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: Klebsiella pneumoniae subsp. pneumoniae
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Klebsiella pneumoniae subsp. pneumoniae | Run: 2026-04-22 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	2026-04-22 inc4	Run date	2026-04-22
Media	FB	Incubator	inc4
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 13883
Strain source	ATCC 13883	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	11.08292	2.0-42.0 h
LW60	end_norm	0.27112	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.43540	2.0-42.0 h
LW60	max_norm	0.43540	2.0-42.0 h
LW60	min_norm	-0.00968	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	0.00185	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	0.10456	2.0-42.0 h
LW61	pct_missing_norm	1.00000	2.0-42.0 h
LW61	pct_saturated_rows	0.00000	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	0.00000	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.34002	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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	1.00000	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	0.65070	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	8.33873	2.0-42.0 h
LW65	end_norm	0.20743	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.31046	2.0-42.0 h
LW65	max_norm	0.31046	2.0-42.0 h
LW65	min_norm	-0.01298	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	0.00195	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	29224.18545	546.17831	Ready
LW65	5	11907.86182	224.62876	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	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 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	0.00–44.50 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	-0.21504	-0.21504	30005.00	22621.27	26247.00	True
LW60	0.17	-0.11520	-0.11520	30005.00	27629.30	27629.30	True
LW60	0.33	-0.05721	-0.05721	30005.00	28432.10	28432.10	True
LW60	0.50	-0.02039	-0.02039	30005.00	28941.90	28941.90	True
LW60	0.67	0.00853	0.00853	30005.00	29342.30	29342.30	True
LW60	0.83	0.02828	0.02828	30005.00	29615.73	29615.73	True
LW60	1.00	0.04079	0.04079	30005.00	29788.90	29788.90	True
LW60	1.17	0.04759	0.04759	30005.00	29883.10	29883.10	True
LW60	1.33	0.05247	0.05247	30005.00	29950.60	29950.60	True
LW60	1.50	0.05615	0.05615	30005.00	30001.60	30001.60	True
LW60	1.67	0.05664	0.05664	30005.00	30008.40	30008.40	True
LW60	1.83	0.05640	0.05640	30005.00	30005.00	30005.00	True
LW60	2.00	0.05640	0.05640	30005.00	30005.00	30005.00	True
LW60	2.17	0.05664	0.05664	30005.00	30008.40	30008.40	True
LW60	2.33	0.05664	0.05664	30005.00	30008.40	30008.40	True
LW60	2.50	0.05443	0.05443	30005.00	29977.80	29977.80	True
LW60	2.67	0.05370	0.05370	30005.00	29967.60	29967.60	True
LW60	2.83	0.05198	0.05198	30005.00	29943.80	29943.80	True
LW60	3.00	0.05104	0.05104	30005.00	29930.82	29930.82	True
LW60	3.17	0.04928	0.04928	30005.00	29906.40	29906.40	True
LW60	3.33	0.04665	0.04665	30005.00	29870.00	29870.00	True
LW60	3.50	0.04444	0.04444	30005.00	29839.40	29839.40	True
LW60	3.67	0.04321	0.04321	30005.00	29822.40	29822.40	True
LW60	3.83	0.04198	0.04198	30005.00	29805.40	29805.40	True
LW60	4.00	0.03934	0.03934	30005.00	29768.91	29768.91	True
LW60	4.17	0.03763	0.03763	30005.00	29745.20	29745.20	True
LW60	4.33	0.03690	0.03690	30005.00	29735.00	29735.00	True
LW60	4.50	0.03542	0.03542	30005.00	29714.60	29714.60	True
LW60	4.67	0.03542	0.03542	30005.00	29714.60	29714.60	True
LW60	4.83	0.03690	0.03690	30005.00	29735.00	29735.00	True
LW60	5.00	0.04613	0.04613	30005.00	29862.80	29862.80	True
LW60	5.17	0.05980	0.05980	30005.00	30052.10	30052.10	True
LW60	5.33	0.07229	0.07229	30005.00	30225.00	30225.00	True
LW60	5.50	0.08874	0.08874	30005.00	30452.80	30452.80	True
LW60	5.67	0.10991	0.10991	30005.00	30745.90	30745.90	True
LW60	5.83	0.15033	0.15033	30005.00	31305.45	31305.45	True
LW60	6.00	0.22573	0.22573	30005.00	32349.40	32349.40	True
LW60	6.17	0.32907	0.32907	30005.00	33780.20	33780.20	True
LW60	6.33	0.43622	0.43622	30005.00	35263.70	35263.70	True
LW60	6.50	0.53175	0.53175	30005.00	36586.30	36586.30	True
LW60	6.67	0.61024	0.61024	30005.00	37672.90	37672.90	True
LW60	6.83	0.68010	0.68010	30005.00	38640.18	38640.18	True
LW60	7.00	0.74030	0.74030	30005.00	39473.60	39473.60	True
LW60	7.17	0.79086	0.79086	30005.00	40173.60	40173.60	True
LW60	7.33	0.83216	0.83216	30005.00	40745.50	40745.50	True
LW60	7.50	0.86748	0.86748	30005.00	41234.50	41234.50	True
LW60	7.67	0.89754	0.89754	30005.00	41650.60	41650.60	True
LW60	7.83	0.92073	0.92073	30005.00	41971.73	41971.73	True
LW60	8.00	0.93916	0.93916	30005.00	42226.90	42226.90	True
LW60	8.17	0.95263	0.95263	30005.00	42413.30	42413.30	True
LW60	8.33	0.96492	0.96492	30005.00	42583.50	42583.50	True
LW60	8.50	0.97552	0.97552	30005.00	42730.30	42730.30	True
LW60	8.67	0.98436	0.98436	30005.00	42852.60	42852.60	True
LW60	8.83	0.98972	0.98972	30005.00	42926.82	42926.82	True
LW60	9.00	0.99408	0.99408	30005.00	42987.20	42987.20	True
LW60	9.17	0.99793	0.99793	30005.00	43040.50	43040.50	True
LW60	9.33	0.99852	0.99852	30005.00	43048.70	43048.70	True
LW60	9.50	1.00000	1.00000	30005.00	43069.20	43069.20	True
LW60	9.67	0.99882	0.99882	30005.00	43052.80	43052.80	True
LW60	9.83	0.99941	0.99941	30005.00	43061.00	43061.00	True
LW60	10.00	0.99615	0.99615	30005.00	43015.90	43015.90	True
LW60	10.17	0.99319	0.99319	30005.00	42974.90	42974.90	True
LW60	10.33	0.98964	0.98964	30005.00	42925.70	42925.70	True
LW60	10.50	0.98582	0.98582	30005.00	42872.90	42872.90	True
LW60	10.67	0.98112	0.98112	30005.00	42807.80	42807.80	True
LW60	10.83	0.97635	0.97635	30005.00	42741.73	42741.73	True
LW60	11.00	0.96846	0.96846	30005.00	42632.50	42632.50	True
LW60	11.17	0.95818	0.95818	30005.00	42490.20	42490.20	True
LW60	11.33	0.95088	0.95088	30005.00	42389.10	42389.10	True
LW60	11.50	0.94352	0.94352	30005.00	42287.30	42287.30	True
LW60	11.67	0.93450	0.93450	30005.00	42162.40	42162.40	True
LW60	11.83	0.92709	0.92709	30005.00	42059.73	42059.73	True
LW60	12.00	0.91757	0.91757	30005.00	41927.90	41927.90	True
LW60	12.17	0.90913	0.90913	30005.00	41811.10	41811.10	True
LW60	12.33	0.90017	0.90017	30005.00	41687.00	41687.00	True
LW60	12.50	0.89172	0.89172	30005.00	41570.10	41570.10	True
LW60	12.67	0.88334	0.88334	30005.00	41454.00	41454.00	True
LW60	12.83	0.87302	0.87302	30005.00	41311.09	41311.09	True
LW60	13.00	0.86461	0.86461	30005.00	41194.70	41194.70	True
LW60	13.17	0.85567	0.85567	30005.00	41071.00	41071.00	True
LW65	0.00	-0.36809	-0.36809	12230.73	9729.27	10391.33	True
LW65	0.17	-0.18145	-0.18145	12230.73	11160.30	11160.30	True
LW65	0.33	-0.08217	-0.08217	12230.73	11569.30	11569.30	True
LW65	0.50	-0.02412	-0.02412	12230.73	11808.50	11808.50	True
LW65	0.67	0.01365	0.01365	12230.73	11964.10	11964.10	True
LW65	0.83	0.04006	0.04006	12230.73	12072.91	12072.91	True
LW65	1.00	0.05258	0.05258	12230.73	12124.50	12124.50	True
LW65	1.17	0.06363	0.06363	12230.73	12170.00	12170.00	True
LW65	1.33	0.07285	0.07285	12230.73	12208.00	12208.00	True
LW65	1.50	0.07649	0.07649	12230.73	12223.00	12223.00	True
LW65	1.67	0.07952	0.07952	12230.73	12235.50	12235.50	True
LW65	1.83	0.07892	0.07892	12230.73	12233.00	12233.00	True
LW65	2.00	0.07781	0.07781	12230.73	12228.45	12228.45	True
LW65	2.17	0.07588	0.07588	12230.73	12220.50	12220.50	True
LW65	2.33	0.07649	0.07649	12230.73	12223.00	12223.00	True
LW65	2.50	0.07528	0.07528	12230.73	12218.00	12218.00	True
LW65	2.67	0.07346	0.07346	12230.73	12210.50	12210.50	True
LW65	2.83	0.07163	0.07163	12230.73	12203.00	12203.00	True
LW65	3.00	0.06954	0.06954	12230.73	12194.36	12194.36	True
LW65	3.17	0.06799	0.06799	12230.73	12188.00	12188.00	True
LW65	3.33	0.06678	0.06678	12230.73	12183.00	12183.00	True
LW65	3.50	0.06363	0.06363	12230.73	12170.00	12170.00	True
LW65	3.67	0.05986	0.05986	12230.73	12154.50	12154.50	True
LW65	3.83	0.05622	0.05622	12230.73	12139.50	12139.50	True
LW65	4.00	0.05385	0.05385	12230.73	12129.73	12129.73	True
LW65	4.17	0.04955	0.04955	12230.73	12112.00	12112.00	True
LW65	4.33	0.04833	0.04833	12230.73	12107.00	12107.00	True
LW65	4.50	0.04651	0.04651	12230.73	12099.50	12099.50	True
LW65	4.67	0.04469	0.04469	12230.73	12092.00	12092.00	True
LW65	4.83	0.04061	0.04061	12230.73	12075.18	12075.18	True
LW65	5.00	0.03984	0.03984	12230.73	12072.00	12072.00	True
LW65	5.17	0.04287	0.04287	12230.73	12084.50	12084.50	True
LW65	5.33	0.04833	0.04833	12230.73	12107.00	12107.00	True
LW65	5.50	0.05380	0.05380	12230.73	12129.50	12129.50	True
LW65	5.67	0.06853	0.06853	12230.73	12190.20	12190.20	True
LW65	5.83	0.10449	0.10449	12230.73	12338.36	12338.36	True
LW65	6.00	0.18202	0.18202	12230.73	12657.80	12657.80	True
LW65	6.17	0.28845	0.28845	12230.73	13096.30	13096.30	True
LW65	6.33	0.40124	0.40124	12230.73	13561.00	13561.00	True
LW65	6.50	0.49746	0.49746	12230.73	13957.40	13957.40	True
LW65	6.67	0.57957	0.57957	12230.73	14295.70	14295.70	True
LW65	6.83	0.64811	0.64811	12230.73	14578.09	14578.09	True
LW65	7.00	0.70828	0.70828	12230.73	14826.00	14826.00	True
LW65	7.17	0.76209	0.76209	12230.73	15047.70	15047.70	True
LW65	7.33	0.80588	0.80588	12230.73	15228.10	15228.10	True
LW65	7.50	0.84138	0.84138	12230.73	15374.40	15374.40	True
LW65	7.67	0.87245	0.87245	12230.73	15502.40	15502.40	True
LW65	7.83	0.89945	0.89945	12230.73	15613.64	15613.64	True
LW65	8.00	0.92301	0.92301	12230.73	15710.70	15710.70	True
LW65	8.17	0.93668	0.93668	12230.73	15767.00	15767.00	True
LW65	8.33	0.95175	0.95175	12230.73	15829.10	15829.10	True
LW65	8.50	0.96267	0.96267	12230.73	15874.10	15874.10	True
LW65	8.67	0.97248	0.97248	12230.73	15914.50	15914.50	True
LW65	8.83	0.98111	0.98111	12230.73	15950.09	15950.09	True
LW65	9.00	0.98624	0.98624	12230.73	15971.20	15971.20	True
LW65	9.17	0.99410	0.99410	12230.73	16003.60	16003.60	True
LW65	9.33	0.99869	0.99869	12230.73	16022.50	16022.50	True
LW65	9.50	0.99869	0.99869	12230.73	16022.50	16022.50	True
LW65	9.67	0.99541	0.99541	12230.73	16009.00	16009.00	True
LW65	9.83	0.99541	0.99541	12230.73	16009.00	16009.00	True
LW65	10.00	1.00000	1.00000	12230.73	16027.90	16027.90	True
LW65	10.17	0.99410	0.99410	12230.73	16003.60	16003.60	True
LW65	10.33	0.99345	0.99345	12230.73	16000.90	16000.90	True
LW65	10.50	0.98624	0.98624	12230.73	15971.20	15971.20	True
LW65	10.67	0.98427	0.98427	12230.73	15963.10	15963.10	True
LW65	10.83	0.98231	0.98231	12230.73	15955.00	15955.00	True
LW65	11.00	0.97837	0.97837	12230.73	15938.80	15938.80	True
LW65	11.17	0.97248	0.97248	12230.73	15914.50	15914.50	True
LW65	11.33	0.96461	0.96461	12230.73	15882.10	15882.10	True
LW65	11.50	0.95820	0.95820	12230.73	15855.70	15855.70	True
LW65	11.67	0.95175	0.95175	12230.73	15829.10	15829.10	True
LW65	11.83	0.94442	0.94442	12230.73	15798.91	15798.91	True
LW65	12.00	0.93995	0.93995	12230.73	15780.50	15780.50	True
LW65	12.17	0.92947	0.92947	12230.73	15737.30	15737.30	True
LW65	12.33	0.92422	0.92422	12230.73	15715.70	15715.70	True
LW65	12.50	0.91459	0.91459	12230.73	15676.00	15676.00	True
LW65	12.67	0.90612	0.90612	12230.73	15641.10	15641.10	True
LW65	12.83	0.89943	0.89943	12230.73	15613.55	15613.55	True
LW65	13.00	0.88932	0.88932	12230.73	15571.90	15571.90	True
LW65	13.17	0.88211	0.88211	12230.73	15542.20	15542.20	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