2026-04-03 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: Chromobacterium violaceum
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Chromobacterium violaceum | Run: 2026-04-03 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	2026-04-03 inc5	Run date	2026-04-03
Media	LB	Incubator	inc5
Well file	2026-04-03 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 12472	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	4.93646	2.0-42.0 h
LW60	end_norm	0.19394	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.19394	2.0-42.0 h
LW60	max_norm	0.19394	2.0-42.0 h
LW60	min_norm	-0.00769	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	0.00455	2.0-42.0 h
LW61	auc_norm	18.81096	2.0-42.0 h
LW61	end_norm	0.57461	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.57461	2.0-42.0 h
LW61	max_norm	0.57461	2.0-42.0 h
LW61	min_norm	0.02168	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	0.00923	2.0-42.0 h
LW62	auc_norm	-4.77242	2.0-42.0 h
LW62	end_norm	-0.17471	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.18729	2.0-42.0 h
LW62	max_norm	0.01899	2.0-42.0 h
LW62	min_norm	-0.18729	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	-0.00351	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	0.09378	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.07842	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-3.88038	2.0-42.0 h
LW64	end_norm	-0.06861	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.16886	2.0-42.0 h
LW64	max_norm	0.05171	2.0-42.0 h
LW64	min_norm	-0.16886	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	-0.00061	2.0-42.0 h
LW65	auc_norm	0.78361	2.0-42.0 h
LW65	end_norm	0.03430	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.03430	2.0-42.0 h
LW65	max_norm	0.03430	2.0-42.0 h
LW65	min_norm	-0.01373	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	0.00083	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 528 source points

Control overlay: mean of 8 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	13333.50000	6.98212	Ready
LW65	5	6274.70182	13.93105	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	5231.72–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	5231.72–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	5231.72–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	5231.72–48539.60 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	-0.04074	-0.04074	13248.82	13228.91	13228.91	True
LW60	0.17	-0.01165	-0.01165	13248.82	13303.60	13303.60	True
LW60	0.33	-0.00058	-0.00058	13248.82	13332.00	13332.00	True
LW60	0.50	0.00234	0.00234	13248.82	13339.50	13339.50	True
LW60	0.67	0.00331	0.00331	13248.82	13342.00	13342.00	True
LW60	0.83	-0.00253	-0.00253	13248.82	13327.00	13327.00	True
LW60	1.00	-0.00253	-0.00253	13248.82	13327.00	13327.00	True
LW60	1.17	-0.00962	-0.00962	13248.82	13308.80	13308.80	True
LW60	1.33	-0.01468	-0.01468	13248.82	13295.80	13295.80	True
LW60	1.50	-0.02278	-0.02278	13248.82	13275.00	13275.00	True
LW60	1.67	-0.03252	-0.03252	13248.82	13250.00	13250.00	True
LW60	1.83	-0.03344	-0.03344	13248.82	13247.64	13247.64	True
LW60	2.00	-0.04062	-0.04062	13248.82	13229.20	13229.20	True
LW60	2.17	-0.04557	-0.04557	13248.82	13216.50	13216.50	True
LW60	2.33	-0.05239	-0.05239	13248.82	13199.00	13199.00	True
LW60	2.50	-0.05846	-0.05846	13248.82	13183.40	13183.40	True
LW60	2.67	-0.06150	-0.06150	13248.82	13175.60	13175.60	True
LW60	2.83	-0.06619	-0.06619	13248.82	13163.55	13163.55	True
LW60	3.00	-0.07163	-0.07163	13248.82	13149.60	13149.60	True
LW60	3.17	-0.07264	-0.07264	13248.82	13147.00	13147.00	True
LW60	3.33	-0.07264	-0.07264	13248.82	13147.00	13147.00	True
LW60	3.50	-0.07264	-0.07264	13248.82	13147.00	13147.00	True
LW60	3.67	-0.07264	-0.07264	13248.82	13147.00	13147.00	True
LW60	3.83	-0.07264	-0.07264	13248.82	13147.00	13147.00	True
LW60	4.00	-0.06555	-0.06555	13248.82	13165.20	13165.20	True
LW60	4.17	-0.06251	-0.06251	13248.82	13173.00	13173.00	True
LW60	4.33	-0.06049	-0.06049	13248.82	13178.20	13178.20	True
LW60	4.50	-0.06049	-0.06049	13248.82	13178.20	13178.20	True
LW60	4.67	-0.05239	-0.05239	13248.82	13199.00	13199.00	True
LW60	4.83	-0.05239	-0.05239	13248.82	13199.00	13199.00	True
LW60	5.00	-0.04261	-0.04261	13248.82	13224.10	13224.10	True
LW60	5.17	-0.02960	-0.02960	13248.82	13257.50	13257.50	True
LW60	5.33	-0.00666	-0.00666	13248.82	13316.40	13316.40	True
LW60	5.50	0.02037	0.02037	13248.82	13385.80	13385.80	True
LW60	5.67	0.05749	0.05749	13248.82	13481.10	13481.10	True
LW60	5.83	0.09395	0.09395	13248.82	13574.73	13574.73	True
LW60	6.00	0.11984	0.11984	13248.82	13641.20	13641.20	True
LW60	6.17	0.13799	0.13799	13248.82	13687.80	13687.80	True
LW60	6.33	0.15389	0.15389	13248.82	13728.60	13728.60	True
LW60	6.50	0.16604	0.16604	13248.82	13759.80	13759.80	True
LW60	6.67	0.17515	0.17515	13248.82	13783.20	13783.20	True
LW60	6.83	0.18647	0.18647	13248.82	13812.27	13812.27	True
LW60	7.00	0.19743	0.19743	13248.82	13840.40	13840.40	True
LW60	7.17	0.20958	0.20958	13248.82	13871.60	13871.60	True
LW60	7.33	0.22275	0.22275	13248.82	13905.40	13905.40	True
LW60	7.50	0.23287	0.23287	13248.82	13931.40	13931.40	True
LW60	7.67	0.24401	0.24401	13248.82	13960.00	13960.00	True
LW60	7.83	0.25460	0.25460	13248.82	13987.18	13987.18	True
LW60	8.00	0.26325	0.26325	13248.82	14009.40	14009.40	True
LW60	8.17	0.27439	0.27439	13248.82	14038.00	14038.00	True
LW60	8.33	0.28452	0.28452	13248.82	14064.00	14064.00	True
LW60	8.50	0.29566	0.29566	13248.82	14092.60	14092.60	True
LW60	8.67	0.30781	0.30781	13248.82	14123.80	14123.80	True
LW60	8.83	0.31996	0.31996	13248.82	14155.00	14155.00	True
LW60	9.00	0.33009	0.33009	13248.82	14181.00	14181.00	True
LW60	9.17	0.34325	0.34325	13248.82	14214.80	14214.80	True
LW60	9.33	0.35338	0.35338	13248.82	14240.80	14240.80	True
LW60	9.50	0.36452	0.36452	13248.82	14269.40	14269.40	True
LW60	9.67	0.37464	0.37464	13248.82	14295.40	14295.40	True
LW60	9.83	0.38624	0.38624	13248.82	14325.18	14325.18	True
LW60	10.00	0.39611	0.39611	13248.82	14350.50	14350.50	True
LW60	10.17	0.40339	0.40339	13248.82	14369.20	14369.20	True
LW60	10.33	0.41149	0.41149	13248.82	14390.00	14390.00	True
LW60	10.50	0.41554	0.41554	13248.82	14400.40	14400.40	True
LW60	10.67	0.42567	0.42567	13248.82	14426.40	14426.40	True
LW60	10.83	0.43543	0.43543	13248.82	14451.45	14451.45	True
LW60	11.00	0.44187	0.44187	13248.82	14468.00	14468.00	True
LW60	11.17	0.45133	0.45133	13248.82	14492.30	14492.30	True
LW60	11.33	0.46049	0.46049	13248.82	14515.80	14515.80	True
LW60	11.50	0.46758	0.46758	13248.82	14534.00	14534.00	True
LW60	11.67	0.47264	0.47264	13248.82	14547.00	14547.00	True
LW60	11.83	0.47724	0.47724	13248.82	14558.82	14558.82	True
LW60	12.00	0.48277	0.48277	13248.82	14573.00	14573.00	True
LW60	12.17	0.49013	0.49013	13248.82	14591.90	14591.90	True
LW60	12.33	0.49328	0.49328	13248.82	14600.00	14600.00	True
LW60	12.50	0.49429	0.49429	13248.82	14602.60	14602.60	True
LW60	12.67	0.49531	0.49531	13248.82	14605.20	14605.20	True
LW60	12.83	0.50341	0.50341	13248.82	14626.00	14626.00	True
LW60	13.00	0.50341	0.50341	13248.82	14626.00	14626.00	True
LW60	13.17	0.50645	0.50645	13248.82	14633.80	14633.80	True
LW65	0.00	-0.53351	-0.53351	6265.00	6156.64	6156.64	True
LW65	0.17	-0.25893	-0.25893	6265.00	6217.40	6217.40	True
LW65	0.33	-0.09535	-0.09535	6265.00	6253.60	6253.60	True
LW65	0.50	-0.02577	-0.02577	6265.00	6269.00	6269.00	True
LW65	0.67	0.02620	0.02620	6265.00	6280.50	6280.50	True
LW65	0.83	0.02620	0.02620	6265.00	6280.50	6280.50	True
LW65	1.00	0.06872	0.06872	6265.00	6289.91	6289.91	True
LW65	1.17	0.01581	0.01581	6265.00	6278.20	6278.20	True
LW65	1.33	-0.02577	-0.02577	6265.00	6269.00	6269.00	True
LW65	1.50	-0.02577	-0.02577	6265.00	6269.00	6269.00	True
LW65	1.67	-0.02577	-0.02577	6265.00	6269.00	6269.00	True
LW65	1.83	-0.06192	-0.06192	6265.00	6261.00	6261.00	True
LW65	2.00	-0.10530	-0.10530	6265.00	6251.40	6251.40	True
LW65	2.17	-0.12518	-0.12518	6265.00	6247.00	6247.00	True
LW65	2.33	-0.14597	-0.14597	6265.00	6242.40	6242.40	True
LW65	2.50	-0.18754	-0.18754	6265.00	6233.20	6233.20	True
LW65	2.67	-0.22911	-0.22911	6265.00	6224.00	6224.00	True
LW65	2.83	-0.22911	-0.22911	6265.00	6224.00	6224.00	True
LW65	3.00	-0.24899	-0.24899	6265.00	6219.60	6219.60	True
LW65	3.17	-0.31858	-0.31858	6265.00	6204.20	6204.20	True
LW65	3.33	-0.32852	-0.32852	6265.00	6202.00	6202.00	True
LW65	3.50	-0.32852	-0.32852	6265.00	6202.00	6202.00	True
LW65	3.67	-0.35970	-0.35970	6265.00	6195.10	6195.10	True
LW65	3.83	-0.42301	-0.42301	6265.00	6181.09	6181.09	True
LW65	4.00	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	4.17	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	4.33	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	4.50	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	4.67	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	4.83	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	5.00	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	5.17	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	5.33	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	5.50	-0.43246	-0.43246	6265.00	6179.00	6179.00	True
LW65	5.67	-0.39088	-0.39088	6265.00	6188.20	6188.20	True
LW65	5.83	-0.32852	-0.32852	6265.00	6202.00	6202.00	True
LW65	6.00	-0.27882	-0.27882	6265.00	6213.00	6213.00	True
LW65	6.17	-0.23905	-0.23905	6265.00	6221.80	6221.80	True
LW65	6.33	-0.22911	-0.22911	6265.00	6224.00	6224.00	True
LW65	6.50	-0.22911	-0.22911	6265.00	6224.00	6224.00	True
LW65	6.67	-0.22911	-0.22911	6265.00	6224.00	6224.00	True
LW65	6.83	-0.20077	-0.20077	6265.00	6230.27	6230.27	True
LW65	7.00	-0.17714	-0.17714	6265.00	6235.50	6235.50	True
LW65	7.17	-0.15636	-0.15636	6265.00	6240.10	6240.10	True
LW65	7.33	-0.12518	-0.12518	6265.00	6247.00	6247.00	True
LW65	7.50	-0.12518	-0.12518	6265.00	6247.00	6247.00	True
LW65	7.67	-0.06553	-0.06553	6265.00	6260.20	6260.20	True
LW65	7.83	-0.02577	-0.02577	6265.00	6269.00	6269.00	True
LW65	8.00	-0.02577	-0.02577	6265.00	6269.00	6269.00	True
LW65	8.17	0.01581	0.01581	6265.00	6278.20	6278.20	True
LW65	8.33	0.07817	0.07817	6265.00	6292.00	6292.00	True
LW65	8.50	0.08856	0.08856	6265.00	6294.30	6294.30	True
LW65	8.67	0.18210	0.18210	6265.00	6315.00	6315.00	True
LW65	8.83	0.18210	0.18210	6265.00	6315.00	6315.00	True
LW65	9.00	0.26163	0.26163	6265.00	6332.60	6332.60	True
LW65	9.17	0.28151	0.28151	6265.00	6337.00	6337.00	True
LW65	9.33	0.33348	0.33348	6265.00	6348.50	6348.50	True
LW65	9.50	0.38544	0.38544	6265.00	6360.00	6360.00	True
LW65	9.67	0.41527	0.41527	6265.00	6366.60	6366.60	True
LW65	9.83	0.48486	0.48486	6265.00	6382.00	6382.00	True
LW65	10.00	0.48486	0.48486	6265.00	6382.00	6382.00	True
LW65	10.17	0.49525	0.49525	6265.00	6384.30	6384.30	True
LW65	10.33	0.58879	0.58879	6265.00	6405.00	6405.00	True
LW65	10.50	0.58879	0.58879	6265.00	6405.00	6405.00	True
LW65	10.67	0.58879	0.58879	6265.00	6405.00	6405.00	True
LW65	10.83	0.58879	0.58879	6265.00	6405.00	6405.00	True
LW65	11.00	0.59918	0.59918	6265.00	6407.30	6407.30	True
LW65	11.17	0.66154	0.66154	6265.00	6421.10	6421.10	True
LW65	11.33	0.67194	0.67194	6265.00	6423.40	6423.40	True
LW65	11.50	0.68233	0.68233	6265.00	6425.70	6425.70	True
LW65	11.67	0.69272	0.69272	6265.00	6428.00	6428.00	True
LW65	11.83	0.69272	0.69272	6265.00	6428.00	6428.00	True
LW65	12.00	0.69272	0.69272	6265.00	6428.00	6428.00	True
LW65	12.17	0.69272	0.69272	6265.00	6428.00	6428.00	True
LW65	12.33	0.69272	0.69272	6265.00	6428.00	6428.00	True
LW65	12.50	0.69272	0.69272	6265.00	6428.00	6428.00	True
LW65	12.67	0.69272	0.69272	6265.00	6428.00	6428.00	True
LW65	12.83	0.69272	0.69272	6265.00	6428.00	6428.00	True
LW65	13.00	0.69272	0.69272	6265.00	6428.00	6428.00	True
LW65	13.17	0.69272	0.69272	6265.00	6428.00	6428.00	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