2026-04-01 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: Serratia marcescens subsp. marcescens
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Serratia marcescens subsp. marcescens | Run: 2026-04-01 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	2026-04-01 inc5	Run date	2026-04-01
Media	LB	Incubator	inc5
Well file	2026-04-01 C2.xlsx	Well ID	C2
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 13880	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	7.30669	2.0-42.0 h
LW60	end_norm	0.23651	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.23651	2.0-42.0 h
LW60	max_norm	0.23651	2.0-42.0 h
LW60	min_norm	0.00194	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	0.00419	2.0-42.0 h
LW61	auc_norm	31.81509	2.0-42.0 h
LW61	end_norm	1.16160	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	1.16196	2.0-42.0 h
LW61	max_norm	1.16196	2.0-42.0 h
LW61	min_norm	0.02254	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	0.02661	2.0-42.0 h
LW62	auc_norm	-11.49641	2.0-42.0 h
LW62	end_norm	-0.38679	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.51239	2.0-42.0 h
LW62	max_norm	-0.00289	2.0-42.0 h
LW62	min_norm	-0.51239	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	-0.00636	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	0.23444	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-8.28758	2.0-42.0 h
LW64	end_norm	-0.02950	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.41697	2.0-42.0 h
LW64	max_norm	-0.02950	2.0-42.0 h
LW64	min_norm	-0.41697	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	0.00655	2.0-42.0 h
LW65	auc_norm	2.93989	2.0-42.0 h
LW65	end_norm	0.04823	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.16226	2.0-42.0 h
LW65	max_norm	0.16226	2.0-42.0 h
LW65	min_norm	-0.01239	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	-0.00097	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	8487.04909	70.94665	Ready
LW65	5	5156.22000	70.19788	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	4154.73–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	4154.73–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	4154.73–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	4154.73–48539.60 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	-0.70365	-0.70365	8607.27	6938.91	6938.91	True
LW60	0.17	-0.12674	-0.12674	8607.27	8208.20	8208.20	True
LW60	0.33	-0.04893	-0.04893	8607.27	8379.40	8379.40	True
LW60	0.50	-0.01261	-0.01261	8607.27	8459.30	8459.30	True
LW60	0.67	0.00652	0.00652	8607.27	8501.40	8501.40	True
LW60	0.83	0.02250	0.02250	8607.27	8536.55	8536.55	True
LW60	1.00	0.03252	0.03252	8607.27	8558.60	8558.60	True
LW60	1.17	0.04197	0.04197	8607.27	8579.40	8579.40	True
LW60	1.33	0.04961	0.04961	8607.27	8596.20	8596.20	True
LW60	1.50	0.05179	0.05179	8607.27	8601.00	8601.00	True
LW60	1.67	0.05179	0.05179	8607.27	8601.00	8601.00	True
LW60	1.83	0.05749	0.05749	8607.27	8613.55	8613.55	True
LW60	2.00	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	2.17	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	2.33	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	2.50	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	2.67	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	2.83	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	3.00	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	3.17	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	3.33	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	3.50	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	3.67	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	3.83	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	4.00	0.06225	0.06225	8607.27	8624.00	8624.00	True
LW60	4.17	0.07097	0.07097	8607.27	8643.20	8643.20	True
LW60	4.33	0.07315	0.07315	8607.27	8648.00	8648.00	True
LW60	4.50	0.08402	0.08402	8607.27	8671.90	8671.90	True
LW60	4.67	0.09888	0.09888	8607.27	8704.60	8704.60	True
LW60	4.83	0.11993	0.11993	8607.27	8750.91	8750.91	True
LW60	5.00	0.15588	0.15588	8607.27	8830.00	8830.00	True
LW60	5.17	0.20437	0.20437	8607.27	8936.70	8936.70	True
LW60	5.33	0.26705	0.26705	8607.27	9074.60	9074.60	True
LW60	5.50	0.33850	0.33850	8607.27	9231.80	9231.80	True
LW60	5.67	0.42668	0.42668	8607.27	9425.80	9425.80	True
LW60	5.83	0.52614	0.52614	8607.27	9644.64	9644.64	True
LW60	6.00	0.61003	0.61003	8607.27	9829.20	9829.20	True
LW60	6.17	0.67048	0.67048	8607.27	9962.20	9962.20	True
LW60	6.33	0.71556	0.71556	8607.27	10061.40	10061.40	True
LW60	6.50	0.75302	0.75302	8607.27	10143.80	10143.80	True
LW60	6.67	0.78042	0.78042	8607.27	10204.10	10204.10	True
LW60	6.83	0.79769	0.79769	8607.27	10242.09	10242.09	True
LW60	7.00	0.81697	0.81697	8607.27	10284.50	10284.50	True
LW60	7.17	0.82492	0.82492	8607.27	10302.00	10302.00	True
LW60	7.33	0.83365	0.83365	8607.27	10321.20	10321.20	True
LW60	7.50	0.83474	0.83474	8607.27	10323.60	10323.60	True
LW60	7.67	0.83583	0.83583	8607.27	10326.00	10326.00	True
LW60	7.83	0.83087	0.83087	8607.27	10315.09	10315.09	True
LW60	8.00	0.82601	0.82601	8607.27	10304.40	10304.40	True
LW60	8.17	0.81583	0.81583	8607.27	10282.00	10282.00	True
LW60	8.33	0.80374	0.80374	8607.27	10255.40	10255.40	True
LW60	8.50	0.79174	0.79174	8607.27	10229.00	10229.00	True
LW60	8.67	0.78038	0.78038	8607.27	10204.00	10204.00	True
LW60	8.83	0.77145	0.77145	8607.27	10184.36	10184.36	True
LW60	9.00	0.75747	0.75747	8607.27	10153.60	10153.60	True
LW60	9.17	0.74765	0.74765	8607.27	10132.00	10132.00	True
LW60	9.33	0.73856	0.73856	8607.27	10112.00	10112.00	True
LW60	9.50	0.72975	0.72975	8607.27	10092.60	10092.60	True
LW60	9.67	0.72211	0.72211	8607.27	10075.80	10075.80	True
LW60	9.83	0.71447	0.71447	8607.27	10059.00	10059.00	True
LW60	10.00	0.71120	0.71120	8607.27	10051.80	10051.80	True
LW60	10.17	0.70357	0.70357	8607.27	10035.00	10035.00	True
LW60	10.33	0.70138	0.70138	8607.27	10030.20	10030.20	True
LW60	10.50	0.69266	0.69266	8607.27	10011.00	10011.00	True
LW60	10.67	0.69266	0.69266	8607.27	10011.00	10011.00	True
LW60	10.83	0.68543	0.68543	8607.27	9995.09	9995.09	True
LW60	11.00	0.68129	0.68129	8607.27	9986.00	9986.00	True
LW60	11.17	0.67693	0.67693	8607.27	9976.40	9976.40	True
LW60	11.33	0.67039	0.67039	8607.27	9962.00	9962.00	True
LW60	11.50	0.67039	0.67039	8607.27	9962.00	9962.00	True
LW60	11.67	0.66602	0.66602	8607.27	9952.40	9952.40	True
LW60	11.83	0.66047	0.66047	8607.27	9940.18	9940.18	True
LW60	12.00	0.65948	0.65948	8607.27	9938.00	9938.00	True
LW60	12.17	0.65948	0.65948	8607.27	9938.00	9938.00	True
LW60	12.33	0.65948	0.65948	8607.27	9938.00	9938.00	True
LW60	12.50	0.65948	0.65948	8607.27	9938.00	9938.00	True
LW60	12.67	0.65948	0.65948	8607.27	9938.00	9938.00	True
LW60	12.83	0.66146	0.66146	8607.27	9942.36	9942.36	True
LW60	13.00	0.66602	0.66602	8607.27	9952.40	9952.40	True
LW60	13.17	0.66384	0.66384	8607.27	9947.60	9947.60	True
LW65	0.00	-1.00000	-1.00000	5238.91	4154.73	4154.73	True
LW65	0.17	-0.33891	-0.33891	5238.91	4816.80	4816.80	True
LW65	0.33	-0.11215	-0.11215	5238.91	5043.90	5043.90	True
LW65	0.50	-0.02179	-0.02179	5238.91	5134.40	5134.40	True
LW65	0.67	0.02654	0.02654	5238.91	5182.80	5182.80	True
LW65	0.83	0.04571	0.04571	5238.91	5202.00	5202.00	True
LW65	1.00	0.06169	0.06169	5238.91	5218.00	5218.00	True
LW65	1.17	0.07547	0.07547	5238.91	5231.80	5231.80	True
LW65	1.33	0.08465	0.08465	5238.91	5241.00	5241.00	True
LW65	1.50	0.08465	0.08465	5238.91	5241.00	5241.00	True
LW65	1.67	0.08465	0.08465	5238.91	5241.00	5241.00	True
LW65	1.83	0.08048	0.08048	5238.91	5236.82	5236.82	True
LW65	2.00	0.08006	0.08006	5238.91	5236.40	5236.40	True
LW65	2.17	0.06398	0.06398	5238.91	5220.30	5220.30	True
LW65	2.33	0.06169	0.06169	5238.91	5218.00	5218.00	True
LW65	2.50	0.06169	0.06169	5238.91	5218.00	5218.00	True
LW65	2.67	0.05729	0.05729	5238.91	5213.60	5213.60	True
LW65	2.83	0.05170	0.05170	5238.91	5208.00	5208.00	True
LW65	3.00	0.04631	0.04631	5238.91	5202.60	5202.60	True
LW65	3.17	0.04192	0.04192	5238.91	5198.20	5198.20	True
LW65	3.33	0.03972	0.03972	5238.91	5196.00	5196.00	True
LW65	3.50	0.03972	0.03972	5238.91	5196.00	5196.00	True
LW65	3.67	0.03972	0.03972	5238.91	5196.00	5196.00	True
LW65	3.83	0.02374	0.02374	5238.91	5180.00	5180.00	True
LW65	4.00	0.01775	0.01775	5238.91	5174.00	5174.00	True
LW65	4.17	0.01775	0.01775	5238.91	5174.00	5174.00	True
LW65	4.33	0.01775	0.01775	5238.91	5174.00	5174.00	True
LW65	4.50	0.01775	0.01775	5238.91	5174.00	5174.00	True
LW65	4.67	0.03093	0.03093	5238.91	5187.20	5187.20	True
LW65	4.83	0.05170	0.05170	5238.91	5208.00	5208.00	True
LW65	5.00	0.08226	0.08226	5238.91	5238.60	5238.60	True
LW65	5.17	0.13957	0.13957	5238.91	5296.00	5296.00	True
LW65	5.33	0.22155	0.22155	5238.91	5378.10	5378.10	True
LW65	5.50	0.32569	0.32569	5238.91	5482.40	5482.40	True
LW65	5.67	0.45929	0.45929	5238.91	5616.20	5616.20	True
LW65	5.83	0.60551	0.60551	5238.91	5762.64	5762.64	True
LW65	6.00	0.72040	0.72040	5238.91	5877.70	5877.70	True
LW65	6.17	0.79919	0.79919	5238.91	5956.60	5956.60	True
LW65	6.33	0.84402	0.84402	5238.91	6001.50	6001.50	True
LW65	6.50	0.88216	0.88216	5238.91	6039.70	6039.70	True
LW65	6.67	0.91162	0.91162	5238.91	6069.20	6069.20	True
LW65	6.83	0.92939	0.92939	5238.91	6087.00	6087.00	True
LW65	7.00	0.93139	0.93139	5238.91	6089.00	6089.00	True
LW65	7.17	0.93139	0.93139	5238.91	6089.00	6089.00	True
LW65	7.33	0.93139	0.93139	5238.91	6089.00	6089.00	True
LW65	7.50	0.93139	0.93139	5238.91	6089.00	6089.00	True
LW65	7.67	0.92919	0.92919	5238.91	6086.80	6086.80	True
LW65	7.83	0.93139	0.93139	5238.91	6089.00	6089.00	True
LW65	8.00	0.91382	0.91382	5238.91	6071.40	6071.40	True
LW65	8.17	0.90942	0.90942	5238.91	6067.00	6067.00	True
LW65	8.33	0.89794	0.89794	5238.91	6055.50	6055.50	True
LW65	8.50	0.87547	0.87547	5238.91	6033.00	6033.00	True
LW65	8.67	0.86449	0.86449	5238.91	6022.00	6022.00	True
LW65	8.83	0.85405	0.85405	5238.91	6011.55	6011.55	True
LW65	9.00	0.83933	0.83933	5238.91	5996.80	5996.80	True
LW65	9.17	0.82175	0.82175	5238.91	5979.20	5979.20	True
LW65	9.33	0.81956	0.81956	5238.91	5977.00	5977.00	True
LW65	9.50	0.80118	0.80118	5238.91	5958.60	5958.60	True
LW65	9.67	0.79220	0.79220	5238.91	5949.60	5949.60	True
LW65	9.83	0.77462	0.77462	5238.91	5932.00	5932.00	True
LW65	10.00	0.77462	0.77462	5238.91	5932.00	5932.00	True
LW65	10.17	0.76314	0.76314	5238.91	5920.50	5920.50	True
LW65	10.33	0.74946	0.74946	5238.91	5906.80	5906.80	True
LW65	10.50	0.74946	0.74946	5238.91	5906.80	5906.80	True
LW65	10.67	0.73408	0.73408	5238.91	5891.40	5891.40	True
LW65	10.83	0.72969	0.72969	5238.91	5887.00	5887.00	True
LW65	11.00	0.71821	0.71821	5238.91	5875.50	5875.50	True
LW65	11.17	0.70673	0.70673	5238.91	5864.00	5864.00	True
LW65	11.33	0.70453	0.70453	5238.91	5861.80	5861.80	True
LW65	11.50	0.68695	0.68695	5238.91	5844.20	5844.20	True
LW65	11.67	0.68476	0.68476	5238.91	5842.00	5842.00	True
LW65	11.83	0.67278	0.67278	5238.91	5830.00	5830.00	True
LW65	12.00	0.66279	0.66279	5238.91	5820.00	5820.00	True
LW65	12.17	0.66049	0.66049	5238.91	5817.70	5817.70	True
LW65	12.33	0.64671	0.64671	5238.91	5803.90	5803.90	True
LW65	12.50	0.63982	0.63982	5238.91	5797.00	5797.00	True
LW65	12.67	0.63982	0.63982	5238.91	5797.00	5797.00	True
LW65	12.83	0.63783	0.63783	5238.91	5795.00	5795.00	True
LW65	13.00	0.62225	0.62225	5238.91	5779.40	5779.40	True
LW65	13.17	0.61786	0.61786	5238.91	5775.00	5775.00	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