000	4865.00	6405.00	6405.00	True
LW65	10.33	1.00000	1.00000	4865.00	6405.00	6405.00	True
LW65	10.50	1.00000	1.00000	4865.00	6405.00	6405.00	True
LW65	10.67	0.99863	0.99863	4865.00	6402.70	6402.70	True
LW65	10.83	1.00000	1.00000	4865.00	6405.00	6405.00	True
LW65	11.00	0.99727	0.99727	4865.00	6400.40	6400.40	True
LW65	11.17	0.98907	0.98907	4865.00	6386.60	6386.60	True
LW65	11.33	0.98770	0.98770	4865.00	6384.30	6384.30	True
LW65	11.50	0.98633	0.98633	4865.00	6382.00	6382.00	True
LW65	11.67	0.98633	0.98633	4865.00	6382.00	6382.00	True
LW65	11.83	0.98158	0.98158	4865.00	6374.00	6374.00	True
LW65	12.00	0.97326	0.97326	4865.00	6360.00	6360.00	True
LW65	12.17	0.97326	0.97326	4865.00	6360.00	6360.00	True
LW65	12.33	0.96370	0.96370	4865.00	6343.90	6343.90	True
LW65	12.50	0.95960	0.95960	4865.00	6337.00	6337.00	True
LW65	12.67	0.94914	0.94914	4865.00	6319.40	6319.40	True
LW65	12.83	0.94652	0.94652	4865.00	6315.00	6315.00	True
LW65	13.00	0.93422	0.93422	4865.00	6294.30	6294.30	True
LW65	13.17	0.93286	0.93286	4865.00	6292.00	6292.00	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