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: Pseudomonas aeruginosa
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Pseudomonas aeruginosa | Run: 2026-04-15 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	2026-04-15 inc5	Run date	2026-04-15
Media	FB	Incubator	inc5
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	12.12953	2.0-42.0 h
LW60	end_norm	0.38200	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.39391	2.0-42.0 h
LW60	max_norm	0.39391	2.0-42.0 h
LW60	min_norm	-0.00427	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	0.00815	2.0-42.0 h
LW61	auc_norm	19.83385	2.0-42.0 h
LW61	end_norm	0.68981	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.69266	2.0-42.0 h
LW61	max_norm	0.69266	2.0-42.0 h
LW61	min_norm	-0.00130	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	0.01491	2.0-42.0 h
LW62	auc_norm	-14.91578	2.0-42.0 h
LW62	end_norm	-0.41663	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.46563	2.0-42.0 h
LW62	max_norm	0.01050	2.0-42.0 h
LW62	min_norm	-0.46563	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	-0.00773	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	0.33361	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.20456	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	1.00000	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	5.77346	2.0-42.0 h
LW65	end_norm	0.17904	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.18158	2.0-42.0 h
LW65	max_norm	0.18158	2.0-42.0 h
LW65	min_norm	0.00028	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	0.00300	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	16149.28000	897.83252	Ready
LW65	5	8338.26727	314.83680	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	5741.18–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	5741.18–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	5741.18–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	5741.18–49923.62 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	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	-1.00000–1.00000 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	-0.99652	-0.99652	16457.30	9382.18	9382.18	True
LW60	0.17	-0.45045	-0.45045	16457.30	13090.40	13090.40	True
LW60	0.33	-0.19012	-0.19012	16457.30	14858.20	14858.20	True
LW60	0.50	-0.07199	-0.07199	16457.30	15660.40	15660.40	True
LW60	0.67	0.02627	0.02627	16457.30	16327.70	16327.70	True
LW60	0.83	0.11115	0.11115	16457.30	16904.10	16904.10	True
LW60	1.00	0.12469	0.12469	16457.30	16996.00	16996.00	True
LW60	1.17	0.10310	0.10310	16457.30	16849.40	16849.40	True
LW60	1.33	0.08982	0.08982	16457.30	16759.20	16759.20	True
LW60	1.50	0.07017	0.07017	16457.30	16625.80	16625.80	True
LW60	1.67	0.05174	0.05174	16457.30	16500.60	16500.60	True
LW60	1.83	0.03898	0.03898	16457.30	16414.00	16414.00	True
LW60	2.00	0.03501	0.03501	16457.30	16387.00	16387.00	True
LW60	2.17	0.03620	0.03620	16457.30	16395.10	16395.10	True
LW60	2.33	0.04097	0.04097	16457.30	16427.50	16427.50	True
LW60	2.50	0.04455	0.04455	16457.30	16451.80	16451.80	True
LW60	2.67	0.04693	0.04693	16457.30	16468.00	16468.00	True
LW60	2.83	0.04838	0.04838	16457.30	16477.82	16477.82	True
LW60	3.00	0.05411	0.05411	16457.30	16516.70	16516.70	True
LW60	3.17	0.06378	0.06378	16457.30	16582.40	16582.40	True
LW60	3.33	0.08019	0.08019	16457.30	16693.80	16693.80	True
LW60	3.50	0.10227	0.10227	16457.30	16843.80	16843.80	True
LW60	3.67	0.13491	0.13491	16457.30	17065.40	17065.40	True
LW60	3.83	0.18278	0.18278	16457.30	17390.45	17390.45	True
LW60	4.00	0.25444	0.25444	16457.30	17877.10	17877.10	True
LW60	4.17	0.33791	0.33791	16457.30	18443.90	18443.90	True
LW60	4.33	0.39467	0.39467	16457.30	18829.40	18829.40	True
LW60	4.50	0.41838	0.41838	16457.30	18990.40	18990.40	True
LW60	4.67	0.42754	0.42754	16457.30	19052.60	19052.60	True
LW60	4.83	0.43084	0.43084	16457.30	19075.00	19075.00	True
LW60	5.00	0.43511	0.43511	16457.30	19104.00	19104.00	True
LW60	5.17	0.43717	0.43717	16457.30	19118.00	19118.00	True
LW60	5.33	0.43923	0.43923	16457.30	19132.00	19132.00	True
LW60	5.50	0.43676	0.43676	16457.30	19115.20	19115.20	True
LW60	5.67	0.43255	0.43255	16457.30	19086.60	19086.60	True
LW60	5.83	0.42408	0.42408	16457.30	19029.09	19029.09	True
LW60	6.00	0.41461	0.41461	16457.30	18964.80	18964.80	True
LW60	6.17	0.40550	0.40550	16457.30	18902.90	18902.90	True
LW60	6.33	0.39756	0.39756	16457.30	18849.00	18849.00	True
LW60	6.50	0.39014	0.39014	16457.30	18798.60	18798.60	True
LW60	6.67	0.38632	0.38632	16457.30	18772.70	18772.70	True
LW60	6.83	0.38737	0.38737	16457.30	18779.82	18779.82	True
LW60	7.00	0.39179	0.39179	16457.30	18809.80	18809.80	True
LW60	7.17	0.39715	0.39715	16457.30	18846.20	18846.20	True
LW60	7.33	0.40382	0.40382	16457.30	18891.50	18891.50	True
LW60	7.50	0.41008	0.41008	16457.30	18934.00	18934.00	True
LW60	7.67	0.41626	0.41626	16457.30	18976.00	18976.00	True
LW60	7.83	0.42371	0.42371	16457.30	19026.55	19026.55	True
LW60	8.00	0.43171	0.43171	16457.30	19080.90	19080.90	True
LW60	8.17	0.43887	0.43887	16457.30	19129.50	19129.50	True
LW60	8.33	0.44639	0.44639	16457.30	19180.60	19180.60	True
LW60	8.50	0.45430	0.45430	16457.30	19234.30	19234.30	True
LW60	8.67	0.46269	0.46269	16457.30	19291.30	19291.30	True
LW60	8.83	0.47163	0.47163	16457.30	19352.00	19352.00	True
LW60	9.00	0.48076	0.48076	16457.30	19414.00	19414.00	True
LW60	9.17	0.48871	0.48871	16457.30	19468.00	19468.00	True
LW60	9.33	0.49799	0.49799	16457.30	19531.00	19531.00	True
LW60	9.50	0.50893	0.50893	16457.30	19605.30	19605.30	True
LW60	9.67	0.51820	0.51820	16457.30	19668.20	19668.20	True
LW60	9.83	0.52979	0.52979	16457.30	19746.91	19746.91	True
LW60	10.00	0.53889	0.53889	16457.30	19808.70	19808.70	True
LW60	10.17	0.54779	0.54779	16457.30	19869.20	19869.20	True
LW60	10.33	0.55750	0.55750	16457.30	19935.10	19935.10	True
LW60	10.50	0.56601	0.56601	16457.30	19992.90	19992.90	True
LW60	10.67	0.57368	0.57368	16457.30	20045.00	20045.00	True
LW60	10.83	0.58174	0.58174	16457.30	20099.73	20099.73	True
LW60	11.00	0.58935	0.58935	16457.30	20151.40	20151.40	True
LW60	11.17	0.59789	0.59789	16457.30	20209.40	20209.40	True
LW60	11.33	0.60473	0.60473	16457.30	20255.80	20255.80	True
LW60	11.50	0.61187	0.61187	16457.30	20304.30	20304.30	True
LW60	11.67	0.61867	0.61867	16457.30	20350.50	20350.50	True
LW60	11.83	0.62508	0.62508	16457.30	20394.00	20394.00	True
LW60	12.00	0.63106	0.63106	16457.30	20434.60	20434.60	True
LW60	12.17	0.63874	0.63874	16457.30	20486.80	20486.80	True
LW60	12.33	0.64348	0.64348	16457.30	20519.00	20519.00	True
LW60	12.50	0.65085	0.65085	16457.30	20569.00	20569.00	True
LW60	12.67	0.65640	0.65640	16457.30	20606.70	20606.70	True
LW60	12.83	0.66094	0.66094	16457.30	20637.55	20637.55	True
LW60	13.00	0.66750	0.66750	16457.30	20682.10	20682.10	True
LW60	13.17	0.67433	0.67433	16457.30	20728.50	20728.50	True
LW65	0.00	-1.00000	-1.00000	8513.20	5741.18	5741.18	True
LW65	0.17	-0.46124	-0.46124	8513.20	7140.40	7140.40	True
LW65	0.33	-0.19116	-0.19116	8513.20	7841.80	7841.80	True
LW65	0.50	-0.04558	-0.04558	8513.20	8219.90	8219.90	True
LW65	0.67	0.04749	0.04749	8513.20	8461.60	8461.60	True
LW65	0.83	0.09477	0.09477	8513.20	8584.40	8584.40	True
LW65	1.00	0.09448	0.09448	8513.20	8583.64	8583.64	True
LW65	1.17	0.08303	0.08303	8513.20	8553.90	8553.90	True
LW65	1.33	0.08029	0.08029	8513.20	8546.80	8546.80	True
LW65	1.50	0.07198	0.07198	8513.20	8525.20	8525.20	True
LW65	1.67	0.06643	0.06643	8513.20	8510.80	8510.80	True
LW65	1.83	0.06458	0.06458	8513.20	8506.00	8506.00	True
LW65	2.00	0.06828	0.06828	8513.20	8515.60	8515.60	True
LW65	2.17	0.07290	0.07290	8513.20	8527.60	8527.60	True
LW65	2.33	0.07383	0.07383	8513.20	8530.00	8530.00	True
LW65	2.50	0.08214	0.08214	8513.20	8551.60	8551.60	True
LW65	2.67	0.08572	0.08572	8513.20	8560.90	8560.90	True
LW65	2.83	0.09444	0.09444	8513.20	8583.55	8583.55	True
LW65	3.00	0.10201	0.10201	8513.20	8603.20	8603.20	True
LW65	3.17	0.11741	0.11741	8513.20	8643.20	8643.20	True
LW65	3.33	0.13474	0.13474	8513.20	8688.20	8688.20	True
LW65	3.50	0.16012	0.16012	8513.20	8754.10	8754.10	True
LW65	3.67	0.19296	0.19296	8513.20	8839.40	8839.40	True
LW65	3.83	0.23772	0.23772	8513.20	8955.64	8955.64	True
LW65	4.00	0.30643	0.30643	8513.20	9134.10	9134.10	True
LW65	4.17	0.37901	0.37901	8513.20	9322.60	9322.60	True
LW65	4.33	0.42707	0.42707	8513.20	9447.40	9447.40	True
LW65	4.50	0.44740	0.44740	8513.20	9500.20	9500.20	True
LW65	4.67	0.45664	0.45664	8513.20	9524.20	9524.20	True
LW65	4.83	0.45849	0.45849	8513.20	9529.00	9529.00	True
LW65	5.00	0.45849	0.45849	8513.20	9529.00	9529.00	True
LW65	5.17	0.46034	0.46034	8513.20	9533.80	9533.80	True
LW65	5.33	0.46311	0.46311	8513.20	9541.00	9541.00	True
LW65	5.50	0.46588	0.46588	8513.20	9548.20	9548.20	True
LW65	5.67	0.45941	0.45941	8513.20	9531.40	9531.40	True
LW65	5.83	0.45513	0.45513	8513.20	9520.27	9520.27	True
LW65	6.00	0.44925	0.44925	8513.20	9505.00	9505.00	True
LW65	6.17	0.44001	0.44001	8513.20	9481.00	9481.00	True
LW65	6.33	0.43446	0.43446	8513.20	9466.60	9466.60	True
LW65	6.50	0.42430	0.42430	8513.20	9440.20	9440.20	True
LW65	6.67	0.42245	0.42245	8513.20	9435.40	9435.40	True
LW65	6.83	0.42152	0.42152	8513.20	9433.00	9433.00	True
LW65	7.00	0.42245	0.42245	8513.20	9435.40	9435.40	True
LW65	7.17	0.42707	0.42707	8513.20	9447.40	9447.40	True
LW65	7.33	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	7.50	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	7.67	0.42984	0.42984	8513.20	9454.60	9454.60	True
LW65	7.83	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	8.00	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	8.17	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	8.33	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	8.50	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	8.67	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	8.83	0.42992	0.42992	8513.20	9454.82	9454.82	True
LW65	9.00	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	9.17	0.42707	0.42707	8513.20	9447.40	9447.40	True
LW65	9.33	0.42430	0.42430	8513.20	9440.20	9440.20	True
LW65	9.50	0.42245	0.42245	8513.20	9435.40	9435.40	True
LW65	9.67	0.42430	0.42430	8513.20	9440.20	9440.20	True
LW65	9.83	0.42656	0.42656	8513.20	9446.09	9446.09	True
LW65	10.00	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	10.17	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	10.33	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	10.50	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	10.67	0.43076	0.43076	8513.20	9457.00	9457.00	True
LW65	10.83	0.43160	0.43160	8513.20	9459.18	9459.18	True
LW65	11.00	0.43261	0.43261	8513.20	9461.80	9461.80	True
LW65	11.17	0.43631	0.43631	8513.20	9471.40	9471.40	True
LW65	11.33	0.43816	0.43816	8513.20	9476.20	9476.20	True
LW65	11.50	0.44001	0.44001	8513.20	9481.00	9481.00	True
LW65	11.67	0.44001	0.44001	8513.20	9481.00	9481.00	True
LW65	11.83	0.44001	0.44001	8513.20	9481.00	9481.00	True
LW65	12.00	0.44185	0.44185	8513.20	9485.80	9485.80	True
LW65	12.17	0.44832	0.44832	8513.20	9502.60	9502.60	True
LW65	12.33	0.44925	0.44925	8513.20	9505.00	9505.00	True
LW65	12.50	0.44925	0.44925	8513.20	9505.00	9505.00	True
LW65	12.67	0.45017	0.45017	8513.20	9507.40	9507.40	True
LW65	12.83	0.45093	0.45093	8513.20	9509.36	9509.36	True
LW65	13.00	0.45572	0.45572	8513.20	9521.80	9521.80	True
LW65	13.17	0.45756	0.45756	8513.20	9526.60	9526.60	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