2026-07-09_Pa BAA-2108_ B1.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 ATCC BAA-2108
Dataset: AST-GENT-2026-07
Medium: TSB
Role: sample

View signal plots View calculation

Dataset: AST-GENT-2026-07 | Medium: TSB | Organism: Pseudomonas aeruginosa ATCC BAA-2108 | Run: gent_pa_baa2108_inc6 | 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	gent_pa_baa2108_inc6	Run date	2026-07-09
Media	TSB	Incubator	Inc 6
Well file	2026-07-09_Pa BAA-2108_ B1.xlsx	Well ID	B1
Sample role	sample	Sample status	ast_test_growth
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	Gentamicin; test; growth
Strain source	ATCC BAA-2108	Preprocessing	ast_mvoc_raw_xlsx_v1; source-sequence retained; one-minute preview only for high-cadence files
Baseline window	0-1 hours; normalization on demand	Feature window	not precomputed

View sensor and manufacturing details

Sensor and Manufacturing Provenance

Channel	Paper label	Manufacturer	Platform/version
LW60	Mapping not established	NanoBioFAB	NBF AST mVOC sensor array July 2026 source package
LW61	Mapping not established	NanoBioFAB	NBF AST mVOC sensor array July 2026 source package
LW62	Mapping not established	NanoBioFAB	NBF AST mVOC sensor array July 2026 source package
LW63	Mapping not established	NanoBioFAB	NBF AST mVOC sensor array July 2026 source package
LW64	Mapping not established	NanoBioFAB	NBF AST mVOC sensor array July 2026 source package
LW65	Mapping not established	NanoBioFAB	NBF AST mVOC sensor array July 2026 source package

View derived sensor features

Sensor Features

Sensor	Feature	Value	Window
No sensor features are available for this sample.

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

Imported baseline-normalized

Uses the baseline-normalized values imported with the source dataset. The source, statistic, and window controls do not alter this strategy. This policy applies to every public normalized view of AST-GENT-2026-07.

Use the normalized value supplied with the published dataset

Source: Clean signal · Calculated from 2560 source points

Control overlay: mean of 7 control samples matched from the same dataset batch. Dashed lines are controls; solid lines are this sample.

Review 16 normalization warnings

LW60: No imported baseline-normalized values.
LW65: No imported baseline-normalized values.
Control 2026-07-09_E.coli 25922 Gent_ C4.xlsx: LW60: No imported baseline-normalized values.
Control 2026-07-09_E.coli 25922 Gent_ C4.xlsx: LW65: No imported baseline-normalized values.
Control 2026-07-08_E.coli BAA196 Gent _ A1.xlsx: LW60: No imported baseline-normalized values.
Control 2026-07-08_E.coli BAA196 Gent _ A1.xlsx: LW65: No imported baseline-normalized values.
Control 2026-07-08_E.coli BAA196 Gent_C4.xlsx: LW60: No imported baseline-normalized values.
Control 2026-07-08_E.coli BAA196 Gent_C4.xlsx: LW65: No imported baseline-normalized values.
Control 2026-07-09_Pa 27853 Gent _ A1.xlsx: LW60: No imported baseline-normalized values.
Control 2026-07-09_Pa 27853 Gent _ A1.xlsx: LW65: No imported baseline-normalized values.
Control 2026-07-09_Pa 27853 Gent _C4.xlsx: LW60: No imported baseline-normalized values.
Control 2026-07-09_Pa 27853 Gent _C4.xlsx: LW65: No imported baseline-normalized values.
Control 2026-07-09_Sa 252 Gent_ A4.xlsx: LW60: No imported baseline-normalized values.
Control 2026-07-09_Sa 252 Gent_ A4.xlsx: LW65: No imported baseline-normalized values.
Control 2026-07-09_Sa 252 Gent_ C4.xlsx: LW60: No imported baseline-normalized values.
Control 2026-07-09_Sa 252 Gent_ C4.xlsx: LW65: No imported baseline-normalized values.

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	0.00–20.98 h	3763.00–57529.00 Ω
LW65	5 1 1 1 sample dash pattern	0.00–20.98 h	3763.00–57529.00 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–20.98 h	3763.00–57529.00 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–20.98 h	3763.00–57529.00 Ω

Configured Normalized Time-Series Plot

No normalized plot

No plottable rows match the selected sensors and normalization settings.

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	Raw	Baseline valid
LW60	0.00	8245.00	False
LW60	0.02	8248.00	False
LW60	0.03	8248.00	False
LW60	0.05	8248.00	False
LW60	0.07	8248.00	False
LW60	0.08	8252.00	False
LW60	0.10	8248.00	False
LW60	0.11	8248.00	False
LW60	0.13	8252.00	False
LW60	0.15	8248.00	False
LW60	0.16	8252.00	False
LW60	0.18	8245.00	False
LW60	0.20	8245.00	False
LW60	0.21	8245.00	False
LW60	0.23	8294.00	False
LW60	0.25	8294.00	False
LW60	0.26	8294.00	False
LW60	0.28	8294.00	False
LW60	0.30	8291.00	False
LW60	0.31	8340.00	False
LW60	0.33	8336.00	False
LW60	0.34	8336.00	False
LW60	0.36	8340.00	False
LW60	0.38	8386.00	False
LW60	0.39	8386.00	False
LW60	0.41	8389.00	False
LW60	0.43	8382.00	False
LW60	0.44	8389.00	False
LW60	0.46	8389.00	False
LW60	0.48	8432.00	False
LW60	0.49	8432.00	False
LW60	0.51	8432.00	False
LW60	0.52	8432.00	False
LW60	0.54	8435.00	False
LW60	0.56	8432.00	False
LW60	0.57	8435.00	False
LW60	0.59	8474.00	False
LW60	0.61	8478.00	False
LW60	0.62	8470.00	False
LW60	0.64	8478.00	False
LW60	0.66	8474.00	False
LW60	0.67	8478.00	False
LW60	0.69	8478.00	False
LW60	0.70	8481.00	False
LW60	0.72	8524.00	False
LW60	0.74	8524.00	False
LW60	0.75	8524.00	False
LW60	0.77	8524.00	False
LW60	0.79	8531.00	False
LW60	0.80	8524.00	False
LW60	0.82	8524.00	False
LW60	0.84	8524.00	False
LW60	0.85	8524.00	False
LW60	0.87	8524.00	False
LW60	0.89	8570.00	False
LW60	0.90	8573.00	False
LW60	0.92	8570.00	False
LW60	0.93	8570.00	False
LW60	0.95	8570.00	False
LW60	0.97	8570.00	False
LW60	0.98	8570.00	False
LW60	1.00	8573.00	False
LW60	1.02	8570.00	False
LW60	1.03	8573.00	False
LW60	1.05	8570.00	False
LW60	1.07	8570.00	False
LW60	1.08	8562.00	False
LW60	1.10	8570.00	False
LW60	1.11	8573.00	False
LW60	1.13	8570.00	False
LW60	1.15	8616.00	False
LW60	1.16	8616.00	False
LW60	1.18	8616.00	False
LW60	1.20	8616.00	False
LW60	1.21	8616.00	False
LW60	1.23	8616.00	False
LW60	1.25	8608.00	False
LW60	1.26	8616.00	False
LW60	1.28	8619.00	False
LW60	1.29	8612.00	False
LW65	0.00	13174.00	False
LW65	0.02	13180.00	False
LW65	0.03	13180.00	False
LW65	0.05	13180.00	False
LW65	0.07	13180.00	False
LW65	0.08	13235.00	False
LW65	0.10	13230.00	False
LW65	0.11	13280.00	False
LW65	0.13	13286.00	False
LW65	0.15	13330.00	False
LW65	0.16	13336.00	False
LW65	0.18	13324.00	False
LW65	0.20	13374.00	False
LW65	0.21	13374.00	False
LW65	0.23	13430.00	False
LW65	0.25	13481.00	False
LW65	0.26	13531.00	False
LW65	0.28	13581.00	False
LW65	0.30	13575.00	False
LW65	0.31	13581.00	False
LW65	0.33	13676.00	False
LW65	0.34	13676.00	False
LW65	0.36	13783.00	False
LW65	0.38	13783.00	False
LW65	0.39	13783.00	False
LW65	0.41	13840.00	False
LW65	0.43	13828.00	False
LW65	0.44	13891.00	False
LW65	0.46	13891.00	False
LW65	0.48	13935.00	False
LW65	0.49	13986.00	False
LW65	0.51	13986.00	False
LW65	0.52	14037.00	False
LW65	0.54	14043.00	False
LW65	0.56	14037.00	False
LW65	0.57	14094.00	False
LW65	0.59	14081.00	False
LW65	0.61	14139.00	False
LW65	0.62	14177.00	False
LW65	0.64	14190.00	False
LW65	0.66	14234.00	False
LW65	0.67	14241.00	False
LW65	0.69	14292.00	False
LW65	0.70	14298.00	False
LW65	0.72	14343.00	False
LW65	0.74	14343.00	False
LW65	0.75	14343.00	False
LW65	0.77	14394.00	False
LW65	0.79	14407.00	False
LW65	0.80	14394.00	False
LW65	0.82	14445.00	False
LW65	0.84	14445.00	False
LW65	0.85	14496.00	False
LW65	0.87	14496.00	False
LW65	0.89	14496.00	False
LW65	0.90	14554.00	False
LW65	0.92	14547.00	False
LW65	0.93	14547.00	False
LW65	0.95	14547.00	False
LW65	0.97	14599.00	False
LW65	0.98	14599.00	False
LW65	1.00	14657.00	False
LW65	1.02	14650.00	False
LW65	1.03	14657.00	False
LW65	1.05	14650.00	False
LW65	1.07	14650.00	False
LW65	1.08	14637.00	False
LW65	1.10	14701.00	False
LW65	1.11	14708.00	False
LW65	1.13	14753.00	False
LW65	1.15	14753.00	False
LW65	1.16	14804.00	False
LW65	1.18	14753.00	False
LW65	1.20	14804.00	False
LW65	1.21	14804.00	False
LW65	1.23	14856.00	False
LW65	1.25	14843.00	False
LW65	1.26	14856.00	False
LW65	1.28	14863.00	False
LW65	1.29	14901.00	False

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

Imported baseline-normalized

Channels

Control display

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

No normalized plot

Selected-Sensor Time-Series Preview