2026-03-30 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: Streptococcus mutans
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Streptococcus mutans | Run: 2026-03-30 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	2026-03-30 inc5	Run date	2026-03-30
Media	LB	Incubator	inc5
Well file	2026-03-30 B3.xlsx	Well ID	B3
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	Nanobiofab holding pathogen resource	Preprocessing	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	7.90708	2.0-42.0 h
LW60	end_norm	0.29761	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.29870	2.0-42.0 h
LW60	max_norm	0.29870	2.0-42.0 h
LW60	min_norm	0.00230	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	0.00731	2.0-42.0 h
LW61	auc_norm	19.99160	2.0-42.0 h
LW61	end_norm	0.74541	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.74541	2.0-42.0 h
LW61	max_norm	0.74541	2.0-42.0 h
LW61	min_norm	0.01728	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	0.01707	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	0.08008	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	0.18423	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	2.87175	2.0-42.0 h
LW64	end_norm	0.11807	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.11811	2.0-42.0 h
LW64	max_norm	0.11811	2.0-42.0 h
LW64	min_norm	0.00534	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	0.00259	2.0-42.0 h
LW65	auc_norm	7.09997	2.0-42.0 h
LW65	end_norm	0.24554	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.24694	2.0-42.0 h
LW65	max_norm	0.24694	2.0-42.0 h
LW65	min_norm	0.00714	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	0.00489	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 LB-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 830 source points

Control overlay: mean of 8 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	8730.87273	235.43013	Ready
LW65	5	8723.66545	287.97063	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	0.00–69.00 h	5231.72–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–69.00 h	5231.72–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–69.00 h	5231.72–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–69.00 h	5231.72–48539.60 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	0.00–69.00 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–69.00 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–69.00 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–69.00 h	-1.00000–1.00000 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	-0.38118	-0.38118	9186.90	7366.82	7366.82	True
LW60	0.17	-0.16559	-0.16559	9186.90	8138.30	8138.30	True
LW60	0.33	-0.09280	-0.09280	9186.90	8398.80	8398.80	True
LW60	0.50	-0.03680	-0.03680	9186.90	8599.20	8599.20	True
LW60	0.67	0.01113	0.01113	9186.90	8770.70	8770.70	True
LW60	0.83	0.04904	0.04904	9186.90	8906.36	8906.36	True
LW60	1.00	0.06942	0.06942	9186.90	8979.30	8979.30	True
LW60	1.17	0.08420	0.08420	9186.90	9032.20	9032.20	True
LW60	1.33	0.10200	0.10200	9186.90	9095.90	9095.90	True
LW60	1.50	0.11550	0.11550	9186.90	9144.20	9144.20	True
LW60	1.67	0.12545	0.12545	9186.90	9179.80	9179.80	True
LW60	1.83	0.12942	0.12942	9186.90	9194.00	9194.00	True
LW60	2.00	0.13333	0.13333	9186.90	9208.00	9208.00	True
LW60	2.17	0.13808	0.13808	9186.90	9225.00	9225.00	True
LW60	2.33	0.14127	0.14127	9186.90	9236.40	9236.40	True
LW60	2.50	0.14213	0.14213	9186.90	9239.50	9239.50	True
LW60	2.67	0.14255	0.14255	9186.90	9241.00	9241.00	True
LW60	2.83	0.14316	0.14316	9186.90	9243.18	9243.18	True
LW60	3.00	0.14255	0.14255	9186.90	9241.00	9241.00	True
LW60	3.17	0.14261	0.14261	9186.90	9241.20	9241.20	True
LW60	3.33	0.14261	0.14261	9186.90	9241.20	9241.20	True
LW60	3.50	0.14261	0.14261	9186.90	9241.20	9241.20	True
LW60	3.67	0.14261	0.14261	9186.90	9241.20	9241.20	True
LW60	3.83	0.14255	0.14255	9186.90	9241.00	9241.00	True
LW60	4.00	0.14266	0.14266	9186.90	9241.40	9241.40	True
LW60	4.17	0.14224	0.14224	9186.90	9239.90	9239.90	True
LW60	4.33	0.14322	0.14322	9186.90	9243.40	9243.40	True
LW60	4.50	0.14406	0.14406	9186.90	9246.40	9246.40	True
LW60	4.67	0.15004	0.15004	9186.90	9267.80	9267.80	True
LW60	4.83	0.15734	0.15734	9186.90	9293.91	9293.91	True
LW60	5.00	0.16334	0.16334	9186.90	9315.40	9315.40	True
LW60	5.17	0.16876	0.16876	9186.90	9334.80	9334.80	True
LW60	5.33	0.17692	0.17692	9186.90	9364.00	9364.00	True
LW60	5.50	0.18693	0.18693	9186.90	9399.80	9399.80	True
LW60	5.67	0.19699	0.19699	9186.90	9435.80	9435.80	True
LW60	5.83	0.20779	0.20779	9186.90	9474.45	9474.45	True
LW60	6.00	0.21845	0.21845	9186.90	9512.60	9512.60	True
LW60	6.17	0.22706	0.22706	9186.90	9543.40	9543.40	True
LW60	6.33	0.23393	0.23393	9186.90	9568.00	9568.00	True
LW60	6.50	0.24181	0.24181	9186.90	9596.20	9596.20	True
LW60	6.67	0.24388	0.24388	9186.90	9603.60	9603.60	True
LW60	6.83	0.24808	0.24808	9186.90	9618.64	9618.64	True
LW60	7.00	0.24852	0.24852	9186.90	9620.20	9620.20	True
LW60	7.17	0.24790	0.24790	9186.90	9618.00	9618.00	True
LW60	7.33	0.24986	0.24986	9186.90	9625.00	9625.00	True
LW60	7.50	0.24991	0.24991	9186.90	9625.20	9625.20	True
LW60	7.67	0.25187	0.25187	9186.90	9632.20	9632.20	True
LW60	7.83	0.25667	0.25667	9186.90	9649.36	9649.36	True
LW60	8.00	0.26059	0.26059	9186.90	9663.40	9663.40	True
LW60	8.17	0.26746	0.26746	9186.90	9688.00	9688.00	True
LW60	8.33	0.27618	0.27618	9186.90	9719.20	9719.20	True
LW60	8.50	0.28613	0.28613	9186.90	9754.80	9754.80	True
LW60	8.67	0.29949	0.29949	9186.90	9802.60	9802.60	True
LW60	8.83	0.31888	0.31888	9186.90	9872.00	9872.00	True
LW60	9.00	0.33671	0.33671	9186.90	9935.80	9935.80	True
LW60	9.17	0.35487	0.35487	9186.90	10000.80	10000.80	True
LW60	9.33	0.37449	0.37449	9186.90	10071.00	10071.00	True
LW60	9.50	0.39629	0.39629	9186.90	10149.00	10149.00	True
LW60	9.67	0.41649	0.41649	9186.90	10221.30	10221.30	True
LW60	9.83	0.43338	0.43338	9186.90	10281.73	10281.73	True
LW60	10.00	0.45125	0.45125	9186.90	10345.70	10345.70	True
LW60	10.17	0.46699	0.46699	9186.90	10402.00	10402.00	True
LW60	10.33	0.47797	0.47797	9186.90	10441.30	10441.30	True
LW60	10.50	0.49010	0.49010	9186.90	10484.70	10484.70	True
LW60	10.67	0.50111	0.50111	9186.90	10524.10	10524.10	True
LW60	10.83	0.50923	0.50923	9186.90	10553.18	10553.18	True
LW60	11.00	0.51698	0.51698	9186.90	10580.90	10580.90	True
LW60	11.17	0.52768	0.52768	9186.90	10619.20	10619.20	True
LW60	11.33	0.53450	0.53450	9186.90	10643.60	10643.60	True
LW60	11.50	0.53853	0.53853	9186.90	10658.00	10658.00	True
LW60	11.67	0.54467	0.54467	9186.90	10680.00	10680.00	True
LW60	11.83	0.55323	0.55323	9186.90	10710.64	10710.64	True
LW60	12.00	0.55837	0.55837	9186.90	10729.00	10729.00	True
LW60	12.17	0.56203	0.56203	9186.90	10742.10	10742.10	True
LW60	12.33	0.57091	0.57091	9186.90	10773.90	10773.90	True
LW60	12.50	0.57586	0.57586	9186.90	10791.60	10791.60	True
LW60	12.67	0.58433	0.58433	9186.90	10821.91	10821.91	True
LW60	12.83	0.59011	0.59011	9186.90	10842.60	10842.60	True
LW60	13.00	0.59475	0.59475	9186.90	10859.20	10859.20	True
LW60	13.17	0.60048	0.60048	9186.90	10879.70	10879.70	True
LW65	0.00	-0.54688	-0.54688	9378.23	7066.55	7066.55	True
LW65	0.17	-0.24631	-0.24631	9378.23	7977.30	7977.30	True
LW65	0.33	-0.13434	-0.13434	9378.23	8316.60	8316.60	True
LW65	0.50	-0.05197	-0.05197	9378.23	8566.20	8566.20	True
LW65	0.67	0.01635	0.01635	9378.23	8773.20	8773.20	True
LW65	0.83	0.06668	0.06668	9378.23	8925.73	8925.73	True
LW65	1.00	0.10327	0.10327	9378.23	9036.60	9036.60	True
LW65	1.17	0.13004	0.13004	9378.23	9117.70	9117.70	True
LW65	1.33	0.16294	0.16294	9378.23	9217.40	9217.40	True
LW65	1.50	0.18835	0.18835	9378.23	9294.40	9294.40	True
LW65	1.67	0.20802	0.20802	9378.23	9354.00	9354.00	True
LW65	1.83	0.22401	0.22401	9378.23	9402.45	9402.45	True
LW65	2.00	0.23812	0.23812	9378.23	9445.20	9445.20	True
LW65	2.17	0.25330	0.25330	9378.23	9491.20	9491.20	True
LW65	2.33	0.26347	0.26347	9378.23	9522.00	9522.00	True
LW65	2.50	0.27317	0.27317	9378.23	9551.40	9551.40	True
LW65	2.67	0.28558	0.28558	9378.23	9589.00	9589.00	True
LW65	2.83	0.29530	0.29530	9378.23	9618.45	9618.45	True
LW65	3.00	0.30142	0.30142	9378.23	9637.00	9637.00	True
LW65	3.17	0.30782	0.30782	9378.23	9656.40	9656.40	True
LW65	3.33	0.31336	0.31336	9378.23	9673.20	9673.20	True
LW65	3.50	0.32049	0.32049	9378.23	9694.80	9694.80	True
LW65	3.67	0.32762	0.32762	9378.23	9716.40	9716.40	True
LW65	3.83	0.33202	0.33202	9378.23	9729.73	9729.73	True
LW65	4.00	0.33878	0.33878	9378.23	9750.20	9750.20	True
LW65	4.17	0.34538	0.34538	9378.23	9770.20	9770.20	True
LW65	4.33	0.35211	0.35211	9378.23	9790.60	9790.60	True
LW65	4.50	0.35868	0.35868	9378.23	9810.50	9810.50	True
LW65	4.67	0.36653	0.36653	9378.23	9834.30	9834.30	True
LW65	4.83	0.38284	0.38284	9378.23	9883.73	9883.73	True
LW65	5.00	0.39758	0.39758	9378.23	9928.40	9928.40	True
LW65	5.17	0.40953	0.40953	9378.23	9964.60	9964.60	True
LW65	5.33	0.42415	0.42415	9378.23	10008.90	10008.90	True
LW65	5.50	0.44319	0.44319	9378.23	10066.60	10066.60	True
LW65	5.67	0.46323	0.46323	9378.23	10127.30	10127.30	True
LW65	5.83	0.48350	0.48350	9378.23	10188.73	10188.73	True
LW65	6.00	0.50167	0.50167	9378.23	10243.80	10243.80	True
LW65	6.17	0.51675	0.51675	9378.23	10289.50	10289.50	True
LW65	6.33	0.52745	0.52745	9378.23	10321.90	10321.90	True
LW65	6.50	0.54250	0.54250	9378.23	10367.50	10367.50	True
LW65	6.67	0.55058	0.55058	9378.23	10392.00	10392.00	True
LW65	6.83	0.55670	0.55670	9378.23	10410.55	10410.55	True
LW65	7.00	0.56114	0.56114	9378.23	10424.00	10424.00	True
LW65	7.17	0.56121	0.56121	9378.23	10424.20	10424.20	True
LW65	7.33	0.56352	0.56352	9378.23	10431.20	10431.20	True
LW65	7.50	0.56834	0.56834	9378.23	10445.80	10445.80	True
LW65	7.67	0.56906	0.56906	9378.23	10448.00	10448.00	True
LW65	7.83	0.56921	0.56921	9378.23	10448.45	10448.45	True
LW65	8.00	0.56906	0.56906	9378.23	10448.00	10448.00	True
LW65	8.17	0.56929	0.56929	9378.23	10448.70	10448.70	True
LW65	8.33	0.56929	0.56929	9378.23	10448.70	10448.70	True
LW65	8.50	0.57550	0.57550	9378.23	10467.50	10467.50	True
LW65	8.67	0.57946	0.57946	9378.23	10479.50	10479.50	True
LW65	8.83	0.58811	0.58811	9378.23	10505.73	10505.73	True
LW65	9.00	0.59167	0.59167	9378.23	10516.50	10516.50	True
LW65	9.17	0.59728	0.59728	9378.23	10533.50	10533.50	True
LW65	9.33	0.60457	0.60457	9378.23	10555.60	10555.60	True
LW65	9.50	0.61187	0.61187	9378.23	10577.70	10577.70	True
LW65	9.67	0.61837	0.61837	9378.23	10597.40	10597.40	True
LW65	9.83	0.62406	0.62406	9378.23	10614.64	10614.64	True
LW65	10.00	0.63111	0.63111	9378.23	10636.00	10636.00	True
LW65	10.17	0.63764	0.63764	9378.23	10655.80	10655.80	True
LW65	10.33	0.64262	0.64262	9378.23	10670.90	10670.90	True
LW65	10.50	0.64969	0.64969	9378.23	10692.30	10692.30	True
LW65	10.67	0.65477	0.65477	9378.23	10707.70	10707.70	True
LW65	10.83	0.65736	0.65736	9378.23	10715.55	10715.55	True
LW65	11.00	0.65972	0.65972	9378.23	10722.70	10722.70	True
LW65	11.17	0.66751	0.66751	9378.23	10746.30	10746.30	True
LW65	11.33	0.66922	0.66922	9378.23	10751.50	10751.50	True
LW65	11.50	0.67236	0.67236	9378.23	10761.00	10761.00	True
LW65	11.67	0.67483	0.67483	9378.23	10768.50	10768.50	True
LW65	11.83	0.68013	0.68013	9378.23	10784.55	10784.55	True
LW65	12.00	0.68543	0.68543	9378.23	10800.60	10800.60	True
LW65	12.17	0.68417	0.68417	9378.23	10796.80	10796.80	True
LW65	12.33	0.68958	0.68958	9378.23	10813.20	10813.20	True
LW65	12.50	0.69044	0.69044	9378.23	10815.80	10815.80	True
LW65	12.67	0.69693	0.69693	9378.23	10835.45	10835.45	True
LW65	12.83	0.70246	0.70246	9378.23	10852.20	10852.20	True
LW65	13.00	0.70397	0.70397	9378.23	10856.80	10856.80	True
LW65	13.17	0.70744	0.70744	9378.23	10867.30	10867.30	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