2026-04-22 C1.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 C1.xlsx	Well ID	C1
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	2.22887	2.0-42.0 h
LW60	end_norm	0.05199	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.09697	2.0-42.0 h
LW60	max_norm	0.09697	2.0-42.0 h
LW60	min_norm	-0.02171	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	0.00050	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	0.09510	2.0-42.0 h
LW61	slope_norm		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	1.00000	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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.90581	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	1.00000	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	4.34841	2.0-42.0 h
LW65	end_norm	0.14696	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.14696	2.0-42.0 h
LW65	max_norm	0.14696	2.0-42.0 h
LW65	min_norm	0.00421	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	0.00257	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	9006.01091	110.49746	Ready
LW65	5	11406.24182	209.75729	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	-0.78917	-0.78917	9110.90	6891.36	8226.00	True
LW60	0.17	-0.41675	-0.41675	9110.90	8594.10	8594.10	True
LW60	0.33	-0.17059	-0.17059	9110.90	8837.40	8837.40	True
LW60	0.50	-0.04594	-0.04594	9110.90	8960.60	8960.60	True
LW60	0.67	0.02994	0.02994	9110.90	9035.60	9035.60	True
LW60	0.83	0.07789	0.07789	9110.90	9083.00	9083.00	True
LW60	1.00	0.10871	0.10871	9110.90	9113.45	9113.45	True
LW60	1.17	0.12342	0.12342	9110.90	9128.00	9128.00	True
LW60	1.33	0.12282	0.12282	9110.90	9127.40	9127.40	True
LW60	1.50	0.12241	0.12241	9110.90	9127.00	9127.00	True
LW60	1.67	0.11351	0.11351	9110.90	9118.20	9118.20	True
LW60	1.83	0.09874	0.09874	9110.90	9103.60	9103.60	True
LW60	2.00	0.09279	0.09279	9110.90	9097.73	9097.73	True
LW60	2.17	0.07425	0.07425	9110.90	9079.40	9079.40	True
LW60	2.33	0.07587	0.07587	9110.90	9081.00	9081.00	True
LW60	2.50	0.07142	0.07142	9110.90	9076.60	9076.60	True
LW60	2.67	0.05220	0.05220	9110.90	9057.60	9057.60	True
LW60	2.83	0.02872	0.02872	9110.90	9034.40	9034.40	True
LW60	3.00	0.02786	0.02786	9110.90	9033.55	9033.55	True
LW60	3.17	0.02650	0.02650	9110.90	9032.20	9032.20	True
LW60	3.33	0.00606	0.00606	9110.90	9012.00	9012.00	True
LW60	3.50	0.00161	0.00161	9110.90	9007.60	9007.60	True
LW60	3.67	-0.02085	-0.02085	9110.90	8985.40	8985.40	True
LW60	3.83	-0.02530	-0.02530	9110.90	8981.00	8981.00	True
LW60	4.00	-0.04352	-0.04352	9110.90	8963.00	8963.00	True
LW60	4.17	-0.06638	-0.06638	9110.90	8940.40	8940.40	True
LW60	4.33	-0.06800	-0.06800	9110.90	8938.80	8938.80	True
LW60	4.50	-0.09228	-0.09228	9110.90	8914.80	8914.80	True
LW60	4.67	-0.09350	-0.09350	9110.90	8913.60	8913.60	True
LW60	4.83	-0.09401	-0.09401	9110.90	8913.09	8913.09	True
LW60	5.00	-0.08055	-0.08055	9110.90	8926.40	8926.40	True
LW60	5.17	-0.04949	-0.04949	9110.90	8957.10	8957.10	True
LW60	5.33	-0.01498	-0.01498	9110.90	8991.20	8991.20	True
LW60	5.50	0.01253	0.01253	9110.90	9018.40	9018.40	True
LW60	5.67	0.04268	0.04268	9110.90	9048.20	9048.20	True
LW60	5.83	0.07789	0.07789	9110.90	9083.00	9083.00	True
LW60	6.00	0.11067	0.11067	9110.90	9115.40	9115.40	True
LW60	6.17	0.15823	0.15823	9110.90	9162.40	9162.40	True
LW60	6.33	0.20254	0.20254	9110.90	9206.20	9206.20	True
LW60	6.50	0.24918	0.24918	9110.90	9252.30	9252.30	True
LW60	6.67	0.30574	0.30574	9110.90	9308.20	9308.20	True
LW60	6.83	0.37167	0.37167	9110.90	9373.36	9373.36	True
LW60	7.00	0.43828	0.43828	9110.90	9439.20	9439.20	True
LW60	7.17	0.50870	0.50870	9110.90	9508.80	9508.80	True
LW60	7.33	0.57446	0.57446	9110.90	9573.80	9573.80	True
LW60	7.50	0.64265	0.64265	9110.90	9641.20	9641.20	True
LW60	7.67	0.70315	0.70315	9110.90	9701.00	9701.00	True
LW60	7.83	0.75788	0.75788	9110.90	9755.09	9755.09	True
LW60	8.00	0.80959	0.80959	9110.90	9806.20	9806.20	True
LW60	8.17	0.85340	0.85340	9110.90	9849.50	9849.50	True
LW60	8.33	0.88871	0.88871	9110.90	9884.40	9884.40	True
LW60	8.50	0.91876	0.91876	9110.90	9914.10	9914.10	True
LW60	8.67	0.94446	0.94446	9110.90	9939.50	9939.50	True
LW60	8.83	0.96372	0.96372	9110.90	9958.55	9958.55	True
LW60	9.00	0.97400	0.97400	9110.90	9968.70	9968.70	True
LW60	9.17	0.99019	0.99019	9110.90	9984.70	9984.70	True
LW60	9.33	0.99585	0.99585	9110.90	9990.30	9990.30	True
LW60	9.50	0.99838	0.99838	9110.90	9992.80	9992.80	True
LW60	9.67	0.99757	0.99757	9110.90	9992.00	9992.00	True
LW60	9.83	0.99766	0.99766	9110.90	9992.09	9992.09	True
LW60	10.00	0.99737	0.99737	9110.90	9991.80	9991.80	True
LW60	10.17	0.99666	0.99666	9110.90	9991.10	9991.10	True
LW60	10.33	0.99727	0.99727	9110.90	9991.70	9991.70	True
LW60	10.50	1.00000	1.00000	9110.90	9994.40	9994.40	True
LW60	10.67	0.99302	0.99302	9110.90	9987.50	9987.50	True
LW60	10.83	0.97697	0.97697	9110.90	9971.64	9971.64	True
LW60	11.00	0.97339	0.97339	9110.90	9968.10	9968.10	True
LW60	11.17	0.96813	0.96813	9110.90	9962.90	9962.90	True
LW60	11.33	0.95558	0.95558	9110.90	9950.50	9950.50	True
LW60	11.50	0.94860	0.94860	9110.90	9943.60	9943.60	True
LW60	11.67	0.94091	0.94091	9110.90	9936.00	9936.00	True
LW60	11.83	0.92611	0.92611	9110.90	9921.36	9921.36	True
LW60	12.00	0.92776	0.92776	9110.90	9923.00	9923.00	True
LW60	12.17	0.90854	0.90854	9110.90	9904.00	9904.00	True
LW60	12.33	0.90237	0.90237	9110.90	9897.90	9897.90	True
LW60	12.50	0.89883	0.89883	9110.90	9894.40	9894.40	True
LW60	12.67	0.89124	0.89124	9110.90	9886.90	9886.90	True
LW60	12.83	0.87579	0.87579	9110.90	9871.64	9871.64	True
LW60	13.00	0.87697	0.87697	9110.90	9872.80	9872.80	True
LW60	13.17	0.86594	0.86594	9110.90	9861.90	9861.90	True
LW65	0.00	-1.00000	-1.00000	11835.20	8732.91	8732.91	True
LW65	0.17	-0.25786	-0.25786	11835.20	10716.90	10716.90	True
LW65	0.33	-0.11635	-0.11635	11835.20	11095.20	11095.20	True
LW65	0.50	-0.03518	-0.03518	11835.20	11312.20	11312.20	True
LW65	0.67	0.01551	0.01551	11835.20	11447.70	11447.70	True
LW65	0.83	0.05460	0.05460	11835.20	11552.20	11552.20	True
LW65	1.00	0.08142	0.08142	11835.20	11623.91	11623.91	True
LW65	1.17	0.10682	0.10682	11835.20	11691.80	11691.80	True
LW65	1.33	0.12429	0.12429	11835.20	11738.50	11738.50	True
LW65	1.50	0.14003	0.14003	11835.20	11780.60	11780.60	True
LW65	1.67	0.15537	0.15537	11835.20	11821.60	11821.60	True
LW65	1.83	0.16555	0.16555	11835.20	11848.80	11848.80	True
LW65	2.00	0.17909	0.17909	11835.20	11885.00	11885.00	True
LW65	2.17	0.18855	0.18855	11835.20	11910.30	11910.30	True
LW65	2.33	0.20265	0.20265	11835.20	11948.00	11948.00	True
LW65	2.50	0.20935	0.20935	11835.20	11965.90	11965.90	True
LW65	2.67	0.21384	0.21384	11835.20	11977.90	11977.90	True
LW65	2.83	0.21702	0.21702	11835.20	11986.40	11986.40	True
LW65	3.00	0.22615	0.22615	11835.20	12010.82	12010.82	True
LW65	3.17	0.23407	0.23407	11835.20	12032.00	12032.00	True
LW65	3.33	0.23737	0.23737	11835.20	12040.80	12040.80	True
LW65	3.50	0.23849	0.23849	11835.20	12043.80	12043.80	True
LW65	3.67	0.24286	0.24286	11835.20	12055.50	12055.50	True
LW65	3.83	0.24652	0.24652	11835.20	12065.27	12065.27	True
LW65	4.00	0.24705	0.24705	11835.20	12066.70	12066.70	True
LW65	4.17	0.24859	0.24859	11835.20	12070.80	12070.80	True
LW65	4.33	0.24776	0.24776	11835.20	12068.60	12068.60	True
LW65	4.50	0.24964	0.24964	11835.20	12073.60	12073.60	True
LW65	4.67	0.25465	0.25465	11835.20	12087.00	12087.00	True
LW65	4.83	0.25281	0.25281	11835.20	12082.09	12082.09	True
LW65	5.00	0.25697	0.25697	11835.20	12093.20	12093.20	True
LW65	5.17	0.25959	0.25959	11835.20	12100.20	12100.20	True
LW65	5.33	0.26591	0.26591	11835.20	12117.10	12117.10	True
LW65	5.50	0.27365	0.27365	11835.20	12137.80	12137.80	True
LW65	5.67	0.28166	0.28166	11835.20	12159.20	12159.20	True
LW65	5.83	0.29801	0.29801	11835.20	12202.91	12202.91	True
LW65	6.00	0.31005	0.31005	11835.20	12235.10	12235.10	True
LW65	6.17	0.32594	0.32594	11835.20	12277.60	12277.60	True
LW65	6.33	0.34420	0.34420	11835.20	12326.40	12326.40	True
LW65	6.50	0.35505	0.35505	11835.20	12355.40	12355.40	True
LW65	6.67	0.37715	0.37715	11835.20	12414.50	12414.50	True
LW65	6.83	0.39815	0.39815	11835.20	12470.64	12470.64	True
LW65	7.00	0.42114	0.42114	11835.20	12532.10	12532.10	True
LW65	7.17	0.43921	0.43921	11835.20	12580.40	12580.40	True
LW65	7.33	0.46682	0.46682	11835.20	12654.20	12654.20	True
LW65	7.50	0.49038	0.49038	11835.20	12717.20	12717.20	True
LW65	7.67	0.51436	0.51436	11835.20	12781.30	12781.30	True
LW65	7.83	0.53285	0.53285	11835.20	12830.73	12830.73	True
LW65	8.00	0.55869	0.55869	11835.20	12899.80	12899.80	True
LW65	8.17	0.57575	0.57575	11835.20	12945.40	12945.40	True
LW65	8.33	0.59452	0.59452	11835.20	12995.60	12995.60	True
LW65	8.50	0.61278	0.61278	11835.20	13044.40	13044.40	True
LW65	8.67	0.62482	0.62482	11835.20	13076.60	13076.60	True
LW65	8.83	0.63330	0.63330	11835.20	13099.27	13099.27	True
LW65	9.00	0.64323	0.64323	11835.20	13125.80	13125.80	True
LW65	9.17	0.65127	0.65127	11835.20	13147.30	13147.30	True
LW65	9.33	0.65639	0.65639	11835.20	13161.00	13161.00	True
LW65	9.50	0.65830	0.65830	11835.20	13166.10	13166.10	True
LW65	9.67	0.66283	0.66283	11835.20	13178.20	13178.20	True
LW65	9.83	0.66714	0.66714	11835.20	13189.73	13189.73	True
LW65	10.00	0.66836	0.66836	11835.20	13193.00	13193.00	True
LW65	10.17	0.66885	0.66885	11835.20	13194.30	13194.30	True
LW65	10.33	0.67296	0.67296	11835.20	13205.30	13205.30	True
LW65	10.50	0.67525	0.67525	11835.20	13211.40	13211.40	True
LW65	10.67	0.67532	0.67532	11835.20	13211.60	13211.60	True
LW65	10.83	0.67316	0.67316	11835.20	13205.82	13205.82	True
LW65	11.00	0.67326	0.67326	11835.20	13206.10	13206.10	True
LW65	11.17	0.67132	0.67132	11835.20	13200.90	13200.90	True
LW65	11.33	0.66945	0.66945	11835.20	13195.90	13195.90	True
LW65	11.50	0.66578	0.66578	11835.20	13186.10	13186.10	True
LW65	11.67	0.66567	0.66567	11835.20	13185.80	13185.80	True
LW65	11.83	0.66884	0.66884	11835.20	13194.27	13194.27	True
LW65	12.00	0.66851	0.66851	11835.20	13193.40	13193.40	True
LW65	12.17	0.66425	0.66425	11835.20	13182.00	13182.00	True
LW65	12.33	0.66526	0.66526	11835.20	13184.70	13184.70	True
LW65	12.50	0.66043	0.66043	11835.20	13171.80	13171.80	True
LW65	12.67	0.65546	0.65546	11835.20	13158.50	13158.50	True
LW65	12.83	0.65697	0.65697	11835.20	13162.55	13162.55	True
LW65	13.00	0.65789	0.65789	11835.20	13165.00	13165.00	True
LW65	13.17	0.66013	0.66013	11835.20	13171.00	13171.00	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