2026-04-01 A3.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 gordonii
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Streptococcus gordonii | Run: 2026-04-01 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	2026-04-01 inc4	Run date	2026-04-01
Media	LB	Incubator	inc4
Well file	2026-04-01 A3.xlsx	Well ID	A3
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	10.22183	2.0-42.0 h
LW60	end_norm	0.36887	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.37000	2.0-42.0 h
LW60	max_norm	0.37000	2.0-42.0 h
LW60	min_norm	-0.00325	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	0.00861	2.0-42.0 h
LW61	auc_norm	33.10187	2.0-42.0 h
LW61	end_norm	1.42968	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	1.46401	2.0-42.0 h
LW61	max_norm	1.46401	2.0-42.0 h
LW61	min_norm	0.02261	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	0.03640	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	0.01660	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	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	0.03693	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.00000	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-9.48534	2.0-42.0 h
LW64	end_norm	-0.27089	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.35585	2.0-42.0 h
LW64	max_norm	0.00193	2.0-42.0 h
LW64	min_norm	-0.35585	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	-0.00785	2.0-42.0 h
LW65	auc_norm	4.39689	2.0-42.0 h
LW65	end_norm	0.15492	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.15776	2.0-42.0 h
LW65	max_norm	0.15776	2.0-42.0 h
LW65	min_norm	0.00447	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	0.00355	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 540 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	26697.37273	576.40001	Ready
LW65	5	8219.36545	276.24799	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	0.00–67.83 h	5231.72–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	5231.72–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	5231.72–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 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	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 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	-0.68158	-0.68158	26855.00	19789.64	19789.64	True
LW60	0.17	-0.20363	-0.20363	26855.00	24633.60	24633.60	True
LW60	0.33	-0.09146	-0.09146	26855.00	25770.40	25770.40	True
LW60	0.50	-0.01864	-0.01864	26855.00	26508.50	26508.50	True
LW60	0.67	0.02572	0.02572	26855.00	26958.00	26958.00	True
LW60	0.83	0.04085	0.04085	26855.00	27111.36	27111.36	True
LW60	1.00	0.04354	0.04354	26855.00	27138.60	27138.60	True
LW60	1.17	0.03845	0.03845	26855.00	27087.10	27087.10	True
LW60	1.33	0.03144	0.03144	26855.00	27016.00	27016.00	True
LW60	1.50	0.02669	0.02669	26855.00	26967.90	26967.90	True
LW60	1.67	0.01650	0.01650	26855.00	26864.60	26864.60	True
LW60	1.83	0.01082	0.01082	26855.00	26807.00	26807.00	True
LW60	2.00	0.01461	0.01461	26855.00	26845.40	26845.40	True
LW60	2.17	0.01713	0.01713	26855.00	26871.00	26871.00	True
LW60	2.33	0.01366	0.01366	26855.00	26835.80	26835.80	True
LW60	2.50	0.00918	0.00918	26855.00	26790.40	26790.40	True
LW60	2.67	0.00693	0.00693	26855.00	26767.60	26767.60	True
LW60	2.83	0.00815	0.00815	26855.00	26780.00	26780.00	True
LW60	3.00	0.00821	0.00821	26855.00	26780.60	26780.60	True
LW60	3.17	0.01017	0.01017	26855.00	26800.40	26800.40	True
LW60	3.33	0.01082	0.01082	26855.00	26807.00	26807.00	True
LW60	3.50	0.01049	0.01049	26855.00	26803.70	26803.70	True
LW60	3.67	0.01082	0.01082	26855.00	26807.00	26807.00	True
LW60	3.83	0.01168	0.01168	26855.00	26815.73	26815.73	True
LW60	4.00	0.01461	0.01461	26855.00	26845.40	26845.40	True
LW60	4.17	0.01713	0.01713	26855.00	26871.00	26871.00	True
LW60	4.33	0.01776	0.01776	26855.00	26877.40	26877.40	True
LW60	4.50	0.01934	0.01934	26855.00	26893.40	26893.40	True
LW60	4.67	0.01745	0.01745	26855.00	26874.20	26874.20	True
LW60	4.83	0.01684	0.01684	26855.00	26868.09	26868.09	True
LW60	5.00	0.01682	0.01682	26855.00	26867.80	26867.80	True
LW60	5.17	0.01713	0.01713	26855.00	26871.00	26871.00	True
LW60	5.33	0.01713	0.01713	26855.00	26871.00	26871.00	True
LW60	5.50	0.01871	0.01871	26855.00	26887.00	26887.00	True
LW60	5.67	0.02092	0.02092	26855.00	26909.40	26909.40	True
LW60	5.83	0.02374	0.02374	26855.00	26938.00	26938.00	True
LW60	6.00	0.02828	0.02828	26855.00	26984.00	26984.00	True
LW60	6.17	0.03428	0.03428	26855.00	27044.80	27044.80	True
LW60	6.33	0.04259	0.04259	26855.00	27129.00	27129.00	True
LW60	6.50	0.05344	0.05344	26855.00	27239.00	27239.00	True
LW60	6.67	0.06686	0.06686	26855.00	27375.00	27375.00	True
LW60	6.83	0.08769	0.08769	26855.00	27586.09	27586.09	True
LW60	7.00	0.11088	0.11088	26855.00	27821.10	27821.10	True
LW60	7.17	0.13803	0.13803	26855.00	28096.30	28096.30	True
LW60	7.33	0.16755	0.16755	26855.00	28395.50	28395.50	True
LW60	7.50	0.20247	0.20247	26855.00	28749.40	28749.40	True
LW60	7.67	0.24020	0.24020	26855.00	29131.80	29131.80	True
LW60	7.83	0.27983	0.27983	26855.00	29533.36	29533.36	True
LW60	8.00	0.31468	0.31468	26855.00	29886.60	29886.60	True
LW60	8.17	0.34439	0.34439	26855.00	30187.70	30187.70	True
LW60	8.33	0.37357	0.37357	26855.00	30483.40	30483.40	True
LW60	8.50	0.39710	0.39710	26855.00	30721.90	30721.90	True
LW60	8.67	0.41906	0.41906	26855.00	30944.50	30944.50	True
LW60	8.83	0.43642	0.43642	26855.00	31120.45	31120.45	True
LW60	9.00	0.45471	0.45471	26855.00	31305.80	31305.80	True
LW60	9.17	0.46865	0.46865	26855.00	31447.10	31447.10	True
LW60	9.33	0.48469	0.48469	26855.00	31609.60	31609.60	True
LW60	9.50	0.49735	0.49735	26855.00	31737.90	31737.90	True
LW60	9.67	0.51518	0.51518	26855.00	31918.60	31918.60	True
LW60	9.83	0.52742	0.52742	26855.00	32042.73	32042.73	True
LW60	10.00	0.53653	0.53653	26855.00	32135.00	32135.00	True
LW60	10.17	0.54620	0.54620	26855.00	32233.00	32233.00	True
LW60	10.33	0.56312	0.56312	26855.00	32404.50	32404.50	True
LW60	10.50	0.57003	0.57003	26855.00	32474.50	32474.50	True
LW60	10.67	0.58039	0.58039	26855.00	32579.50	32579.50	True
LW60	10.83	0.58744	0.58744	26855.00	32651.00	32651.00	True
LW60	11.00	0.60092	0.60092	26855.00	32787.60	32787.60	True
LW60	11.17	0.59603	0.59603	26855.00	32738.00	32738.00	True
LW60	11.33	0.60232	0.60232	26855.00	32801.80	32801.80	True
LW60	11.50	0.60891	0.60891	26855.00	32868.60	32868.60	True
LW60	11.67	0.61660	0.61660	26855.00	32946.50	32946.50	True
LW60	11.83	0.62228	0.62228	26855.00	33004.09	33004.09	True
LW60	12.00	0.62984	0.62984	26855.00	33080.70	33080.70	True
LW60	12.17	0.63685	0.63685	26855.00	33151.70	33151.70	True
LW60	12.33	0.64245	0.64245	26855.00	33208.50	33208.50	True
LW60	12.50	0.64699	0.64699	26855.00	33254.50	33254.50	True
LW60	12.67	0.65296	0.65296	26855.00	33315.00	33315.00	True
LW60	12.83	0.65980	0.65980	26855.00	33384.36	33384.36	True
LW60	13.00	0.66491	0.66491	26855.00	33436.10	33436.10	True
LW60	13.17	0.66875	0.66875	26855.00	33475.00	33475.00	True
LW65	0.00	-1.00000	-1.00000	8525.09	5620.00	5620.00	True
LW65	0.17	-0.34988	-0.34988	8525.09	7309.90	7309.90	True
LW65	0.33	-0.16399	-0.16399	8525.09	7793.10	7793.10	True
LW65	0.50	-0.04296	-0.04296	8525.09	8107.70	8107.70	True
LW65	0.67	0.03268	0.03268	8525.09	8304.30	8304.30	True
LW65	0.83	0.07747	0.07747	8525.09	8420.73	8420.73	True
LW65	1.00	0.09681	0.09681	8525.09	8471.00	8471.00	True
LW65	1.17	0.10585	0.10585	8525.09	8494.50	8494.50	True
LW65	1.33	0.11027	0.11027	8525.09	8506.00	8506.00	True
LW65	1.50	0.11396	0.11396	8525.09	8515.60	8515.60	True
LW65	1.67	0.11489	0.11489	8525.09	8518.00	8518.00	True
LW65	1.83	0.12034	0.12034	8525.09	8532.18	8532.18	True
LW65	2.00	0.13228	0.13228	8525.09	8563.20	8563.20	True
LW65	2.17	0.14220	0.14220	8525.09	8589.00	8589.00	True
LW65	2.33	0.13943	0.13943	8525.09	8581.80	8581.80	True
LW65	2.50	0.14128	0.14128	8525.09	8586.60	8586.60	True
LW65	2.67	0.14682	0.14682	8525.09	8601.00	8601.00	True
LW65	2.83	0.15406	0.15406	8525.09	8619.82	8619.82	True
LW65	3.00	0.16028	0.16028	8525.09	8636.00	8636.00	True
LW65	3.17	0.16490	0.16490	8525.09	8648.00	8648.00	True
LW65	3.33	0.16675	0.16675	8525.09	8652.80	8652.80	True
LW65	3.50	0.17044	0.17044	8525.09	8662.40	8662.40	True
LW65	3.67	0.17944	0.17944	8525.09	8685.80	8685.80	True
LW65	3.83	0.18802	0.18802	8525.09	8708.09	8708.09	True
LW65	4.00	0.19487	0.19487	8525.09	8725.90	8725.90	True
LW65	4.17	0.20110	0.20110	8525.09	8742.10	8742.10	True
LW65	4.33	0.21030	0.21030	8525.09	8766.00	8766.00	True
LW65	4.50	0.21307	0.21307	8525.09	8773.20	8773.20	True
LW65	4.67	0.21676	0.21676	8525.09	8782.80	8782.80	True
LW65	4.83	0.21953	0.21953	8525.09	8790.00	8790.00	True
LW65	5.00	0.21861	0.21861	8525.09	8787.60	8787.60	True
LW65	5.17	0.22041	0.22041	8525.09	8792.30	8792.30	True
LW65	5.33	0.22130	0.22130	8525.09	8794.60	8794.60	True
LW65	5.50	0.22041	0.22041	8525.09	8792.30	8792.30	True
LW65	5.67	0.22307	0.22307	8525.09	8799.20	8799.20	True
LW65	5.83	0.22435	0.22435	8525.09	8802.55	8802.55	True
LW65	6.00	0.22661	0.22661	8525.09	8808.40	8808.40	True
LW65	6.17	0.22838	0.22838	8525.09	8813.00	8813.00	True
LW65	6.33	0.22838	0.22838	8525.09	8813.00	8813.00	True
LW65	6.50	0.22838	0.22838	8525.09	8813.00	8813.00	True
LW65	6.67	0.23299	0.23299	8525.09	8825.00	8825.00	True
LW65	6.83	0.23845	0.23845	8525.09	8839.18	8839.18	True
LW65	7.00	0.24500	0.24500	8525.09	8856.20	8856.20	True
LW65	7.17	0.24684	0.24684	8525.09	8861.00	8861.00	True
LW65	7.33	0.25146	0.25146	8525.09	8873.00	8873.00	True
LW65	7.50	0.25696	0.25696	8525.09	8887.30	8887.30	True
LW65	7.67	0.26492	0.26492	8525.09	8908.00	8908.00	True
LW65	7.83	0.27332	0.27332	8525.09	8929.82	8929.82	True
LW65	8.00	0.27877	0.27877	8525.09	8944.00	8944.00	True
LW65	8.17	0.28604	0.28604	8525.09	8962.90	8962.90	True
LW65	8.33	0.29224	0.29224	8525.09	8979.00	8979.00	True
LW65	8.50	0.30055	0.30055	8525.09	9000.60	9000.60	True
LW65	8.67	0.30978	0.30978	8525.09	9024.60	9024.60	True
LW65	8.83	0.31322	0.31322	8525.09	9033.55	9033.55	True
LW65	9.00	0.31994	0.31994	8525.09	9051.00	9051.00	True
LW65	9.17	0.31994	0.31994	8525.09	9051.00	9051.00	True
LW65	9.33	0.32363	0.32363	8525.09	9060.60	9060.60	True
LW65	9.50	0.32917	0.32917	8525.09	9075.00	9075.00	True
LW65	9.67	0.33183	0.33183	8525.09	9081.90	9081.90	True
LW65	9.83	0.33970	0.33970	8525.09	9102.36	9102.36	True
LW65	10.00	0.34818	0.34818	8525.09	9124.40	9124.40	True
LW65	10.17	0.35279	0.35279	8525.09	9136.40	9136.40	True
LW65	10.33	0.35925	0.35925	8525.09	9153.20	9153.20	True
LW65	10.50	0.36572	0.36572	8525.09	9170.00	9170.00	True
LW65	10.67	0.37491	0.37491	8525.09	9193.90	9193.90	True
LW65	10.83	0.37576	0.37576	8525.09	9196.09	9196.09	True
LW65	11.00	0.38380	0.38380	8525.09	9217.00	9217.00	True
LW65	11.17	0.38472	0.38472	8525.09	9219.40	9219.40	True
LW65	11.33	0.39119	0.39119	8525.09	9236.20	9236.20	True
LW65	11.50	0.38934	0.38934	8525.09	9231.40	9231.40	True
LW65	11.67	0.39303	0.39303	8525.09	9241.00	9241.00	True
LW65	11.83	0.39303	0.39303	8525.09	9241.00	9241.00	True
LW65	12.00	0.39580	0.39580	8525.09	9248.20	9248.20	True
LW65	12.17	0.40042	0.40042	8525.09	9260.20	9260.20	True
LW65	12.33	0.40596	0.40596	8525.09	9274.60	9274.60	True
LW65	12.50	0.41150	0.41150	8525.09	9289.00	9289.00	True
LW65	12.67	0.41796	0.41796	8525.09	9305.80	9305.80	True
LW65	12.83	0.41989	0.41989	8525.09	9310.82	9310.82	True
LW65	13.00	0.42165	0.42165	8525.09	9315.40	9315.40	True
LW65	13.17	0.42904	0.42904	8525.09	9334.60	9334.60	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