2026-04-20 B4.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: Streptococcus mutans
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Streptococcus mutans | 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 B4.xlsx	Well ID	B4
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	15.37362	2.0-42.0 h
LW60	end_norm	0.53234	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.53234	2.0-42.0 h
LW60	max_norm	0.53234	2.0-42.0 h
LW60	min_norm	0.00095	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	0.01161	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	-12.64291	2.0-42.0 h
LW62	end_norm	-0.39552	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.39552	2.0-42.0 h
LW62	max_norm	-0.00144	2.0-42.0 h
LW62	min_norm	-0.39552	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	-0.00698	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	0.13693	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.08008	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	0.16763	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	3.96961	2.0-42.0 h
LW65	end_norm	0.13747	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.13747	2.0-42.0 h
LW65	max_norm	0.13747	2.0-42.0 h
LW65	min_norm	0.00000	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	0.00261	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	31650.37636	290.97557	Ready
LW65	5	3853.52000	85.57983	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	3212.55–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	3212.55–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	3212.55–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	3212.55–49923.62 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	-0.96900–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-0.96900–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-0.96900–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 h	-0.96900–1.00000 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	-0.21043	-0.21043	31699.65	28053.55	28053.55	True
LW60	0.17	-0.05590	-0.05590	31699.65	30694.90	30694.90	True
LW60	0.33	-0.02642	-0.02642	31699.65	31198.80	31198.80	True
LW60	0.50	-0.00724	-0.00724	31699.65	31526.70	31526.70	True
LW60	0.67	0.00675	0.00675	31699.65	31765.70	31765.70	True
LW60	0.83	0.01264	0.01264	31699.65	31866.50	31866.50	True
LW60	1.00	0.01426	0.01426	31699.65	31894.18	31894.18	True
LW60	1.17	0.01387	0.01387	31699.65	31887.50	31887.50	True
LW60	1.33	0.00939	0.00939	31699.65	31810.80	31810.80	True
LW60	1.50	0.00228	0.00228	31699.65	31689.30	31689.30	True
LW60	1.67	0.00145	0.00145	31699.65	31675.20	31675.20	True
LW60	1.83	0.00349	0.00349	31699.65	31710.00	31710.00	True
LW60	2.00	0.00464	0.00464	31699.65	31729.73	31729.73	True
LW60	2.17	0.00595	0.00595	31699.65	31752.00	31752.00	True
LW60	2.33	0.00737	0.00737	31699.65	31776.40	31776.40	True
LW60	2.50	0.00758	0.00758	31699.65	31780.00	31780.00	True
LW60	2.67	0.00819	0.00819	31699.65	31790.40	31790.40	True
LW60	2.83	0.00939	0.00939	31699.65	31810.80	31810.80	True
LW60	3.00	0.01073	0.01073	31699.65	31833.82	31833.82	True
LW60	3.17	0.01244	0.01244	31699.65	31863.00	31863.00	True
LW60	3.33	0.01490	0.01490	31699.65	31905.00	31905.00	True
LW60	3.50	0.01692	0.01692	31699.65	31939.60	31939.60	True
LW60	3.67	0.01772	0.01772	31699.65	31953.20	31953.20	True
LW60	3.83	0.02078	0.02078	31699.65	32005.50	32005.50	True
LW60	4.00	0.02333	0.02333	31699.65	32049.09	32049.09	True
LW60	4.17	0.02671	0.02671	31699.65	32107.00	32107.00	True
LW60	4.33	0.03368	0.03368	31699.65	32226.00	32226.00	True
LW60	4.50	0.04678	0.04678	31699.65	32450.00	32450.00	True
LW60	4.67	0.06137	0.06137	31699.65	32699.40	32699.40	True
LW60	4.83	0.07480	0.07480	31699.65	32928.90	32928.90	True
LW60	5.00	0.08842	0.08842	31699.65	33161.73	33161.73	True
LW60	5.17	0.10156	0.10156	31699.65	33386.30	33386.30	True
LW60	5.33	0.11512	0.11512	31699.65	33618.00	33618.00	True
LW60	5.50	0.12934	0.12934	31699.65	33861.10	33861.10	True
LW60	5.67	0.14701	0.14701	31699.65	34163.20	34163.20	True
LW60	5.83	0.16712	0.16712	31699.65	34506.91	34506.91	True
LW60	6.00	0.18977	0.18977	31699.65	34894.10	34894.10	True
LW60	6.17	0.21305	0.21305	31699.65	35291.90	35291.90	True
LW60	6.33	0.24077	0.24077	31699.65	35765.80	35765.80	True
LW60	6.50	0.26739	0.26739	31699.65	36220.80	36220.80	True
LW60	6.67	0.29420	0.29420	31699.65	36679.00	36679.00	True
LW60	6.83	0.32014	0.32014	31699.65	37122.45	37122.45	True
LW60	7.00	0.34301	0.34301	31699.65	37513.40	37513.40	True
LW60	7.17	0.36587	0.36587	31699.65	37904.10	37904.10	True
LW60	7.33	0.38459	0.38459	31699.65	38224.10	38224.10	True
LW60	7.50	0.40410	0.40410	31699.65	38557.50	38557.50	True
LW60	7.67	0.42142	0.42142	31699.65	38853.60	38853.60	True
LW60	7.83	0.43703	0.43703	31699.65	39120.36	39120.36	True
LW60	8.00	0.45087	0.45087	31699.65	39356.90	39356.90	True
LW60	8.17	0.46315	0.46315	31699.65	39566.80	39566.80	True
LW60	8.33	0.47570	0.47570	31699.65	39781.40	39781.40	True
LW60	8.50	0.48785	0.48785	31699.65	39989.00	39989.00	True
LW60	8.67	0.49840	0.49840	31699.65	40169.30	40169.30	True
LW60	8.83	0.50846	0.50846	31699.65	40341.27	40341.27	True
LW60	9.00	0.51798	0.51798	31699.65	40504.00	40504.00	True
LW60	9.17	0.52654	0.52654	31699.65	40650.30	40650.30	True
LW60	9.33	0.53420	0.53420	31699.65	40781.30	40781.30	True
LW60	9.50	0.54371	0.54371	31699.65	40943.80	40943.80	True
LW60	9.67	0.55092	0.55092	31699.65	41067.00	41067.00	True
LW60	9.83	0.55800	0.55800	31699.65	41188.09	41188.09	True
LW60	10.00	0.56584	0.56584	31699.65	41322.00	41322.00	True
LW60	10.17	0.57239	0.57239	31699.65	41434.00	41434.00	True
LW60	10.33	0.57847	0.57847	31699.65	41538.00	41538.00	True
LW60	10.50	0.58554	0.58554	31699.65	41658.80	41658.80	True
LW60	10.67	0.59140	0.59140	31699.65	41759.00	41759.00	True
LW60	10.83	0.59827	0.59827	31699.65	41876.36	41876.36	True
LW60	11.00	0.60318	0.60318	31699.65	41960.30	41960.30	True
LW60	11.17	0.60860	0.60860	31699.65	42053.00	42053.00	True
LW60	11.33	0.61238	0.61238	31699.65	42117.60	42117.60	True
LW60	11.50	0.61760	0.61760	31699.65	42206.70	42206.70	True
LW60	11.67	0.62279	0.62279	31699.65	42295.50	42295.50	True
LW60	11.83	0.62687	0.62687	31699.65	42365.27	42365.27	True
LW60	12.00	0.63063	0.63063	31699.65	42429.50	42429.50	True
LW60	12.17	0.63394	0.63394	31699.65	42486.10	42486.10	True
LW60	12.33	0.63726	0.63726	31699.65	42542.90	42542.90	True
LW60	12.50	0.64011	0.64011	31699.65	42591.50	42591.50	True
LW60	12.67	0.64443	0.64443	31699.65	42665.30	42665.30	True
LW60	12.83	0.64738	0.64738	31699.65	42715.82	42715.82	True
LW60	13.00	0.65180	0.65180	31699.65	42791.40	42791.40	True
LW60	13.17	0.65468	0.65468	31699.65	42840.60	42840.60	True
LW65	0.00	-0.96900	-0.96900	3950.00	3212.55	3212.55	True
LW65	0.17	-0.42771	-0.42771	3950.00	3570.60	3570.60	True
LW65	0.33	-0.19414	-0.19414	3950.00	3725.10	3725.10	True
LW65	0.50	-0.05687	-0.05687	3950.00	3815.90	3815.90	True
LW65	0.67	0.03096	0.03096	3950.00	3874.00	3874.00	True
LW65	0.83	0.08931	0.08931	3950.00	3912.60	3912.60	True
LW65	1.00	0.13074	0.13074	3950.00	3940.00	3940.00	True
LW65	1.17	0.14585	0.14585	3950.00	3950.00	3950.00	True
LW65	1.33	0.14585	0.14585	3950.00	3950.00	3950.00	True
LW65	1.50	0.14253	0.14253	3950.00	3947.80	3947.80	True
LW65	1.67	0.14585	0.14585	3950.00	3950.00	3950.00	True
LW65	1.83	0.14585	0.14585	3950.00	3950.00	3950.00	True
LW65	2.00	0.14585	0.14585	3950.00	3950.00	3950.00	True
LW65	2.17	0.14585	0.14585	3950.00	3950.00	3950.00	True
LW65	2.33	0.17125	0.17125	3950.00	3966.80	3966.80	True
LW65	2.50	0.17760	0.17760	3950.00	3971.00	3971.00	True
LW65	2.67	0.17760	0.17760	3950.00	3971.00	3971.00	True
LW65	2.83	0.17760	0.17760	3950.00	3971.00	3971.00	True
LW65	3.00	0.17760	0.17760	3950.00	3971.00	3971.00	True
LW65	3.17	0.20088	0.20088	3950.00	3986.40	3986.40	True
LW65	3.33	0.21086	0.21086	3950.00	3993.00	3993.00	True
LW65	3.50	0.21086	0.21086	3950.00	3993.00	3993.00	True
LW65	3.67	0.22038	0.22038	3950.00	3999.30	3999.30	True
LW65	3.83	0.24261	0.24261	3950.00	4014.00	4014.00	True
LW65	4.00	0.24261	0.24261	3950.00	4014.00	4014.00	True
LW65	4.17	0.24261	0.24261	3950.00	4014.00	4014.00	True
LW65	4.33	0.24593	0.24593	3950.00	4016.20	4016.20	True
LW65	4.50	0.28584	0.28584	3950.00	4042.60	4042.60	True
LW65	4.67	0.32182	0.32182	3950.00	4066.40	4066.40	True
LW65	4.83	0.36083	0.36083	3950.00	4092.20	4092.20	True
LW65	5.00	0.39530	0.39530	3950.00	4115.00	4115.00	True
LW65	5.17	0.42961	0.42961	3950.00	4137.70	4137.70	True
LW65	5.33	0.44911	0.44911	3950.00	4150.60	4150.60	True
LW65	5.50	0.47905	0.47905	3950.00	4170.40	4170.40	True
LW65	5.67	0.50565	0.50565	3950.00	4188.00	4188.00	True
LW65	5.83	0.51170	0.51170	3950.00	4192.00	4192.00	True
LW65	6.00	0.53891	0.53891	3950.00	4210.00	4210.00	True
LW65	6.17	0.53891	0.53891	3950.00	4210.00	4210.00	True
LW65	6.33	0.56114	0.56114	3950.00	4224.70	4224.70	True
LW65	6.50	0.57066	0.57066	3950.00	4231.00	4231.00	True
LW65	6.67	0.57731	0.57731	3950.00	4235.40	4235.40	True
LW65	6.83	0.59182	0.59182	3950.00	4245.00	4245.00	True
LW65	7.00	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	7.17	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	7.33	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	7.50	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	7.67	0.61057	0.61057	3950.00	4257.40	4257.40	True
LW65	7.83	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	8.00	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	8.17	0.61057	0.61057	3950.00	4257.40	4257.40	True
LW65	8.33	0.61057	0.61057	3950.00	4257.40	4257.40	True
LW65	8.50	0.61057	0.61057	3950.00	4257.40	4257.40	True
LW65	8.67	0.61057	0.61057	3950.00	4257.40	4257.40	True
LW65	8.83	0.60694	0.60694	3950.00	4255.00	4255.00	True
LW65	9.00	0.60724	0.60724	3950.00	4255.20	4255.20	True
LW65	9.17	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	9.33	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	9.50	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	9.67	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	9.83	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	10.00	0.60724	0.60724	3950.00	4255.20	4255.20	True
LW65	10.17	0.60724	0.60724	3950.00	4255.20	4255.20	True
LW65	10.33	0.60724	0.60724	3950.00	4255.20	4255.20	True
LW65	10.50	0.61057	0.61057	3950.00	4257.40	4257.40	True
LW65	10.67	0.60392	0.60392	3950.00	4253.00	4253.00	True
LW65	10.83	0.61601	0.61601	3950.00	4261.00	4261.00	True
LW65	11.00	0.63385	0.63385	3950.00	4272.80	4272.80	True
LW65	11.17	0.63385	0.63385	3950.00	4272.80	4272.80	True
LW65	11.33	0.63385	0.63385	3950.00	4272.80	4272.80	True
LW65	11.50	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	11.67	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	11.83	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	12.00	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	12.17	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	12.33	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	12.50	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	12.67	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	12.83	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	13.00	0.63718	0.63718	3950.00	4275.00	4275.00	True
LW65	13.17	0.63718	0.63718	3950.00	4275.00	4275.00	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