2026-04-06 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: Achromobacter xylosoxidans
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Achromobacter xylosoxidans | Run: 2026-04-06 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	2026-04-06 inc4	Run date	2026-04-06
Media	LB	Incubator	inc4
Well file	2026-04-06 A3.xlsx	Well ID	A3
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 27061	Preprocessing	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	3.63379	2.0-42.0 h
LW60	end_norm	0.20933	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.20933	2.0-42.0 h
LW60	max_norm	0.20933	2.0-42.0 h
LW60	min_norm	-0.01869	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	0.00686	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	0.13376	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00338	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	0.06498	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.02110	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	0.33080	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	2.29372	2.0-42.0 h
LW65	end_norm	0.10341	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.10341	2.0-42.0 h
LW65	max_norm	0.10341	2.0-42.0 h
LW65	min_norm	-0.01804	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	0.00290	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 LB-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 808 source points

Control overlay: mean of 1 control sample matched from the same experimental run. 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	26388.90909	288.46292	Ready
LW65	5	8143.15273	205.39329	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	0.00–67.83 h	4692.18–49051.00 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4692.18–49051.00 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4692.18–49051.00 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4692.18–49051.00 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	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 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	-0.43873	-0.43873	26425.05	23621.82	23621.82	True
LW60	0.17	-0.16008	-0.16008	26425.05	25379.30	25379.30	True
LW60	0.33	-0.07252	-0.07252	26425.05	25931.50	25931.50	True
LW60	0.50	-0.01452	-0.01452	26425.05	26297.30	26297.30	True
LW60	0.67	0.01387	0.01387	26425.05	26476.40	26476.40	True
LW60	0.83	0.03292	0.03292	26425.05	26596.55	26596.55	True
LW60	1.00	0.04025	0.04025	26425.05	26642.80	26642.80	True
LW60	1.17	0.04025	0.04025	26425.05	26642.80	26642.80	True
LW60	1.33	0.03163	0.03163	26425.05	26588.40	26588.40	True
LW60	1.50	0.02199	0.02199	26425.05	26527.60	26527.60	True
LW60	1.67	0.01083	0.01083	26425.05	26457.20	26457.20	True
LW60	1.83	0.00063	0.00063	26425.05	26392.91	26392.91	True
LW60	2.00	-0.00896	-0.00896	26425.05	26332.40	26332.40	True
LW60	2.17	-0.01695	-0.01695	26425.05	26282.00	26282.00	True
LW60	3.00	-0.07257	-0.07257	26425.05	25931.20	25931.20	True
LW60	3.17	-0.06953	-0.06953	26425.05	25950.40	25950.40	True
LW60	3.33	-0.04080	-0.04080	26425.05	26131.60	26131.60	True
LW60	3.50	-0.01911	-0.01911	26425.05	26268.40	26268.40	True
LW60	3.67	-0.00628	-0.00628	26425.05	26349.27	26349.27	True
LW60	3.83	0.00474	0.00474	26425.05	26418.80	26418.80	True
LW60	4.00	0.01286	0.01286	26425.05	26470.00	26470.00	True
LW60	4.17	0.01793	0.01793	26425.05	26502.00	26502.00	True
LW60	4.33	0.02047	0.02047	26425.05	26518.00	26518.00	True
LW60	4.50	0.02097	0.02097	26425.05	26521.20	26521.20	True
LW60	4.67	0.02508	0.02508	26425.05	26547.09	26547.09	True
LW60	4.83	0.02859	0.02859	26425.05	26569.20	26569.20	True
LW60	5.00	0.02808	0.02808	26425.05	26566.00	26566.00	True
LW60	5.17	0.02605	0.02605	26425.05	26553.20	26553.20	True
LW60	5.33	0.02706	0.02706	26425.05	26559.60	26559.60	True
LW60	5.50	0.02706	0.02706	26425.05	26559.60	26559.60	True
LW60	5.67	0.02462	0.02462	26425.05	26544.18	26544.18	True
LW60	5.83	0.02960	0.02960	26425.05	26575.60	26575.60	True
LW60	6.00	0.03061	0.03061	26425.05	26582.00	26582.00	True
LW60	6.17	0.02757	0.02757	26425.05	26562.80	26562.80	True
LW60	6.33	0.02047	0.02047	26425.05	26518.00	26518.00	True
LW60	6.50	0.02097	0.02097	26425.05	26521.20	26521.20	True
LW60	6.67	0.02231	0.02231	26425.05	26529.64	26529.64	True
LW60	6.83	0.02503	0.02503	26425.05	26546.80	26546.80	True
LW60	7.00	0.02960	0.02960	26425.05	26575.60	26575.60	True
LW60	7.17	0.02859	0.02859	26425.05	26569.20	26569.20	True
LW60	7.33	0.02503	0.02503	26425.05	26546.80	26546.80	True
LW60	7.50	0.02416	0.02416	26425.05	26541.27	26541.27	True
LW60	7.67	0.02047	0.02047	26425.05	26518.00	26518.00	True
LW60	7.83	0.02047	0.02047	26425.05	26518.00	26518.00	True
LW60	8.00	0.01844	0.01844	26425.05	26505.20	26505.20	True
LW60	8.17	0.01590	0.01590	26425.05	26489.20	26489.20	True
LW60	8.33	0.01336	0.01336	26425.05	26473.20	26473.20	True
LW60	8.50	0.01032	0.01032	26425.05	26454.00	26454.00	True
LW60	8.67	0.00829	0.00829	26425.05	26441.20	26441.20	True
LW60	8.83	0.00525	0.00525	26425.05	26422.00	26422.00	True
LW60	9.00	0.00372	0.00372	26425.05	26412.40	26412.40	True
LW60	9.17	0.00170	0.00170	26425.05	26399.60	26399.60	True
LW60	9.33	0.00017	0.00017	26425.05	26390.00	26390.00	True
LW60	9.50	0.00017	0.00017	26425.05	26390.00	26390.00	True
LW60	9.67	-0.00084	-0.00084	26425.05	26383.60	26383.60	True
LW60	9.83	-0.00389	-0.00389	26425.05	26364.40	26364.40	True
LW60	10.00	-0.00338	-0.00338	26425.05	26367.60	26367.60	True
LW60	10.17	-0.00490	-0.00490	26425.05	26358.00	26358.00	True
LW60	10.33	-0.00287	-0.00287	26425.05	26370.80	26370.80	True
LW60	10.50	-0.00444	-0.00444	26425.05	26360.91	26360.91	True
LW60	10.67	-0.00490	-0.00490	26425.05	26358.00	26358.00	True
LW60	10.83	-0.00490	-0.00490	26425.05	26358.00	26358.00	True
LW60	11.00	-0.00490	-0.00490	26425.05	26358.00	26358.00	True
LW60	11.17	-0.00490	-0.00490	26425.05	26358.00	26358.00	True
LW60	11.33	-0.00490	-0.00490	26425.05	26358.00	26358.00	True
LW60	11.50	-0.00675	-0.00675	26425.05	26346.36	26346.36	True
LW60	11.67	-0.00896	-0.00896	26425.05	26332.40	26332.40	True
LW60	11.83	-0.00997	-0.00997	26425.05	26326.00	26326.00	True
LW60	12.00	-0.01048	-0.01048	26425.05	26322.80	26322.80	True
LW60	12.17	-0.01200	-0.01200	26425.05	26313.20	26313.20	True
LW60	12.33	-0.00794	-0.00794	26425.05	26338.80	26338.80	True
LW60	12.50	-0.00490	-0.00490	26425.05	26358.00	26358.00	True
LW60	12.67	-0.00439	-0.00439	26425.05	26361.20	26361.20	True
LW60	12.83	-0.00135	-0.00135	26425.05	26380.40	26380.40	True
LW60	13.00	-0.00186	-0.00186	26425.05	26377.20	26377.20	True
LW60	13.17	-0.00033	-0.00033	26425.05	26386.80	26386.80	True
LW60	13.33	0.00017	0.00017	26425.05	26390.00	26390.00	True
LW60	13.50	0.00386	0.00386	26425.05	26413.27	26413.27	True
LW60	13.67	0.00677	0.00677	26425.05	26431.60	26431.60	True
LW60	13.83	0.01032	0.01032	26425.05	26454.00	26454.00	True
LW65	0.00	-1.00000	-1.00000	8390.15	6600.45	6600.45	True
LW65	0.17	-0.42961	-0.42961	8390.15	7480.40	7480.40	True
LW65	0.33	-0.19528	-0.19528	8390.15	7841.90	7841.90	True
LW65	0.50	-0.06233	-0.06233	8390.15	8047.00	8047.00	True
LW65	0.67	0.02401	0.02401	8390.15	8180.20	8180.20	True
LW65	0.83	0.09413	0.09413	8390.15	8288.36	8288.36	True
LW65	1.00	0.13946	0.13946	8390.15	8358.30	8358.30	True
LW65	1.17	0.15469	0.15469	8390.15	8381.80	8381.80	True
LW65	1.33	0.16383	0.16383	8390.15	8395.90	8395.90	True
LW65	1.50	0.16383	0.16383	8390.15	8395.90	8395.90	True
LW65	1.67	0.16085	0.16085	8390.15	8391.30	8391.30	True
LW65	1.83	0.15936	0.15936	8390.15	8389.00	8389.00	True
LW65	2.00	0.15936	0.15936	8390.15	8389.00	8389.00	True
LW65	2.17	0.15353	0.15353	8390.15	8380.00	8380.00	True
LW65	3.00	0.06200	0.06200	8390.15	8238.80	8238.80	True
LW65	3.17	0.07555	0.07555	8390.15	8259.70	8259.70	True
LW65	3.33	0.12721	0.12721	8390.15	8339.40	8339.40	True
LW65	3.50	0.16228	0.16228	8390.15	8393.50	8393.50	True
LW65	3.67	0.18700	0.18700	8390.15	8431.64	8431.64	True
LW65	3.83	0.20176	0.20176	8390.15	8454.40	8454.40	True
LW65	4.00	0.21096	0.21096	8390.15	8468.60	8468.60	True
LW65	4.17	0.22477	0.22477	8390.15	8489.90	8489.90	True
LW65	4.33	0.23520	0.23520	8390.15	8506.00	8506.00	True
LW65	4.50	0.23676	0.23676	8390.15	8508.40	8508.40	True
LW65	4.67	0.24510	0.24510	8390.15	8521.27	8521.27	True
LW65	4.83	0.26009	0.26009	8390.15	8544.40	8544.40	True
LW65	5.00	0.25387	0.25387	8390.15	8534.80	8534.80	True
LW65	5.17	0.25076	0.25076	8390.15	8530.00	8530.00	True
LW65	5.33	0.25076	0.25076	8390.15	8530.00	8530.00	True
LW65	5.50	0.25076	0.25076	8390.15	8530.00	8530.00	True
LW65	5.67	0.25217	0.25217	8390.15	8532.18	8532.18	True
LW65	5.83	0.24920	0.24920	8390.15	8527.60	8527.60	True
LW65	6.00	0.25232	0.25232	8390.15	8532.40	8532.40	True
LW65	6.17	0.25232	0.25232	8390.15	8532.40	8532.40	True
LW65	6.33	0.25854	0.25854	8390.15	8542.00	8542.00	True
LW65	6.50	0.25854	0.25854	8390.15	8542.00	8542.00	True
LW65	6.67	0.26066	0.26066	8390.15	8545.27	8545.27	True
LW65	6.83	0.26476	0.26476	8390.15	8551.60	8551.60	True
LW65	7.00	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	7.17	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	7.33	0.26930	0.26930	8390.15	8558.60	8558.60	True
LW65	7.50	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	7.67	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	7.83	0.26781	0.26781	8390.15	8556.30	8556.30	True
LW65	8.00	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	8.17	0.26781	0.26781	8390.15	8556.30	8556.30	True
LW65	8.33	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	8.50	0.26349	0.26349	8390.15	8549.64	8549.64	True
LW65	8.67	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	8.83	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	9.00	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	9.17	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	9.33	0.26476	0.26476	8390.15	8551.60	8551.60	True
LW65	9.50	0.26207	0.26207	8390.15	8547.45	8547.45	True
LW65	9.67	0.25232	0.25232	8390.15	8532.40	8532.40	True
LW65	9.83	0.25854	0.25854	8390.15	8542.00	8542.00	True
LW65	10.00	0.26476	0.26476	8390.15	8551.60	8551.60	True
LW65	10.17	0.26476	0.26476	8390.15	8551.60	8551.60	True
LW65	10.33	0.26165	0.26165	8390.15	8546.80	8546.80	True
LW65	10.50	0.25925	0.25925	8390.15	8543.09	8543.09	True
LW65	10.67	0.25387	0.25387	8390.15	8534.80	8534.80	True
LW65	10.83	0.25232	0.25232	8390.15	8532.40	8532.40	True
LW65	11.00	0.25076	0.25076	8390.15	8530.00	8530.00	True
LW65	11.17	0.25543	0.25543	8390.15	8537.20	8537.20	True
LW65	11.33	0.25232	0.25232	8390.15	8532.40	8532.40	True
LW65	11.50	0.25217	0.25217	8390.15	8532.18	8532.18	True
LW65	11.67	0.25232	0.25232	8390.15	8532.40	8532.40	True
LW65	11.83	0.25232	0.25232	8390.15	8532.40	8532.40	True
LW65	12.00	0.25387	0.25387	8390.15	8534.80	8534.80	True
LW65	12.17	0.25698	0.25698	8390.15	8539.60	8539.60	True
LW65	12.33	0.25543	0.25543	8390.15	8537.20	8537.20	True
LW65	12.50	0.26066	0.26066	8390.15	8545.27	8545.27	True
LW65	12.67	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	12.83	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	13.00	0.26781	0.26781	8390.15	8556.30	8556.30	True
LW65	13.17	0.26632	0.26632	8390.15	8554.00	8554.00	True
LW65	13.33	0.26781	0.26781	8390.15	8556.30	8556.30	True
LW65	13.50	0.27174	0.27174	8390.15	8562.36	8562.36	True
LW65	13.67	0.27974	0.27974	8390.15	8574.70	8574.70	True
LW65	13.83	0.28123	0.28123	8390.15	8577.00	8577.00	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