2026-04-22 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: Erysipelothrix rhusiopathiae
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Erysipelothrix rhusiopathiae | Run: 2026-04-22 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	2026-04-22 inc4	Run date	2026-04-22
Media	FB	Incubator	inc4
Well file	2026-04-22 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	ATCC 19414
Strain source	ATCC 19414	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	1.86146	2.0-42.0 h
LW60	end_norm	0.04657	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.12256	2.0-42.0 h
LW60	max_norm	0.12256	2.0-42.0 h
LW60	min_norm	-0.02439	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	-0.00022	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	0.99959	2.0-42.0 h
LW61	slope_norm		2.0-42.0 h
LW62	auc_norm	-20.14943	2.0-42.0 h
LW62	end_norm	-0.61617	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.61617	2.0-42.0 h
LW62	max_norm	-0.06698	2.0-42.0 h
LW62	min_norm	-0.61617	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	-0.00680	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	1.00000	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	0.88487	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	1.84758	2.0-42.0 h
LW65	end_norm	0.04997	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.08717	2.0-42.0 h
LW65	max_norm	0.08717	2.0-42.0 h
LW65	min_norm	0.00153	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	0.00006	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 536 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	13667.82727	319.55329	Ready
LW65	5	13763.73273	369.08657	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	0.00–44.50 h	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 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	0.00–44.50 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 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	-1.00000	-1.00000	13950.31	8684.73	10754.50	True
LW60	0.17	-0.45578	-0.45578	13950.31	12340.00	12340.00	True
LW60	0.33	-0.17596	-0.17596	13950.31	13155.20	13155.20	True
LW60	0.50	-0.03217	-0.03217	13950.31	13574.10	13574.10	True
LW60	0.67	0.03782	0.03782	13950.31	13778.00	13778.00	True
LW60	0.83	0.07530	0.07530	13950.31	13887.20	13887.20	True
LW60	1.00	0.09501	0.09501	13950.31	13944.64	13944.64	True
LW60	1.17	0.10475	0.10475	13950.31	13973.00	13973.00	True
LW60	1.33	0.10743	0.10743	13950.31	13980.80	13980.80	True
LW60	1.50	0.10743	0.10743	13950.31	13980.80	13980.80	True
LW60	1.67	0.10297	0.10297	13950.31	13967.80	13967.80	True
LW60	1.83	0.09096	0.09096	13950.31	13932.82	13932.82	True
LW60	2.00	0.08690	0.08690	13950.31	13921.00	13921.00	True
LW60	2.17	0.07976	0.07976	13950.31	13900.20	13900.20	True
LW60	2.33	0.07173	0.07173	13950.31	13876.80	13876.80	True
LW60	2.50	0.06995	0.06995	13950.31	13871.60	13871.60	True
LW60	2.67	0.05924	0.05924	13950.31	13840.40	13840.40	True
LW60	2.83	0.05364	0.05364	13950.31	13824.09	13824.09	True
LW60	3.00	0.04674	0.04674	13950.31	13804.00	13804.00	True
LW60	3.17	0.04228	0.04228	13950.31	13791.00	13791.00	True
LW60	3.33	0.03335	0.03335	13950.31	13765.00	13765.00	True
LW60	3.50	0.02711	0.02711	13950.31	13746.80	13746.80	True
LW60	3.67	0.01997	0.01997	13950.31	13726.00	13726.00	True
LW60	3.83	0.00778	0.00778	13950.31	13690.50	13690.50	True
LW60	4.00	0.00611	0.00611	13950.31	13685.64	13685.64	True
LW60	4.17	-0.00379	-0.00379	13950.31	13656.80	13656.80	True
LW60	4.33	-0.01092	-0.01092	13950.31	13636.00	13636.00	True
LW60	4.50	-0.01360	-0.01360	13950.31	13628.20	13628.20	True
LW60	4.67	-0.01985	-0.01985	13950.31	13610.00	13610.00	True
LW60	4.83	-0.01896	-0.01896	13950.31	13612.60	13612.60	True
LW60	5.00	-0.01092	-0.01092	13950.31	13636.00	13636.00	True
LW60	5.17	0.00157	0.00157	13950.31	13672.40	13672.40	True
LW60	5.33	0.02265	0.02265	13950.31	13733.80	13733.80	True
LW60	5.50	0.04317	0.04317	13950.31	13793.60	13793.60	True
LW60	5.67	0.07441	0.07441	13950.31	13884.60	13884.60	True
LW60	5.83	0.10313	0.10313	13950.31	13968.27	13968.27	True
LW60	6.00	0.13599	0.13599	13950.31	14064.00	14064.00	True
LW60	6.17	0.16901	0.16901	13950.31	14160.20	14160.20	True
LW60	6.33	0.20560	0.20560	13950.31	14266.80	14266.80	True
LW60	6.50	0.24243	0.24243	13950.31	14374.10	14374.10	True
LW60	6.67	0.27655	0.27655	13950.31	14473.50	14473.50	True
LW60	6.83	0.31819	0.31819	13950.31	14594.82	14594.82	True
LW60	7.00	0.35858	0.35858	13950.31	14712.50	14712.50	True
LW60	7.17	0.39929	0.39929	13950.31	14831.10	14831.10	True
LW60	7.33	0.43918	0.43918	13950.31	14947.30	14947.30	True
LW60	7.50	0.47550	0.47550	13950.31	15053.10	15053.10	True
LW60	7.67	0.51188	0.51188	13950.31	15159.10	15159.10	True
LW60	7.83	0.54236	0.54236	13950.31	15247.91	15247.91	True
LW60	8.00	0.57298	0.57298	13950.31	15337.10	15337.10	True
LW60	8.17	0.59677	0.59677	13950.31	15406.40	15406.40	True
LW60	8.33	0.61685	0.61685	13950.31	15464.90	15464.90	True
LW60	8.50	0.63425	0.63425	13950.31	15515.60	15515.60	True
LW60	8.67	0.64987	0.64987	13950.31	15561.10	15561.10	True
LW60	8.83	0.66288	0.66288	13950.31	15599.00	15599.00	True
LW60	9.00	0.67362	0.67362	13950.31	15630.30	15630.30	True
LW60	9.17	0.67733	0.67733	13950.31	15641.10	15641.10	True
LW60	9.33	0.68196	0.68196	13950.31	15654.60	15654.60	True
LW60	9.50	0.68381	0.68381	13950.31	15660.00	15660.00	True
LW60	9.67	0.68289	0.68289	13950.31	15657.30	15657.30	True
LW60	9.83	0.68044	0.68044	13950.31	15650.18	15650.18	True
LW60	10.00	0.67547	0.67547	13950.31	15635.70	15635.70	True
LW60	10.17	0.67084	0.67084	13950.31	15622.20	15622.20	True
LW60	10.33	0.66528	0.66528	13950.31	15606.00	15606.00	True
LW60	10.50	0.65992	0.65992	13950.31	15590.40	15590.40	True
LW60	10.67	0.65635	0.65635	13950.31	15580.00	15580.00	True
LW60	10.83	0.64709	0.64709	13950.31	15553.00	15553.00	True
LW60	11.00	0.64245	0.64245	13950.31	15539.50	15539.50	True
LW60	11.17	0.63157	0.63157	13950.31	15507.80	15507.80	True
LW60	11.33	0.62055	0.62055	13950.31	15475.70	15475.70	True
LW60	11.50	0.61221	0.61221	13950.31	15451.40	15451.40	True
LW60	11.67	0.60047	0.60047	13950.31	15417.20	15417.20	True
LW60	11.83	0.58795	0.58795	13950.31	15380.73	15380.73	True
LW60	12.00	0.57576	0.57576	13950.31	15345.20	15345.20	True
LW60	12.17	0.56934	0.56934	13950.31	15326.50	15326.50	True
LW60	12.33	0.55935	0.55935	13950.31	15297.40	15297.40	True
LW60	12.50	0.54744	0.54744	13950.31	15262.70	15262.70	True
LW60	12.67	0.53725	0.53725	13950.31	15233.00	15233.00	True
LW60	12.83	0.52664	0.52664	13950.31	15202.09	15202.09	True
LW60	13.00	0.51548	0.51548	13950.31	15169.60	15169.60	True
LW60	13.17	0.50828	0.50828	13950.31	15148.60	15148.60	True
LW65	0.00			14278.74	10027.91		True
LW65	0.17	-0.74479	-0.74479	14278.74	12211.70	12453.14	True
LW65	0.33	-0.32980	-0.32980	14278.74	13183.40	13183.40	True
LW65	0.50	-0.07117	-0.07117	14278.74	13638.50	13638.50	True
LW65	0.67	0.06425	0.06425	14278.74	13876.80	13876.80	True
LW65	0.83	0.14257	0.14257	14278.74	14014.60	14014.60	True
LW65	1.00	0.19415	0.19415	14278.74	14105.36	14105.36	True
LW65	1.17	0.23713	0.23713	14278.74	14181.00	14181.00	True
LW65	1.33	0.26077	0.26077	14278.74	14222.60	14222.60	True
LW65	1.50	0.27850	0.27850	14278.74	14253.80	14253.80	True
LW65	1.67	0.29180	0.29180	14278.74	14277.20	14277.20	True
LW65	1.83	0.29354	0.29354	14278.74	14280.27	14280.27	True
LW65	2.00	0.30510	0.30510	14278.74	14300.60	14300.60	True
LW65	2.17	0.30510	0.30510	14278.74	14300.60	14300.60	True
LW65	2.33	0.31396	0.31396	14278.74	14316.20	14316.20	True
LW65	2.50	0.32442	0.32442	14278.74	14334.60	14334.60	True
LW65	2.67	0.33192	0.33192	14278.74	14347.80	14347.80	True
LW65	2.83	0.34381	0.34381	14278.74	14368.73	14368.73	True
LW65	3.00	0.33959	0.33959	14278.74	14361.30	14361.30	True
LW65	3.17	0.34704	0.34704	14278.74	14374.40	14374.40	True
LW65	3.33	0.35295	0.35295	14278.74	14384.80	14384.80	True
LW65	3.50	0.34556	0.34556	14278.74	14371.80	14371.80	True
LW65	3.67	0.34113	0.34113	14278.74	14364.00	14364.00	True
LW65	3.83	0.34260	0.34260	14278.74	14366.60	14366.60	True
LW65	4.00	0.34247	0.34247	14278.74	14366.36	14366.36	True
LW65	4.17	0.34408	0.34408	14278.74	14369.20	14369.20	True
LW65	4.33	0.33959	0.33959	14278.74	14361.30	14361.30	True
LW65	4.50	0.34255	0.34255	14278.74	14366.50	14366.50	True
LW65	4.67	0.34556	0.34556	14278.74	14371.80	14371.80	True
LW65	4.83	0.34556	0.34556	14278.74	14371.80	14371.80	True
LW65	5.00	0.34247	0.34247	14278.74	14366.36	14366.36	True
LW65	5.17	0.34260	0.34260	14278.74	14366.60	14366.60	True
LW65	5.33	0.35295	0.35295	14278.74	14384.80	14384.80	True
LW65	5.50	0.35886	0.35886	14278.74	14395.20	14395.20	True
LW65	5.67	0.37363	0.37363	14278.74	14421.20	14421.20	True
LW65	5.83	0.40033	0.40033	14278.74	14468.18	14468.18	True
LW65	6.00	0.42739	0.42739	14278.74	14515.80	14515.80	True
LW65	6.17	0.44956	0.44956	14278.74	14554.80	14554.80	True
LW65	6.33	0.48706	0.48706	14278.74	14620.80	14620.80	True
LW65	6.50	0.51974	0.51974	14278.74	14678.30	14678.30	True
LW65	6.67	0.55412	0.55412	14278.74	14738.80	14738.80	True
LW65	6.83	0.59866	0.59866	14278.74	14817.18	14817.18	True
LW65	7.00	0.63965	0.63965	14278.74	14889.30	14889.30	True
LW65	7.17	0.68454	0.68454	14278.74	14968.30	14968.30	True
LW65	7.33	0.71915	0.71915	14278.74	15029.20	15029.20	True
LW65	7.50	0.76285	0.76285	14278.74	15106.10	15106.10	True
LW65	7.67	0.80195	0.80195	14278.74	15174.90	15174.90	True
LW65	7.83	0.83239	0.83239	14278.74	15228.45	15228.45	True
LW65	8.00	0.86401	0.86401	14278.74	15284.10	15284.10	True
LW65	8.17	0.89407	0.89407	14278.74	15337.00	15337.00	True
LW65	8.33	0.92129	0.92129	14278.74	15384.90	15384.90	True
LW65	8.50	0.94414	0.94414	14278.74	15425.10	15425.10	True
LW65	8.67	0.96215	0.96215	14278.74	15456.80	15456.80	True
LW65	8.83	0.97136	0.97136	14278.74	15473.00	15473.00	True
LW65	9.00	0.98363	0.98363	14278.74	15494.60	15494.60	True
LW65	9.17	0.98960	0.98960	14278.74	15505.10	15505.10	True
LW65	9.33	1.00000	1.00000	14278.74	15523.40	15523.40	True
LW65	9.50	0.99704	0.99704	14278.74	15518.20	15518.20	True
LW65	9.67	1.00000	1.00000	14278.74	15523.40	15523.40	True
LW65	9.83	0.99879	0.99879	14278.74	15521.27	15521.27	True
LW65	10.00	0.99852	0.99852	14278.74	15520.80	15520.80	True
LW65	10.17	0.99852	0.99852	14278.74	15520.80	15520.80	True
LW65	10.33	0.99557	0.99557	14278.74	15515.60	15515.60	True
LW65	10.50	0.99108	0.99108	14278.74	15507.70	15507.70	True
LW65	10.67	0.98670	0.98670	14278.74	15500.00	15500.00	True
LW65	10.83	0.97973	0.97973	14278.74	15487.73	15487.73	True
LW65	11.00	0.96982	0.96982	14278.74	15470.30	15470.30	True
LW65	11.17	0.96829	0.96829	14278.74	15467.60	15467.60	True
LW65	11.33	0.96062	0.96062	14278.74	15454.10	15454.10	True
LW65	11.50	0.95454	0.95454	14278.74	15443.40	15443.40	True
LW65	11.67	0.95005	0.95005	14278.74	15435.50	15435.50	True
LW65	11.83	0.93566	0.93566	14278.74	15410.18	15410.18	True
LW65	12.00	0.91976	0.91976	14278.74	15382.20	15382.20	True
LW65	12.17	0.90612	0.90612	14278.74	15358.20	15358.20	True
LW65	12.33	0.90021	0.90021	14278.74	15347.80	15347.80	True
LW65	12.50	0.89271	0.89271	14278.74	15334.60	15334.60	True
LW65	12.67	0.87606	0.87606	14278.74	15305.30	15305.30	True
LW65	12.83	0.87103	0.87103	14278.74	15296.45	15296.45	True
LW65	13.00	0.87009	0.87009	14278.74	15294.80	15294.80	True
LW65	13.17	0.85031	0.85031	14278.74	15260.00	15260.00	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