2026-04-20 C2.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 10/2
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus 10/2 | Run: 2026-04-20 inc4 | 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 inc4	Run date	2026-04-20
Media	FB	Incubator	inc4
Well file	2026-04-20 C2.xlsx	Well ID	C2
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	4.54119	2.0-42.0 h
LW60	end_norm	0.18278	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.18278	2.0-42.0 h
LW60	max_norm	0.18278	2.0-42.0 h
LW60	min_norm	0.00128	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	0.00433	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	0.99751	2.0-42.0 h
LW61	slope_norm		2.0-42.0 h
LW62	auc_norm	-23.99789	2.0-42.0 h
LW62	end_norm	-0.70504	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.70504	2.0-42.0 h
LW62	max_norm	-0.05619	2.0-42.0 h
LW62	min_norm	-0.70504	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	-0.00913	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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.75519	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	0.37676	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	3.78271	2.0-42.0 h
LW65	end_norm	0.14770	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.14770	2.0-42.0 h
LW65	max_norm	0.14770	2.0-42.0 h
LW65	min_norm	0.00383	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	0.00312	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	12778.14545	343.42514	Ready
LW65	5	13020.79818	462.21722	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	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	0.00–67.17 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	13016.50	8497.55	8497.55	True
LW60	0.17	-0.31990	-0.31990	13016.50	11408.80	11408.80	True
LW60	0.33	-0.12555	-0.12555	13016.50	12240.70	12240.70	True
LW60	0.50	-0.02753	-0.02753	13016.50	12660.30	12660.30	True
LW60	0.67	0.02179	0.02179	13016.50	12871.40	12871.40	True
LW60	0.83	0.05757	0.05757	13016.50	13024.60	13024.60	True
LW60	1.00	0.07372	0.07372	13016.50	13093.73	13093.73	True
LW60	1.17	0.07309	0.07309	13016.50	13091.00	13091.00	True
LW60	1.33	0.06778	0.06778	13016.50	13068.30	13068.30	True
LW60	1.50	0.05510	0.05510	13016.50	13014.00	13014.00	True
LW60	1.67	0.05335	0.05335	13016.50	13006.50	13006.50	True
LW60	1.83	0.05627	0.05627	13016.50	13019.00	13019.00	True
LW60	2.00	0.05958	0.05958	13016.50	13033.18	13033.18	True
LW60	2.17	0.06477	0.06477	13016.50	13055.40	13055.40	True
LW60	2.33	0.06356	0.06356	13016.50	13050.20	13050.20	True
LW60	2.50	0.06598	0.06598	13016.50	13060.60	13060.60	True
LW60	2.67	0.06841	0.06841	13016.50	13071.00	13071.00	True
LW60	2.83	0.06841	0.06841	13016.50	13071.00	13071.00	True
LW60	3.00	0.06841	0.06841	13016.50	13071.00	13071.00	True
LW60	3.17	0.06841	0.06841	13016.50	13071.00	13071.00	True
LW60	3.33	0.06841	0.06841	13016.50	13071.00	13071.00	True
LW60	3.50	0.06841	0.06841	13016.50	13071.00	13071.00	True
LW60	3.67	0.06841	0.06841	13016.50	13071.00	13071.00	True
LW60	3.83	0.06841	0.06841	13016.50	13071.00	13071.00	True
LW60	4.00	0.06841	0.06841	13016.50	13071.00	13071.00	True
LW60	4.17	0.07309	0.07309	13016.50	13091.00	13091.00	True
LW60	4.33	0.08147	0.08147	13016.50	13126.90	13126.90	True
LW60	4.50	0.09825	0.09825	13016.50	13198.70	13198.70	True
LW60	4.67	0.11556	0.11556	13016.50	13272.80	13272.80	True
LW60	4.83	0.13053	0.13053	13016.50	13336.90	13336.90	True
LW60	5.00	0.14455	0.14455	13016.50	13396.91	13396.91	True
LW60	5.17	0.15639	0.15639	13016.50	13447.60	13447.60	True
LW60	5.33	0.16723	0.16723	13016.50	13494.00	13494.00	True
LW60	5.50	0.17632	0.17632	13016.50	13532.90	13532.90	True
LW60	5.67	0.18401	0.18401	13016.50	13565.80	13565.80	True
LW60	5.83	0.18991	0.18991	13016.50	13591.09	13591.09	True
LW60	6.00	0.19737	0.19737	13016.50	13623.00	13623.00	True
LW60	6.17	0.20101	0.20101	13016.50	13638.60	13638.60	True
LW60	6.33	0.20648	0.20648	13016.50	13662.00	13662.00	True
LW60	6.50	0.21195	0.21195	13016.50	13685.40	13685.40	True
LW60	6.67	0.21489	0.21489	13016.50	13698.00	13698.00	True
LW60	6.83	0.21786	0.21786	13016.50	13710.73	13710.73	True
LW60	7.00	0.21839	0.21839	13016.50	13713.00	13713.00	True
LW60	7.17	0.22265	0.22265	13016.50	13731.20	13731.20	True
LW60	7.33	0.22447	0.22447	13016.50	13739.00	13739.00	True
LW60	7.50	0.22447	0.22447	13016.50	13739.00	13739.00	True
LW60	7.67	0.22447	0.22447	13016.50	13739.00	13739.00	True
LW60	7.83	0.22447	0.22447	13016.50	13739.00	13739.00	True
LW60	8.00	0.22447	0.22447	13016.50	13739.00	13739.00	True
LW60	8.17	0.22447	0.22447	13016.50	13739.00	13739.00	True
LW60	8.33	0.22447	0.22447	13016.50	13739.00	13739.00	True
LW60	8.50	0.22568	0.22568	13016.50	13744.20	13744.20	True
LW60	8.67	0.22993	0.22993	13016.50	13762.40	13762.40	True
LW60	8.83	0.22944	0.22944	13016.50	13760.27	13760.27	True
LW60	9.00	0.22993	0.22993	13016.50	13762.40	13762.40	True
LW60	9.17	0.22993	0.22993	13016.50	13762.40	13762.40	True
LW60	9.33	0.23054	0.23054	13016.50	13765.00	13765.00	True
LW60	9.50	0.23115	0.23115	13016.50	13767.60	13767.60	True
LW60	9.67	0.23662	0.23662	13016.50	13791.00	13791.00	True
LW60	9.83	0.23662	0.23662	13016.50	13791.00	13791.00	True
LW60	10.00	0.23662	0.23662	13016.50	13791.00	13791.00	True
LW60	10.17	0.24087	0.24087	13016.50	13809.20	13809.20	True
LW60	10.33	0.24269	0.24269	13016.50	13817.00	13817.00	True
LW60	10.50	0.24330	0.24330	13016.50	13819.60	13819.60	True
LW60	10.67	0.24816	0.24816	13016.50	13840.40	13840.40	True
LW60	10.83	0.25152	0.25152	13016.50	13854.82	13854.82	True
LW60	11.00	0.25484	0.25484	13016.50	13869.00	13869.00	True
LW60	11.17	0.25605	0.25605	13016.50	13874.20	13874.20	True
LW60	11.33	0.26091	0.26091	13016.50	13895.00	13895.00	True
LW60	11.50	0.26091	0.26091	13016.50	13895.00	13895.00	True
LW60	11.67	0.26698	0.26698	13016.50	13921.00	13921.00	True
LW60	11.83	0.26698	0.26698	13016.50	13921.00	13921.00	True
LW60	12.00	0.27124	0.27124	13016.50	13939.20	13939.20	True
LW60	12.17	0.27306	0.27306	13016.50	13947.00	13947.00	True
LW60	12.33	0.27670	0.27670	13016.50	13962.60	13962.60	True
LW60	12.50	0.27913	0.27913	13016.50	13973.00	13973.00	True
LW60	12.67	0.28521	0.28521	13016.50	13999.00	13999.00	True
LW60	12.83	0.28631	0.28631	13016.50	14003.73	14003.73	True
LW60	13.00	0.29128	0.29128	13016.50	14025.00	14025.00	True
LW60	13.17	0.29492	0.29492	13016.50	14040.60	14040.60	True
LW65	0.00	-1.00000	-1.00000	13584.00	9385.82	9385.82	True
LW65	0.17	-0.47472	-0.47472	13584.00	11295.20	11295.20	True
LW65	0.33	-0.19653	-0.19653	13584.00	12306.40	12306.40	True
LW65	0.50	-0.04737	-0.04737	13584.00	12848.60	12848.60	True
LW65	0.67	0.03414	0.03414	13584.00	13144.90	13144.90	True
LW65	0.83	0.08699	0.08699	13584.00	13337.00	13337.00	True
LW65	1.00	0.12278	0.12278	13584.00	13467.09	13467.09	True
LW65	1.17	0.14014	0.14014	13584.00	13530.20	13530.20	True
LW65	1.33	0.15136	0.15136	13584.00	13571.00	13571.00	True
LW65	1.50	0.14504	0.14504	13584.00	13548.00	13548.00	True
LW65	1.67	0.15065	0.15065	13584.00	13568.40	13568.40	True
LW65	1.83	0.15923	0.15923	13584.00	13599.60	13599.60	True
LW65	2.00	0.16924	0.16924	13584.00	13636.00	13636.00	True
LW65	2.17	0.18138	0.18138	13584.00	13680.10	13680.10	True
LW65	2.33	0.18702	0.18702	13584.00	13700.60	13700.60	True
LW65	2.50	0.19472	0.19472	13584.00	13728.60	13728.60	True
LW65	2.67	0.19973	0.19973	13584.00	13746.80	13746.80	True
LW65	2.83	0.20616	0.20616	13584.00	13770.20	13770.20	True
LW65	3.00	0.21254	0.21254	13584.00	13793.36	13793.36	True
LW65	3.17	0.21546	0.21546	13584.00	13804.00	13804.00	True
LW65	3.33	0.21689	0.21689	13584.00	13809.20	13809.20	True
LW65	3.50	0.22333	0.22333	13584.00	13832.60	13832.60	True
LW65	3.67	0.22834	0.22834	13584.00	13850.80	13850.80	True
LW65	3.83	0.22977	0.22977	13584.00	13856.00	13856.00	True
LW65	4.00	0.23660	0.23660	13584.00	13880.82	13880.82	True
LW65	4.17	0.24264	0.24264	13584.00	13902.80	13902.80	True
LW65	4.33	0.24908	0.24908	13584.00	13926.20	13926.20	True
LW65	4.50	0.26267	0.26267	13584.00	13975.60	13975.60	True
LW65	4.67	0.27841	0.27841	13584.00	14032.80	14032.80	True
LW65	4.83	0.29772	0.29772	13584.00	14103.00	14103.00	True
LW65	5.00	0.31332	0.31332	13584.00	14159.73	14159.73	True
LW65	5.17	0.32275	0.32275	13584.00	14194.00	14194.00	True
LW65	5.33	0.33563	0.33563	13584.00	14240.80	14240.80	True
LW65	5.50	0.34493	0.34493	13584.00	14274.60	14274.60	True
LW65	5.67	0.35136	0.35136	13584.00	14298.00	14298.00	True
LW65	5.83	0.35754	0.35754	13584.00	14320.45	14320.45	True
LW65	6.00	0.36212	0.36212	13584.00	14337.10	14337.10	True
LW65	6.17	0.36506	0.36506	13584.00	14347.80	14347.80	True
LW65	6.33	0.36729	0.36729	13584.00	14355.90	14355.90	True
LW65	6.50	0.37596	0.37596	13584.00	14387.40	14387.40	True
LW65	6.67	0.37453	0.37453	13584.00	14382.20	14382.20	True
LW65	6.83	0.37732	0.37732	13584.00	14392.36	14392.36	True
LW65	7.00	0.37739	0.37739	13584.00	14392.60	14392.60	True
LW65	7.17	0.38025	0.38025	13584.00	14403.00	14403.00	True
LW65	7.33	0.37882	0.37882	13584.00	14397.80	14397.80	True
LW65	7.50	0.37882	0.37882	13584.00	14397.80	14397.80	True
LW65	7.67	0.37381	0.37381	13584.00	14379.60	14379.60	True
LW65	7.83	0.37212	0.37212	13584.00	14373.45	14373.45	True
LW65	8.00	0.37310	0.37310	13584.00	14377.00	14377.00	True
LW65	8.17	0.37167	0.37167	13584.00	14371.80	14371.80	True
LW65	8.33	0.36729	0.36729	13584.00	14355.90	14355.90	True
LW65	8.50	0.36358	0.36358	13584.00	14342.40	14342.40	True
LW65	8.67	0.36432	0.36432	13584.00	14345.10	14345.10	True
LW65	8.83	0.36817	0.36817	13584.00	14359.09	14359.09	True
LW65	9.00	0.36581	0.36581	13584.00	14350.50	14350.50	True
LW65	9.17	0.36655	0.36655	13584.00	14353.20	14353.20	True
LW65	9.33	0.36878	0.36878	13584.00	14361.30	14361.30	True
LW65	9.50	0.36581	0.36581	13584.00	14350.50	14350.50	True
LW65	9.67	0.36804	0.36804	13584.00	14358.60	14358.60	True
LW65	9.83	0.36682	0.36682	13584.00	14354.18	14354.18	True
LW65	10.00	0.36952	0.36952	13584.00	14364.00	14364.00	True
LW65	10.17	0.36581	0.36581	13584.00	14350.50	14350.50	True
LW65	10.33	0.36727	0.36727	13584.00	14355.80	14355.80	True
LW65	10.50	0.37024	0.37024	13584.00	14366.60	14366.60	True
LW65	10.67	0.37095	0.37095	13584.00	14369.20	14369.20	True
LW65	10.83	0.37667	0.37667	13584.00	14390.00	14390.00	True
LW65	11.00	0.37810	0.37810	13584.00	14395.20	14395.20	True
LW65	11.17	0.38025	0.38025	13584.00	14403.00	14403.00	True
LW65	11.33	0.38240	0.38240	13584.00	14410.80	14410.80	True
LW65	11.50	0.38383	0.38383	13584.00	14416.00	14416.00	True
LW65	11.67	0.38812	0.38812	13584.00	14431.60	14431.60	True
LW65	11.83	0.38448	0.38448	13584.00	14418.36	14418.36	True
LW65	12.00	0.39098	0.39098	13584.00	14442.00	14442.00	True
LW65	12.17	0.39169	0.39169	13584.00	14444.60	14444.60	True
LW65	12.33	0.39241	0.39241	13584.00	14447.20	14447.20	True
LW65	12.50	0.39241	0.39241	13584.00	14447.20	14447.20	True
LW65	12.67	0.39599	0.39599	13584.00	14460.20	14460.20	True
LW65	12.83	0.40016	0.40016	13584.00	14475.36	14475.36	True
LW65	13.00	0.40330	0.40330	13584.00	14486.80	14486.80	True
LW65	13.17	0.40185	0.40185	13584.00	14481.50	14481.50	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