2026-04-20 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: Staphylococcus aureus
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus | Run: 2026-04-20 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	2026-04-20 inc5	Run date	2026-04-20
Media	FB	Incubator	inc5
Well file	2026-04-20 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	3.63856	2.0-42.0 h
LW60	end_norm	0.18864	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.18864	2.0-42.0 h
LW60	max_norm	0.18864	2.0-42.0 h
LW60	min_norm	-0.00175	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	0.00501	2.0-42.0 h
LW61	auc_norm	30.54703	2.0-42.0 h
LW61	end_norm	1.94777	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	1.94777	2.0-42.0 h
LW61	max_norm	1.94777	2.0-42.0 h
LW61	min_norm	0.01445	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	0.04611	2.0-42.0 h
LW62	auc_norm	-2.63071	2.0-42.0 h
LW62	end_norm	-0.08789	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.09628	2.0-42.0 h
LW62	max_norm	0.00415	2.0-42.0 h
LW62	min_norm	-0.09628	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	-0.00171	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	0.51950	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.43776	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	3.26125	2.0-42.0 h
LW65	end_norm	0.13368	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.13368	2.0-42.0 h
LW65	max_norm	0.13368	2.0-42.0 h
LW65	min_norm	0.00314	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	0.00340	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 808 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	15808.66000	313.46079	Ready
LW65	5	8160.76727	147.02782	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	0.00–67.17 h	6183.09–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	6183.09–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	6183.09–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	6183.09–49923.62 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	0.00–67.17 h	-1.00000–0.96695 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-1.00000–0.96695 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-1.00000–0.96695 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	-1.00000–0.96695 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	-1.00000	-1.00000	16212.85	10603.64	10603.64	True
LW60	0.17	-0.21746	-0.21746	16212.85	14676.80	14676.80	True
LW60	0.33	-0.08904	-0.08904	16212.85	15345.20	15345.20	True
LW60	0.50	-0.02858	-0.02858	16212.85	15659.90	15659.90	True
LW60	0.67	0.01263	0.01263	16212.85	15874.40	15874.40	True
LW60	0.83	0.04575	0.04575	16212.85	16046.80	16046.80	True
LW60	1.00	0.05924	0.05924	16212.85	16117.00	16117.00	True
LW60	1.17	0.06028	0.06028	16212.85	16122.40	16122.40	True
LW60	1.33	0.06443	0.06443	16212.85	16144.00	16144.00	True
LW60	1.50	0.07169	0.07169	16212.85	16181.80	16181.80	True
LW60	1.67	0.07532	0.07532	16212.85	16200.70	16200.70	True
LW60	1.83	0.07999	0.07999	16212.85	16225.00	16225.00	True
LW60	2.00	0.08206	0.08206	16212.85	16235.80	16235.80	True
LW60	2.17	0.08414	0.08414	16212.85	16246.60	16246.60	True
LW60	2.33	0.08518	0.08518	16212.85	16252.00	16252.00	True
LW60	2.50	0.08518	0.08518	16212.85	16252.00	16252.00	True
LW60	2.67	0.08518	0.08518	16212.85	16252.00	16252.00	True
LW60	2.83	0.08518	0.08518	16212.85	16252.00	16252.00	True
LW60	3.00	0.08466	0.08466	16212.85	16249.30	16249.30	True
LW60	3.17	0.08466	0.08466	16212.85	16249.30	16249.30	True
LW60	3.33	0.08518	0.08518	16212.85	16252.00	16252.00	True
LW60	3.50	0.08518	0.08518	16212.85	16252.00	16252.00	True
LW60	3.67	0.08466	0.08466	16212.85	16249.30	16249.30	True
LW60	3.83	0.08093	0.08093	16212.85	16229.91	16229.91	True
LW60	4.00	0.07999	0.07999	16212.85	16225.00	16225.00	True
LW60	4.17	0.07999	0.07999	16212.85	16225.00	16225.00	True
LW60	4.33	0.07999	0.07999	16212.85	16225.00	16225.00	True
LW60	4.50	0.07947	0.07947	16212.85	16222.30	16222.30	True
LW60	4.67	0.07791	0.07791	16212.85	16214.20	16214.20	True
LW60	4.83	0.07574	0.07574	16212.85	16202.91	16202.91	True
LW60	5.00	0.07480	0.07480	16212.85	16198.00	16198.00	True
LW60	5.17	0.07376	0.07376	16212.85	16192.60	16192.60	True
LW60	5.33	0.07480	0.07480	16212.85	16198.00	16198.00	True
LW60	5.50	0.07428	0.07428	16212.85	16195.30	16195.30	True
LW60	5.67	0.07428	0.07428	16212.85	16195.30	16195.30	True
LW60	5.83	0.07433	0.07433	16212.85	16195.55	16195.55	True
LW60	6.00	0.07376	0.07376	16212.85	16192.60	16192.60	True
LW60	6.17	0.07221	0.07221	16212.85	16184.50	16184.50	True
LW60	6.33	0.07273	0.07273	16212.85	16187.20	16187.20	True
LW60	6.50	0.07428	0.07428	16212.85	16195.30	16195.30	True
LW60	6.67	0.07480	0.07480	16212.85	16198.00	16198.00	True
LW60	6.83	0.07480	0.07480	16212.85	16198.00	16198.00	True
LW60	7.00	0.07636	0.07636	16212.85	16206.10	16206.10	True
LW60	7.17	0.07999	0.07999	16212.85	16225.00	16225.00	True
LW60	7.33	0.08103	0.08103	16212.85	16230.40	16230.40	True
LW60	7.50	0.08518	0.08518	16212.85	16252.00	16252.00	True
LW60	7.67	0.08984	0.08984	16212.85	16276.30	16276.30	True
LW60	7.83	0.09508	0.09508	16212.85	16303.55	16303.55	True
LW60	8.00	0.09970	0.09970	16212.85	16327.60	16327.60	True
LW60	8.17	0.10489	0.10489	16212.85	16354.60	16354.60	True
LW60	8.33	0.11163	0.11163	16212.85	16389.70	16389.70	True
LW60	8.50	0.11682	0.11682	16212.85	16416.70	16416.70	True
LW60	8.67	0.12252	0.12252	16212.85	16446.40	16446.40	True
LW60	8.83	0.12809	0.12809	16212.85	16475.36	16475.36	True
LW60	9.00	0.13238	0.13238	16212.85	16497.70	16497.70	True
LW60	9.17	0.13601	0.13601	16212.85	16516.60	16516.60	True
LW60	9.33	0.14189	0.14189	16212.85	16547.20	16547.20	True
LW60	9.50	0.14554	0.14554	16212.85	16566.20	16566.20	True
LW60	9.67	0.15125	0.15125	16212.85	16595.90	16595.90	True
LW60	9.83	0.15705	0.15705	16212.85	16626.09	16626.09	True
LW60	10.00	0.16266	0.16266	16212.85	16655.30	16655.30	True
LW60	10.17	0.16802	0.16802	16212.85	16683.20	16683.20	True
LW60	10.33	0.17167	0.17167	16212.85	16702.20	16702.20	True
LW60	10.50	0.17582	0.17582	16212.85	16723.80	16723.80	True
LW60	10.67	0.18049	0.18049	16212.85	16748.10	16748.10	True
LW60	10.83	0.18412	0.18412	16212.85	16767.00	16767.00	True
LW60	11.00	0.19002	0.19002	16212.85	16797.70	16797.70	True
LW60	11.17	0.19468	0.19468	16212.85	16822.00	16822.00	True
LW60	11.33	0.19987	0.19987	16212.85	16849.00	16849.00	True
LW60	11.50	0.20364	0.20364	16212.85	16868.60	16868.60	True
LW60	11.67	0.20940	0.20940	16212.85	16898.60	16898.60	True
LW60	11.83	0.21044	0.21044	16212.85	16904.00	16904.00	True
LW60	12.00	0.21563	0.21563	16212.85	16931.00	16931.00	True
LW60	12.17	0.21939	0.21939	16212.85	16950.60	16950.60	True
LW60	12.33	0.22360	0.22360	16212.85	16972.50	16972.50	True
LW60	12.50	0.22619	0.22619	16212.85	16986.00	16986.00	True
LW60	12.67	0.23086	0.23086	16212.85	17010.30	17010.30	True
LW60	12.83	0.23431	0.23431	16212.85	17028.27	17028.27	True
LW60	13.00	0.23883	0.23883	16212.85	17051.80	17051.80	True
LW60	13.17	0.24195	0.24195	16212.85	17068.00	17068.00	True
LW65	0.00	-1.00000	-1.00000	8409.58	6183.09	6183.09	True
LW65	0.17	-0.26449	-0.26449	8409.58	7637.70	7637.70	True
LW65	0.33	-0.10824	-0.10824	8409.58	7946.70	7946.70	True
LW65	0.50	-0.03629	-0.03629	8409.58	8089.00	8089.00	True
LW65	0.67	0.01215	0.01215	8409.58	8184.80	8184.80	True
LW65	0.83	0.05710	0.05710	8409.58	8273.70	8273.70	True
LW65	1.00	0.07527	0.07527	8409.58	8309.64	8309.64	True
LW65	1.17	0.08921	0.08921	8409.58	8337.20	8337.20	True
LW65	1.33	0.09745	0.09745	8409.58	8353.50	8353.50	True
LW65	1.50	0.11176	0.11176	8409.58	8381.80	8381.80	True
LW65	1.67	0.12238	0.12238	8409.58	8402.80	8402.80	True
LW65	1.83	0.12924	0.12924	8409.58	8416.36	8416.36	True
LW65	2.00	0.13917	0.13917	8409.58	8436.00	8436.00	True
LW65	2.17	0.14266	0.14266	8409.58	8442.90	8442.90	True
LW65	2.33	0.14615	0.14615	8409.58	8449.80	8449.80	True
LW65	2.50	0.15080	0.15080	8409.58	8459.00	8459.00	True
LW65	2.67	0.15323	0.15323	8409.58	8463.80	8463.80	True
LW65	2.83	0.15411	0.15411	8409.58	8465.55	8465.55	True
LW65	3.00	0.15323	0.15323	8409.58	8463.80	8463.80	True
LW65	3.17	0.15201	0.15201	8409.58	8461.40	8461.40	True
LW65	3.33	0.16172	0.16172	8409.58	8480.60	8480.60	True
LW65	3.50	0.16294	0.16294	8409.58	8483.00	8483.00	True
LW65	3.67	0.16172	0.16172	8409.58	8480.60	8480.60	True
LW65	3.83	0.16294	0.16294	8409.58	8483.00	8483.00	True
LW65	4.00	0.16642	0.16642	8409.58	8489.90	8489.90	True
LW65	4.17	0.16294	0.16294	8409.58	8483.00	8483.00	True
LW65	4.33	0.16294	0.16294	8409.58	8483.00	8483.00	True
LW65	4.50	0.16410	0.16410	8409.58	8485.30	8485.30	True
LW65	4.67	0.16294	0.16294	8409.58	8483.00	8483.00	True
LW65	4.83	0.16505	0.16505	8409.58	8487.18	8487.18	True
LW65	5.00	0.16759	0.16759	8409.58	8492.20	8492.20	True
LW65	5.17	0.16642	0.16642	8409.58	8489.90	8489.90	True
LW65	5.33	0.16875	0.16875	8409.58	8494.50	8494.50	True
LW65	5.50	0.16526	0.16526	8409.58	8487.60	8487.60	True
LW65	5.67	0.16875	0.16875	8409.58	8494.50	8494.50	True
LW65	5.83	0.16928	0.16928	8409.58	8495.55	8495.55	True
LW65	6.00	0.17108	0.17108	8409.58	8499.10	8499.10	True
LW65	6.17	0.16991	0.16991	8409.58	8496.80	8496.80	True
LW65	6.33	0.17108	0.17108	8409.58	8499.10	8499.10	True
LW65	6.50	0.16875	0.16875	8409.58	8494.50	8494.50	True
LW65	6.67	0.16991	0.16991	8409.58	8496.80	8496.80	True
LW65	6.83	0.17034	0.17034	8409.58	8497.64	8497.64	True
LW65	7.00	0.17224	0.17224	8409.58	8501.40	8501.40	True
LW65	7.17	0.17456	0.17456	8409.58	8506.00	8506.00	True
LW65	7.33	0.17456	0.17456	8409.58	8506.00	8506.00	True
LW65	7.50	0.17578	0.17578	8409.58	8508.40	8508.40	True
LW65	7.67	0.18549	0.18549	8409.58	8527.60	8527.60	True
LW65	7.83	0.18670	0.18670	8409.58	8530.00	8530.00	True
LW65	8.00	0.19398	0.19398	8409.58	8544.40	8544.40	True
LW65	8.17	0.19884	0.19884	8409.58	8554.00	8554.00	True
LW65	8.33	0.20349	0.20349	8409.58	8563.20	8563.20	True
LW65	8.50	0.21168	0.21168	8409.58	8579.40	8579.40	True
LW65	8.67	0.22139	0.22139	8409.58	8598.60	8598.60	True
LW65	8.83	0.22577	0.22577	8409.58	8607.27	8607.27	True
LW65	9.00	0.23423	0.23423	8409.58	8624.00	8624.00	True
LW65	9.17	0.24273	0.24273	8409.58	8640.80	8640.80	True
LW65	9.33	0.24879	0.24879	8409.58	8652.80	8652.80	True
LW65	9.50	0.25365	0.25365	8409.58	8662.40	8662.40	True
LW65	9.67	0.25850	0.25850	8409.58	8672.00	8672.00	True
LW65	9.83	0.26696	0.26696	8409.58	8688.73	8688.73	True
LW65	10.00	0.27013	0.27013	8409.58	8695.00	8695.00	True
LW65	10.17	0.27984	0.27984	8409.58	8714.20	8714.20	True
LW65	10.33	0.28343	0.28343	8409.58	8721.30	8721.30	True
LW65	10.50	0.29390	0.29390	8409.58	8742.00	8742.00	True
LW65	10.67	0.29996	0.29996	8409.58	8754.00	8754.00	True
LW65	10.83	0.30603	0.30603	8409.58	8766.00	8766.00	True
LW65	11.00	0.31574	0.31574	8409.58	8785.20	8785.20	True
LW65	11.17	0.31817	0.31817	8409.58	8790.00	8790.00	True
LW65	11.33	0.32515	0.32515	8409.58	8803.80	8803.80	True
LW65	11.50	0.32980	0.32980	8409.58	8813.00	8813.00	True
LW65	11.67	0.34193	0.34193	8409.58	8837.00	8837.00	True
LW65	11.83	0.34524	0.34524	8409.58	8843.55	8843.55	True
LW65	12.00	0.35407	0.35407	8409.58	8861.00	8861.00	True
LW65	12.17	0.35407	0.35407	8409.58	8861.00	8861.00	True
LW65	12.33	0.36378	0.36378	8409.58	8880.20	8880.20	True
LW65	12.50	0.36620	0.36620	8409.58	8885.00	8885.00	True
LW65	12.67	0.36853	0.36853	8409.58	8889.60	8889.60	True
LW65	12.83	0.37678	0.37678	8409.58	8905.91	8905.91	True
LW65	13.00	0.38026	0.38026	8409.58	8912.80	8912.80	True
LW65	13.17	0.38633	0.38633	8409.58	8924.80	8924.80	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