2026-04-15 B3.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 capitis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus capitis | 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 B3.xlsx	Well ID	B3
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	9.91512	2.0-42.0 h
LW60	end_norm	0.35567	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.35567	2.0-42.0 h
LW60	max_norm	0.35567	2.0-42.0 h
LW60	min_norm	-0.00322	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	0.00827	2.0-42.0 h
LW61	auc_norm	12.27383	2.0-42.0 h
LW61	end_norm	0.43051	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.43051	2.0-42.0 h
LW61	max_norm	0.43051	2.0-42.0 h
LW61	min_norm	0.00465	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	0.00829	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	0.00000	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.94357	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	0.20539	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.12335	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-1.06426	2.0-42.0 h
LW64	end_norm	0.03212	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.05628	2.0-42.0 h
LW64	max_norm	0.03212	2.0-42.0 h
LW64	min_norm	-0.05628	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	0.00184	2.0-42.0 h
LW65	auc_norm	3.82894	2.0-42.0 h
LW65	end_norm	0.12173	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.12200	2.0-42.0 h
LW65	max_norm	0.12200	2.0-42.0 h
LW65	min_norm	0.00001	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	0.00202	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	9848.91636	258.89239	Ready
LW65	5	9697.41273	374.55971	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	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	6602.04–49923.62 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	9343.30	6652.64	6652.64	True
LW60	0.17	-0.32573	-0.32573	9343.30	8807.80	8807.80	True
LW60	0.33	-0.13225	-0.13225	9343.30	9426.20	9426.20	True
LW60	0.50	-0.01803	-0.01803	9343.30	9791.30	9791.30	True
LW60	0.67	0.03172	0.03172	9343.30	9950.30	9950.30	True
LW60	0.83	0.07329	0.07329	9343.30	10083.18	10083.18	True
LW60	1.00	0.04527	0.04527	9343.30	9993.60	9993.60	True
LW60	1.17	0.02346	0.02346	9343.30	9923.90	9923.90	True
LW60	1.33	-0.05128	-0.05128	9343.30	9685.00	9685.00	True
LW60	1.50	-0.11580	-0.11580	9343.30	9478.80	9478.80	True
LW60	1.67	-0.15334	-0.15334	9343.30	9358.80	9358.80	True
LW60	1.83	-0.16477	-0.16477	9343.30	9322.27	9322.27	True
LW60	2.00	-0.16304	-0.16304	9343.30	9327.80	9327.80	True
LW60	2.17	-0.15321	-0.15321	9343.30	9359.20	9359.20	True
LW60	2.33	-0.15766	-0.15766	9343.30	9345.00	9345.00	True
LW60	2.50	-0.16686	-0.16686	9343.30	9315.60	9315.60	True
LW60	2.67	-0.16761	-0.16761	9343.30	9313.20	9313.20	True
LW60	2.83	-0.16756	-0.16756	9343.30	9313.36	9313.36	True
LW60	3.00	-0.16748	-0.16748	9343.30	9313.60	9313.60	True
LW60	3.17	-0.16066	-0.16066	9343.30	9335.40	9335.40	True
LW60	3.33	-0.14790	-0.14790	9343.30	9376.20	9376.20	True
LW60	3.50	-0.13682	-0.13682	9343.30	9411.60	9411.60	True
LW60	3.67	-0.12975	-0.12975	9343.30	9434.20	9434.20	True
LW60	3.83	-0.12461	-0.12461	9343.30	9450.64	9450.64	True
LW60	4.00	-0.12237	-0.12237	9343.30	9457.80	9457.80	True
LW60	4.17	-0.11717	-0.11717	9343.30	9474.40	9474.40	True
LW60	4.33	-0.11192	-0.11192	9343.30	9491.20	9491.20	True
LW60	4.50	-0.10453	-0.10453	9343.30	9514.80	9514.80	True
LW60	4.67	-0.09477	-0.09477	9343.30	9546.00	9546.00	True
LW60	4.83	-0.08155	-0.08155	9343.30	9588.27	9588.27	True
LW60	5.00	-0.06449	-0.06449	9343.30	9642.80	9642.80	True
LW60	5.17	-0.04672	-0.04672	9343.30	9699.60	9699.60	True
LW60	5.33	-0.02707	-0.02707	9343.30	9762.40	9762.40	True
LW60	5.50	-0.01074	-0.01074	9343.30	9814.60	9814.60	True
LW60	5.67	0.00672	0.00672	9343.30	9870.40	9870.40	True
LW60	5.83	0.02531	0.02531	9343.30	9929.82	9929.82	True
LW60	6.00	0.04295	0.04295	9343.30	9986.20	9986.20	True
LW60	6.17	0.05847	0.05847	9343.30	10035.80	10035.80	True
LW60	6.33	0.07414	0.07414	9343.30	10085.90	10085.90	True
LW60	6.50	0.09166	0.09166	9343.30	10141.90	10141.90	True
LW60	6.67	0.10818	0.10818	9343.30	10194.70	10194.70	True
LW60	6.83	0.12520	0.12520	9343.30	10249.09	10249.09	True
LW60	7.00	0.14491	0.14491	9343.30	10312.10	10312.10	True
LW60	7.17	0.16106	0.16106	9343.30	10363.70	10363.70	True
LW60	7.33	0.17851	0.17851	9343.30	10419.50	10419.50	True
LW60	7.50	0.19228	0.19228	9343.30	10463.50	10463.50	True
LW60	7.67	0.20573	0.20573	9343.30	10506.50	10506.50	True
LW60	7.83	0.21968	0.21968	9343.30	10551.09	10551.09	True
LW60	8.00	0.23805	0.23805	9343.30	10609.80	10609.80	True
LW60	8.17	0.25010	0.25010	9343.30	10648.30	10648.30	True
LW60	8.33	0.26465	0.26465	9343.30	10694.80	10694.80	True
LW60	8.50	0.27341	0.27341	9343.30	10722.80	10722.80	True
LW60	8.67	0.28307	0.28307	9343.30	10753.70	10753.70	True
LW60	8.83	0.29409	0.29409	9343.30	10788.91	10788.91	True
LW60	9.00	0.30485	0.30485	9343.30	10823.30	10823.30	True
LW60	9.17	0.31458	0.31458	9343.30	10854.40	10854.40	True
LW60	9.33	0.31993	0.31993	9343.30	10871.50	10871.50	True
LW60	9.50	0.33082	0.33082	9343.30	10906.30	10906.30	True
LW60	9.67	0.33776	0.33776	9343.30	10928.50	10928.50	True
LW60	9.83	0.34790	0.34790	9343.30	10960.91	10960.91	True
LW60	10.00	0.35306	0.35306	9343.30	10977.40	10977.40	True
LW60	10.17	0.35772	0.35772	9343.30	10992.30	10992.30	True
LW60	10.33	0.36498	0.36498	9343.30	11015.50	11015.50	True
LW60	10.50	0.37202	0.37202	9343.30	11038.00	11038.00	True
LW60	10.67	0.37897	0.37897	9343.30	11060.20	11060.20	True
LW60	10.83	0.38505	0.38505	9343.30	11079.64	11079.64	True
LW60	11.00	0.38873	0.38873	9343.30	11091.40	11091.40	True
LW60	11.17	0.39258	0.39258	9343.30	11103.70	11103.70	True
LW60	11.33	0.40102	0.40102	9343.30	11130.70	11130.70	True
LW60	11.50	0.40569	0.40569	9343.30	11145.60	11145.60	True
LW60	11.67	0.41047	0.41047	9343.30	11160.90	11160.90	True
LW60	11.83	0.41030	0.41030	9343.30	11160.36	11160.36	True
LW60	12.00	0.41488	0.41488	9343.30	11175.00	11175.00	True
LW60	12.17	0.42561	0.42561	9343.30	11209.30	11209.30	True
LW60	12.33	0.43021	0.43021	9343.30	11224.00	11224.00	True
LW60	12.50	0.43422	0.43422	9343.30	11236.80	11236.80	True
LW60	12.67	0.43647	0.43647	9343.30	11244.00	11244.00	True
LW60	12.83	0.44045	0.44045	9343.30	11256.73	11256.73	True
LW60	13.00	0.44273	0.44273	9343.30	11264.00	11264.00	True
LW60	13.17	0.45349	0.45349	9343.30	11298.40	11298.40	True
LW65	0.00	-1.00000	-1.00000	9793.30	6913.55	6913.55	True
LW65	0.17	-0.44338	-0.44338	9793.30	8463.10	8463.10	True
LW65	0.33	-0.20134	-0.20134	9793.30	9136.90	9136.90	True
LW65	0.50	-0.06466	-0.06466	9793.30	9517.40	9517.40	True
LW65	0.67	0.03883	0.03883	9793.30	9805.50	9805.50	True
LW65	0.83	0.09984	0.09984	9793.30	9975.36	9975.36	True
LW65	1.00	0.12734	0.12734	9793.30	10051.90	10051.90	True
LW65	1.17	0.17784	0.17784	9793.30	10192.50	10192.50	True
LW65	1.33	0.13599	0.13599	9793.30	10076.00	10076.00	True
LW65	1.50	0.06907	0.06907	9793.30	9889.70	9889.70	True
LW65	1.67	0.03441	0.03441	9793.30	9793.20	9793.20	True
LW65	1.83	0.02591	0.02591	9793.30	9769.55	9769.55	True
LW65	2.00	0.03448	0.03448	9793.30	9793.40	9793.40	True
LW65	2.17	0.05442	0.05442	9793.30	9848.90	9848.90	True
LW65	2.33	0.05977	0.05977	9793.30	9863.80	9863.80	True
LW65	2.50	0.05945	0.05945	9793.30	9862.90	9862.90	True
LW65	2.67	0.06031	0.06031	9793.30	9865.30	9865.30	True
LW65	2.83	0.06931	0.06931	9793.30	9890.36	9890.36	True
LW65	3.00	0.07888	0.07888	9793.30	9917.00	9917.00	True
LW65	3.17	0.09705	0.09705	9793.30	9967.60	9967.60	True
LW65	3.33	0.12500	0.12500	9793.30	10045.40	10045.40	True
LW65	3.50	0.14727	0.14727	9793.30	10107.40	10107.40	True
LW65	3.67	0.16171	0.16171	9793.30	10147.60	10147.60	True
LW65	3.83	0.16480	0.16480	9793.30	10156.18	10156.18	True
LW65	4.00	0.16674	0.16674	9793.30	10161.60	10161.60	True
LW65	4.17	0.17360	0.17360	9793.30	10180.70	10180.70	True
LW65	4.33	0.17623	0.17623	9793.30	10188.00	10188.00	True
LW65	4.50	0.18208	0.18208	9793.30	10204.30	10204.30	True
LW65	4.67	0.19013	0.19013	9793.30	10226.70	10226.70	True
LW65	4.83	0.20049	0.20049	9793.30	10255.55	10255.55	True
LW65	5.00	0.20870	0.20870	9793.30	10278.40	10278.40	True
LW65	5.17	0.21983	0.21983	9793.30	10309.40	10309.40	True
LW65	5.33	0.22605	0.22605	9793.30	10326.70	10326.70	True
LW65	5.50	0.23356	0.23356	9793.30	10347.60	10347.60	True
LW65	5.67	0.24171	0.24171	9793.30	10370.30	10370.30	True
LW65	5.83	0.24908	0.24908	9793.30	10390.82	10390.82	True
LW65	6.00	0.25202	0.25202	9793.30	10399.00	10399.00	True
LW65	6.17	0.25859	0.25859	9793.30	10417.30	10417.30	True
LW65	6.33	0.26287	0.26287	9793.30	10429.20	10429.20	True
LW65	6.50	0.26890	0.26890	9793.30	10446.00	10446.00	True
LW65	6.67	0.26969	0.26969	9793.30	10448.20	10448.20	True
LW65	6.83	0.27922	0.27922	9793.30	10474.73	10474.73	True
LW65	7.00	0.28658	0.28658	9793.30	10495.20	10495.20	True
LW65	7.17	0.28762	0.28762	9793.30	10498.10	10498.10	True
LW65	7.33	0.29523	0.29523	9793.30	10519.30	10519.30	True
LW65	7.50	0.29710	0.29710	9793.30	10524.50	10524.50	True
LW65	7.67	0.30123	0.30123	9793.30	10536.00	10536.00	True
LW65	7.83	0.30508	0.30508	9793.30	10546.73	10546.73	True
LW65	8.00	0.31014	0.31014	9793.30	10560.80	10560.80	True
LW65	8.17	0.31265	0.31265	9793.30	10567.80	10567.80	True
LW65	8.33	0.32070	0.32070	9793.30	10590.20	10590.20	True
LW65	8.50	0.31826	0.31826	9793.30	10583.40	10583.40	True
LW65	8.67	0.32160	0.32160	9793.30	10592.70	10592.70	True
LW65	8.83	0.32249	0.32249	9793.30	10595.18	10595.18	True
LW65	9.00	0.32264	0.32264	9793.30	10595.60	10595.60	True
LW65	9.17	0.32242	0.32242	9793.30	10595.00	10595.00	True
LW65	9.33	0.32329	0.32329	9793.30	10597.40	10597.40	True
LW65	9.50	0.32257	0.32257	9793.30	10595.40	10595.40	True
LW65	9.67	0.32691	0.32691	9793.30	10607.50	10607.50	True
LW65	9.83	0.32954	0.32954	9793.30	10614.82	10614.82	True
LW65	10.00	0.32846	0.32846	9793.30	10611.80	10611.80	True
LW65	10.17	0.33026	0.33026	9793.30	10616.80	10616.80	True
LW65	10.33	0.32968	0.32968	9793.30	10615.20	10615.20	True
LW65	10.50	0.32975	0.32975	9793.30	10615.40	10615.40	True
LW65	10.67	0.32806	0.32806	9793.30	10610.70	10610.70	True
LW65	10.83	0.33121	0.33121	9793.30	10619.45	10619.45	True
LW65	11.00	0.32947	0.32947	9793.30	10614.60	10614.60	True
LW65	11.17	0.32939	0.32939	9793.30	10614.40	10614.40	True
LW65	11.33	0.33119	0.33119	9793.30	10619.40	10619.40	True
LW65	11.50	0.33119	0.33119	9793.30	10619.40	10619.40	True
LW65	11.67	0.33137	0.33137	9793.30	10619.90	10619.90	True
LW65	11.83	0.32804	0.32804	9793.30	10610.64	10610.64	True
LW65	12.00	0.32415	0.32415	9793.30	10599.80	10599.80	True
LW65	12.17	0.33112	0.33112	9793.30	10619.20	10619.20	True
LW65	12.33	0.33105	0.33105	9793.30	10619.00	10619.00	True
LW65	12.50	0.33112	0.33112	9793.30	10619.20	10619.20	True
LW65	12.67	0.33018	0.33018	9793.30	10616.60	10616.60	True
LW65	12.83	0.33026	0.33026	9793.30	10616.82	10616.82	True
LW65	13.00	0.33018	0.33018	9793.30	10616.60	10616.60	True
LW65	13.17	0.33105	0.33105	9793.30	10619.00	10619.00	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