2026-04-15 C4.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: 2026-04-15 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 C4.xlsx	Well ID	C4
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	1.66194	2.0-42.0 h
LW60	end_norm	0.12530	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.12530	2.0-42.0 h
LW60	max_norm	0.12530	2.0-42.0 h
LW60	min_norm	-0.04862	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	0.00459	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	-6.17536	2.0-42.0 h
LW62	end_norm	-0.42615	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.42615	2.0-42.0 h
LW62	max_norm	0.11603	2.0-42.0 h
LW62	min_norm	-0.42615	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	-0.00781	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	0.16556	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.13485	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	0.61117	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	1.36052	2.0-42.0 h
LW65	end_norm	0.07540	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.07847	2.0-42.0 h
LW65	max_norm	0.07847	2.0-42.0 h
LW65	min_norm	-0.03786	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	0.00328	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	15239.11636	746.95048	Ready
LW65	5	7369.06909	195.62295	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	5923.64–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	5923.64–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	5923.64–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	5923.64–49923.62 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	-1.00000–0.96695 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-1.00000–0.96695 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-1.00000–0.96695 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 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	16151.24	9127.73	9127.73	True
LW60	0.17	-0.47044	-0.47044	16151.24	12364.10	12364.10	True
LW60	0.33	-0.18795	-0.18795	16151.24	14090.50	14090.50	True
LW60	0.50	-0.04726	-0.04726	16151.24	14950.30	14950.30	True
LW60	0.67	0.03303	0.03303	16151.24	15441.00	15441.00	True
LW60	0.83	0.08281	0.08281	16151.24	15745.18	15745.18	True
LW60	1.00	0.11936	0.11936	16151.24	15968.60	15968.60	True
LW60	1.17	0.16530	0.16530	16151.24	16249.30	16249.30	True
LW60	1.33	0.19269	0.19269	16151.24	16416.70	16416.70	True
LW60	1.50	0.19755	0.19755	16151.24	16446.40	16446.40	True
LW60	1.67	0.16971	0.16971	16151.24	16276.30	16276.30	True
LW60	1.83	0.12879	0.12879	16151.24	16026.18	16026.18	True
LW60	2.00	0.08507	0.08507	16151.24	15759.00	15759.00	True
LW60	2.17	0.05396	0.05396	16151.24	15568.90	15568.90	True
LW60	2.33	0.04179	0.04179	16151.24	15494.50	15494.50	True
LW60	2.50	0.03827	0.03827	16151.24	15473.00	15473.00	True
LW60	2.67	0.03474	0.03474	16151.24	15451.40	15451.40	True
LW60	2.83	0.03308	0.03308	16151.24	15441.27	15441.27	True
LW60	3.00	0.03087	0.03087	16151.24	15427.80	15427.80	True
LW60	3.17	0.02827	0.02827	16151.24	15411.90	15411.90	True
LW60	3.33	0.02518	0.02518	16151.24	15393.00	15393.00	True
LW60	3.50	0.02209	0.02209	16151.24	15374.10	15374.10	True
LW60	3.67	0.02165	0.02165	16151.24	15371.40	15371.40	True
LW60	3.83	0.02076	0.02076	16151.24	15366.00	15366.00	True
LW60	4.00	0.02165	0.02165	16151.24	15371.40	15371.40	True
LW60	4.17	0.02297	0.02297	16151.24	15379.50	15379.50	True
LW60	4.33	0.02430	0.02430	16151.24	15387.60	15387.60	True
LW60	4.50	0.02957	0.02957	16151.24	15419.80	15419.80	True
LW60	4.67	0.03387	0.03387	16151.24	15446.10	15446.10	True
LW60	4.83	0.03867	0.03867	16151.24	15475.45	15475.45	True
LW60	5.00	0.04611	0.04611	16151.24	15520.90	15520.90	True
LW60	5.17	0.05399	0.05399	16151.24	15569.10	15569.10	True
LW60	5.33	0.06268	0.06268	16151.24	15622.20	15622.20	True
LW60	5.50	0.07064	0.07064	16151.24	15670.80	15670.80	True
LW60	5.67	0.07846	0.07846	16151.24	15718.60	15718.60	True
LW60	5.83	0.08718	0.08718	16151.24	15771.91	15771.91	True
LW60	6.00	0.09345	0.09345	16151.24	15810.20	15810.20	True
LW60	6.17	0.10047	0.10047	16151.24	15853.10	15853.10	True
LW60	6.33	0.10521	0.10521	16151.24	15882.10	15882.10	True
LW60	6.50	0.11095	0.11095	16151.24	15917.20	15917.20	True
LW60	6.67	0.11405	0.11405	16151.24	15936.10	15936.10	True
LW60	6.83	0.11794	0.11794	16151.24	15959.91	15959.91	True
LW60	7.00	0.12288	0.12288	16151.24	15990.10	15990.10	True
LW60	7.17	0.12598	0.12598	16151.24	16009.00	16009.00	True
LW60	7.33	0.13039	0.13039	16151.24	16036.00	16036.00	True
LW60	7.50	0.13172	0.13172	16151.24	16044.10	16044.10	True
LW60	7.67	0.13437	0.13437	16151.24	16060.30	16060.30	True
LW60	7.83	0.13762	0.13762	16151.24	16080.18	16080.18	True
LW60	8.00	0.14055	0.14055	16151.24	16098.10	16098.10	True
LW60	8.17	0.14321	0.14321	16151.24	16114.30	16114.30	True
LW60	8.33	0.14321	0.14321	16151.24	16114.30	16114.30	True
LW60	8.50	0.14365	0.14365	16151.24	16117.00	16117.00	True
LW60	8.67	0.14365	0.14365	16151.24	16117.00	16117.00	True
LW60	8.83	0.14365	0.14365	16151.24	16117.00	16117.00	True
LW60	9.00	0.14276	0.14276	16151.24	16111.60	16111.60	True
LW60	9.17	0.14011	0.14011	16151.24	16095.40	16095.40	True
LW60	9.33	0.13923	0.13923	16151.24	16090.00	16090.00	True
LW60	9.50	0.13658	0.13658	16151.24	16073.80	16073.80	True
LW60	9.67	0.13393	0.13393	16151.24	16057.60	16057.60	True
LW60	9.83	0.13039	0.13039	16151.24	16036.00	16036.00	True
LW60	10.00	0.12686	0.12686	16151.24	16014.40	16014.40	True
LW60	10.17	0.12598	0.12598	16151.24	16009.00	16009.00	True
LW60	10.33	0.12421	0.12421	16151.24	15998.20	15998.20	True
LW60	10.50	0.12112	0.12112	16151.24	15979.30	15979.30	True
LW60	10.67	0.11758	0.11758	16151.24	15957.70	15957.70	True
LW60	10.83	0.11593	0.11593	16151.24	15947.64	15947.64	True
LW60	11.00	0.11272	0.11272	16151.24	15928.00	15928.00	True
LW60	11.17	0.11272	0.11272	16151.24	15928.00	15928.00	True
LW60	11.33	0.11095	0.11095	16151.24	15917.20	15917.20	True
LW60	11.50	0.10875	0.10875	16151.24	15903.70	15903.70	True
LW60	11.67	0.10786	0.10786	16151.24	15898.30	15898.30	True
LW60	11.83	0.10830	0.10830	16151.24	15901.00	15901.00	True
LW60	12.00	0.10919	0.10919	16151.24	15906.40	15906.40	True
LW60	12.17	0.10875	0.10875	16151.24	15903.70	15903.70	True
LW60	12.33	0.10830	0.10830	16151.24	15901.00	15901.00	True
LW60	12.50	0.10830	0.10830	16151.24	15901.00	15901.00	True
LW60	12.67	0.10830	0.10830	16151.24	15901.00	15901.00	True
LW60	12.83	0.10830	0.10830	16151.24	15901.00	15901.00	True
LW60	13.00	0.11095	0.11095	16151.24	15917.20	15917.20	True
LW60	13.17	0.11140	0.11140	16151.24	15919.90	15919.90	True
LW65	0.00	-1.00000	-1.00000	7822.17	5923.64	5923.64	True
LW65	0.17	-0.49561	-0.49561	7822.17	6652.70	6652.70	True
LW65	0.33	-0.20967	-0.20967	7822.17	7066.00	7066.00	True
LW65	0.50	-0.04260	-0.04260	7822.17	7307.50	7307.50	True
LW65	0.67	0.02742	0.02742	7822.17	7408.70	7408.70	True
LW65	0.83	0.08543	0.08543	7822.17	7492.55	7492.55	True
LW65	1.00	0.13943	0.13943	7822.17	7570.60	7570.60	True
LW65	1.17	0.20646	0.20646	7822.17	7667.50	7667.50	True
LW65	1.33	0.27385	0.27385	7822.17	7764.90	7764.90	True
LW65	1.50	0.32705	0.32705	7822.17	7841.80	7841.80	True
LW65	1.67	0.33660	0.33660	7822.17	7855.60	7855.60	True
LW65	1.83	0.29989	0.29989	7822.17	7802.55	7802.55	True
LW65	2.00	0.23379	0.23379	7822.17	7707.00	7707.00	True
LW65	2.17	0.18087	0.18087	7822.17	7630.50	7630.50	True
LW65	2.33	0.15859	0.15859	7822.17	7598.30	7598.30	True
LW65	2.50	0.15700	0.15700	7822.17	7596.00	7596.00	True
LW65	2.67	0.15700	0.15700	7822.17	7596.00	7596.00	True
LW65	2.83	0.15700	0.15700	7822.17	7596.00	7596.00	True
LW65	3.00	0.14745	0.14745	7822.17	7582.20	7582.20	True
LW65	3.17	0.14109	0.14109	7822.17	7573.00	7573.00	True
LW65	3.33	0.12836	0.12836	7822.17	7554.60	7554.60	True
LW65	3.50	0.12517	0.12517	7822.17	7550.00	7550.00	True
LW65	3.67	0.12019	0.12019	7822.17	7542.80	7542.80	True
LW65	3.83	0.11008	0.11008	7822.17	7528.18	7528.18	True
LW65	4.00	0.11023	0.11023	7822.17	7528.40	7528.40	True
LW65	4.17	0.10857	0.10857	7822.17	7526.00	7526.00	True
LW65	4.33	0.10857	0.10857	7822.17	7526.00	7526.00	True
LW65	4.50	0.11023	0.11023	7822.17	7528.40	7528.40	True
LW65	4.67	0.12019	0.12019	7822.17	7542.80	7542.80	True
LW65	4.83	0.12517	0.12517	7822.17	7550.00	7550.00	True
LW65	5.00	0.12677	0.12677	7822.17	7552.30	7552.30	True
LW65	5.17	0.13950	0.13950	7822.17	7570.70	7570.70	True
LW65	5.33	0.14109	0.14109	7822.17	7573.00	7573.00	True
LW65	5.50	0.14904	0.14904	7822.17	7584.50	7584.50	True
LW65	5.67	0.15700	0.15700	7822.17	7596.00	7596.00	True
LW65	5.83	0.17002	0.17002	7822.17	7614.82	7614.82	True
LW65	6.00	0.17291	0.17291	7822.17	7619.00	7619.00	True
LW65	6.17	0.18246	0.18246	7822.17	7632.80	7632.80	True
LW65	6.33	0.18882	0.18882	7822.17	7642.00	7642.00	True
LW65	6.50	0.19360	0.19360	7822.17	7648.90	7648.90	True
LW65	6.67	0.20314	0.20314	7822.17	7662.70	7662.70	True
LW65	6.83	0.20474	0.20474	7822.17	7665.00	7665.00	True
LW65	7.00	0.20474	0.20474	7822.17	7665.00	7665.00	True
LW65	7.17	0.20951	0.20951	7822.17	7671.90	7671.90	True
LW65	7.33	0.22065	0.22065	7822.17	7688.00	7688.00	True
LW65	7.50	0.22065	0.22065	7822.17	7688.00	7688.00	True
LW65	7.67	0.22231	0.22231	7822.17	7690.40	7690.40	True
LW65	7.83	0.23423	0.23423	7822.17	7707.64	7707.64	True
LW65	8.00	0.23725	0.23725	7822.17	7712.00	7712.00	True
LW65	8.17	0.23725	0.23725	7822.17	7712.00	7712.00	True
LW65	8.33	0.23725	0.23725	7822.17	7712.00	7712.00	True
LW65	8.50	0.23725	0.23725	7822.17	7712.00	7712.00	True
LW65	8.67	0.23725	0.23725	7822.17	7712.00	7712.00	True
LW65	8.83	0.25027	0.25027	7822.17	7730.82	7730.82	True
LW65	9.00	0.25316	0.25316	7822.17	7735.00	7735.00	True
LW65	9.17	0.25316	0.25316	7822.17	7735.00	7735.00	True
LW65	9.33	0.25316	0.25316	7822.17	7735.00	7735.00	True
LW65	9.50	0.25475	0.25475	7822.17	7737.30	7737.30	True
LW65	9.67	0.25953	0.25953	7822.17	7744.20	7744.20	True
LW65	9.83	0.26329	0.26329	7822.17	7749.64	7749.64	True
LW65	10.00	0.25953	0.25953	7822.17	7744.20	7744.20	True
LW65	10.17	0.26908	0.26908	7822.17	7758.00	7758.00	True
LW65	10.33	0.26908	0.26908	7822.17	7758.00	7758.00	True
LW65	10.50	0.26908	0.26908	7822.17	7758.00	7758.00	True
LW65	10.67	0.26908	0.26908	7822.17	7758.00	7758.00	True
LW65	10.83	0.26908	0.26908	7822.17	7758.00	7758.00	True
LW65	11.00	0.27226	0.27226	7822.17	7762.60	7762.60	True
LW65	11.17	0.28181	0.28181	7822.17	7776.40	7776.40	True
LW65	11.33	0.28499	0.28499	7822.17	7781.00	7781.00	True
LW65	11.50	0.28499	0.28499	7822.17	7781.00	7781.00	True
LW65	11.67	0.28499	0.28499	7822.17	7781.00	7781.00	True
LW65	11.83	0.28499	0.28499	7822.17	7781.00	7781.00	True
LW65	12.00	0.29495	0.29495	7822.17	7795.40	7795.40	True
LW65	12.17	0.30159	0.30159	7822.17	7805.00	7805.00	True
LW65	12.33	0.30159	0.30159	7822.17	7805.00	7805.00	True
LW65	12.50	0.30318	0.30318	7822.17	7807.30	7807.30	True
LW65	12.67	0.31273	0.31273	7822.17	7821.10	7821.10	True
LW65	12.83	0.31606	0.31606	7822.17	7825.91	7825.91	True
LW65	13.00	0.31591	0.31591	7822.17	7825.70	7825.70	True
LW65	13.17	0.31750	0.31750	7822.17	7828.00	7828.00	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