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: Streptococcus pyogenes
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Streptococcus pyogenes | Run: 2026-04-22 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	2026-04-22 inc5	Run date	2026-04-22
Media	FB	Incubator	inc5
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 19615
Strain source	ATCC 19615	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	2.24385	2.0-42.0 h
LW60	end_norm	0.08702	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.08702	2.0-42.0 h
LW60	max_norm	0.08702	2.0-42.0 h
LW60	min_norm	-0.02109	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	0.00196	2.0-42.0 h
LW61	auc_norm	1.96602	2.0-42.0 h
LW61	end_norm	0.52701	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.52701	2.0-42.0 h
LW61	max_norm	0.52701	2.0-42.0 h
LW61	min_norm	0.03866	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.81743	2.0-42.0 h
LW61	pct_saturated_rows	0.82116	2.0-42.0 h
LW61	slope_norm	0.05237	2.0-42.0 h
LW62	auc_norm	-7.24188	2.0-42.0 h
LW62	end_norm	-0.16082	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.43736	2.0-42.0 h
LW62	max_norm	-0.01278	2.0-42.0 h
LW62	min_norm	-0.43736	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	0.00285	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	0.27160	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.25270	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	0.24938	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	1.01359	2.0-42.0 h
LW65	end_norm	0.03681	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.03748	2.0-42.0 h
LW65	max_norm	0.03748	2.0-42.0 h
LW65	min_norm	-0.01690	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	0.00085	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	9136.15273	192.68121	Ready
LW65	5	6678.70000	110.98500	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	5422.64–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	5422.64–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	5422.64–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	5422.64–49923.62 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	9343.00	5979.55	7082.00	True
LW60	0.17	-0.42176	-0.42176	9343.00	8269.80	8269.80	True
LW60	0.33	-0.14549	-0.14549	9343.00	8837.30	8837.30	True
LW60	0.50	-0.03464	-0.03464	9343.00	9065.00	9065.00	True
LW60	0.67	0.02568	0.02568	9343.00	9188.90	9188.90	True
LW60	0.83	0.06623	0.06623	9343.00	9272.20	9272.20	True
LW60	1.00	0.08822	0.08822	9343.00	9317.36	9317.36	True
LW60	1.17	0.09778	0.09778	9343.00	9337.00	9337.00	True
LW60	1.33	0.10479	0.10479	9343.00	9351.40	9351.40	True
LW60	1.50	0.10946	0.10946	9343.00	9361.00	9361.00	True
LW60	1.67	0.10362	0.10362	9343.00	9349.00	9349.00	True
LW60	1.83	0.09778	0.09778	9343.00	9337.00	9337.00	True
LW60	2.00	0.08726	0.08726	9343.00	9315.40	9315.40	True
LW60	2.17	0.08609	0.08609	9343.00	9313.00	9313.00	True
LW60	2.33	0.08142	0.08142	9343.00	9303.40	9303.40	True
LW60	2.50	0.07441	0.07441	9343.00	9289.00	9289.00	True
LW60	2.67	0.06974	0.06974	9343.00	9279.40	9279.40	True
LW60	2.83	0.06273	0.06273	9343.00	9265.00	9265.00	True
LW60	3.00	0.05104	0.05104	9343.00	9241.00	9241.00	True
LW60	3.17	0.04637	0.04637	9343.00	9231.40	9231.40	True
LW60	3.33	0.04053	0.04053	9343.00	9219.40	9219.40	True
LW60	3.50	0.03936	0.03936	9343.00	9217.00	9217.00	True
LW60	3.67	0.03600	0.03600	9343.00	9210.10	9210.10	True
LW60	3.83	0.02816	0.02816	9343.00	9194.00	9194.00	True
LW60	4.00	0.02816	0.02816	9343.00	9194.00	9194.00	True
LW60	4.17	0.02816	0.02816	9343.00	9194.00	9194.00	True
LW60	4.33	0.01998	0.01998	9343.00	9177.20	9177.20	True
LW60	4.50	0.01648	0.01648	9343.00	9170.00	9170.00	True
LW60	4.67	0.01648	0.01648	9343.00	9170.00	9170.00	True
LW60	4.83	0.01648	0.01648	9343.00	9170.00	9170.00	True
LW60	5.00	0.01648	0.01648	9343.00	9170.00	9170.00	True
LW60	5.17	0.00596	0.00596	9343.00	9148.40	9148.40	True
LW60	5.33	0.00479	0.00479	9343.00	9146.00	9146.00	True
LW60	5.50	0.00479	0.00479	9343.00	9146.00	9146.00	True
LW60	5.67	0.00479	0.00479	9343.00	9146.00	9146.00	True
LW60	5.83	0.00479	0.00479	9343.00	9146.00	9146.00	True
LW60	6.00	0.00479	0.00479	9343.00	9146.00	9146.00	True
LW60	6.17	0.00479	0.00479	9343.00	9146.00	9146.00	True
LW60	6.33	0.00947	0.00947	9343.00	9155.60	9155.60	True
LW60	6.50	0.02115	0.02115	9343.00	9179.60	9179.60	True
LW60	6.67	0.04296	0.04296	9343.00	9224.40	9224.40	True
LW60	6.83	0.07760	0.07760	9343.00	9295.55	9295.55	True
LW60	7.00	0.11413	0.11413	9343.00	9370.60	9370.60	True
LW60	7.17	0.15152	0.15152	9343.00	9447.40	9447.40	True
LW60	7.33	0.18891	0.18891	9343.00	9524.20	9524.20	True
LW60	7.50	0.22396	0.22396	9343.00	9596.20	9596.20	True
LW60	7.67	0.24966	0.24966	9343.00	9649.00	9649.00	True
LW60	7.83	0.27197	0.27197	9343.00	9694.82	9694.82	True
LW60	8.00	0.29056	0.29056	9343.00	9733.00	9733.00	True
LW60	8.17	0.30224	0.30224	9343.00	9757.00	9757.00	True
LW60	8.33	0.31042	0.31042	9343.00	9773.80	9773.80	True
LW60	8.50	0.31977	0.31977	9343.00	9793.00	9793.00	True
LW60	8.67	0.32327	0.32327	9343.00	9800.20	9800.20	True
LW60	8.83	0.33782	0.33782	9343.00	9830.09	9830.09	True
LW60	9.00	0.34547	0.34547	9343.00	9845.80	9845.80	True
LW60	9.17	0.35603	0.35603	9343.00	9867.50	9867.50	True
LW60	9.33	0.36699	0.36699	9343.00	9890.00	9890.00	True
LW60	9.50	0.37166	0.37166	9343.00	9899.60	9899.60	True
LW60	9.67	0.37867	0.37867	9343.00	9914.00	9914.00	True
LW60	9.83	0.38929	0.38929	9343.00	9935.82	9935.82	True
LW60	10.00	0.39152	0.39152	9343.00	9940.40	9940.40	True
LW60	10.17	0.39853	0.39853	9343.00	9954.80	9954.80	True
LW60	10.33	0.39620	0.39620	9343.00	9950.00	9950.00	True
LW60	10.50	0.40204	0.40204	9343.00	9962.00	9962.00	True
LW60	10.67	0.40437	0.40437	9343.00	9966.80	9966.80	True
LW60	10.83	0.41266	0.41266	9343.00	9983.82	9983.82	True
LW60	11.00	0.41372	0.41372	9343.00	9986.00	9986.00	True
LW60	11.17	0.41372	0.41372	9343.00	9986.00	9986.00	True
LW60	11.33	0.41372	0.41372	9343.00	9986.00	9986.00	True
LW60	11.50	0.41372	0.41372	9343.00	9986.00	9986.00	True
LW60	11.67	0.41022	0.41022	9343.00	9978.80	9978.80	True
LW60	11.83	0.40204	0.40204	9343.00	9962.00	9962.00	True
LW60	12.00	0.39386	0.39386	9343.00	9945.20	9945.20	True
LW60	12.17	0.39035	0.39035	9343.00	9938.00	9938.00	True
LW60	12.33	0.39035	0.39035	9343.00	9938.00	9938.00	True
LW60	12.50	0.37867	0.37867	9343.00	9914.00	9914.00	True
LW60	12.67	0.37867	0.37867	9343.00	9914.00	9914.00	True
LW60	12.83	0.37655	0.37655	9343.00	9909.64	9909.64	True
LW60	13.00	0.36932	0.36932	9343.00	9894.80	9894.80	True
LW60	13.17	0.37166	0.37166	9343.00	9899.60	9899.60	True
LW65	0.00			6815.15	5422.64		True
LW65	0.17	-0.93716	-0.93716	6815.15	6244.80	6311.43	True
LW65	0.33	-0.43761	-0.43761	6815.15	6507.20	6507.20	True
LW65	0.50	-0.10717	-0.10717	6815.15	6636.70	6636.70	True
LW65	0.67	0.07834	0.07834	6815.15	6709.40	6709.40	True
LW65	0.83	0.19520	0.19520	6815.15	6755.20	6755.20	True
LW65	1.00	0.27124	0.27124	6815.15	6785.00	6785.00	True
LW65	1.17	0.30416	0.30416	6815.15	6797.90	6797.90	True
LW65	1.33	0.34524	0.34524	6815.15	6814.00	6814.00	True
LW65	1.50	0.35111	0.35111	6815.15	6816.30	6816.30	True
LW65	1.67	0.37459	0.37459	6815.15	6825.50	6825.50	True
LW65	1.83	0.34524	0.34524	6815.15	6814.00	6814.00	True
LW65	2.00	0.34524	0.34524	6815.15	6814.00	6814.00	True
LW65	2.17	0.30416	0.30416	6815.15	6797.90	6797.90	True
LW65	2.33	0.29829	0.29829	6815.15	6795.60	6795.60	True
LW65	2.50	0.28655	0.28655	6815.15	6791.00	6791.00	True
LW65	2.67	0.28655	0.28655	6815.15	6791.00	6791.00	True
LW65	2.83	0.28145	0.28145	6815.15	6789.00	6789.00	True
LW65	3.00	0.23042	0.23042	6815.15	6769.00	6769.00	True
LW65	3.17	0.23042	0.23042	6815.15	6769.00	6769.00	True
LW65	3.33	0.23042	0.23042	6815.15	6769.00	6769.00	True
LW65	3.50	0.20694	0.20694	6815.15	6759.80	6759.80	True
LW65	3.67	0.18347	0.18347	6815.15	6750.60	6750.60	True
LW65	3.83	0.17173	0.17173	6815.15	6746.00	6746.00	True
LW65	4.00	0.17173	0.17173	6815.15	6746.00	6746.00	True
LW65	4.17	0.17173	0.17173	6815.15	6746.00	6746.00	True
LW65	4.33	0.13651	0.13651	6815.15	6732.20	6732.20	True
LW65	4.50	0.11891	0.11891	6815.15	6725.30	6725.30	True
LW65	4.67	0.11304	0.11304	6815.15	6723.00	6723.00	True
LW65	4.83	0.11304	0.11304	6815.15	6723.00	6723.00	True
LW65	5.00	0.11304	0.11304	6815.15	6723.00	6723.00	True
LW65	5.17	0.09543	0.09543	6815.15	6716.10	6716.10	True
LW65	5.33	0.10717	0.10717	6815.15	6720.70	6720.70	True
LW65	5.50	0.08369	0.08369	6815.15	6711.50	6711.50	True
LW65	5.67	0.07783	0.07783	6815.15	6709.20	6709.20	True
LW65	5.83	0.05435	0.05435	6815.15	6700.00	6700.00	True
LW65	6.00	0.05435	0.05435	6815.15	6700.00	6700.00	True
LW65	6.17	0.05435	0.05435	6815.15	6700.00	6700.00	True
LW65	6.33	0.06022	0.06022	6815.15	6702.30	6702.30	True
LW65	6.50	0.10130	0.10130	6815.15	6718.40	6718.40	True
LW65	6.67	0.15999	0.15999	6815.15	6741.40	6741.40	True
LW65	6.83	0.24549	0.24549	6815.15	6774.91	6774.91	True
LW65	7.00	0.33350	0.33350	6815.15	6809.40	6809.40	True
LW65	7.17	0.43327	0.43327	6815.15	6848.50	6848.50	True
LW65	7.33	0.52718	0.52718	6815.15	6885.30	6885.30	True
LW65	7.50	0.61368	0.61368	6815.15	6919.20	6919.20	True
LW65	7.67	0.68308	0.68308	6815.15	6946.40	6946.40	True
LW65	7.83	0.73750	0.73750	6815.15	6967.73	6967.73	True
LW65	8.00	0.79459	0.79459	6815.15	6990.10	6990.10	True
LW65	8.17	0.81220	0.81220	6815.15	6997.00	6997.00	True
LW65	8.33	0.85915	0.85915	6815.15	7015.40	7015.40	True
LW65	8.50	0.87089	0.87089	6815.15	7020.00	7020.00	True
LW65	8.67	0.87089	0.87089	6815.15	7020.00	7020.00	True
LW65	8.83	0.90823	0.90823	6815.15	7034.64	7034.64	True
LW65	9.00	0.92957	0.92957	6815.15	7043.00	7043.00	True
LW65	9.17	0.92957	0.92957	6815.15	7043.00	7043.00	True
LW65	9.33	0.92957	0.92957	6815.15	7043.00	7043.00	True
LW65	9.50	0.94131	0.94131	6815.15	7047.60	7047.60	True
LW65	9.67	0.95305	0.95305	6815.15	7052.20	7052.20	True
LW65	9.83	0.98826	0.98826	6815.15	7066.00	7066.00	True
LW65	10.00	0.98826	0.98826	6815.15	7066.00	7066.00	True
LW65	10.17	0.99413	0.99413	6815.15	7068.30	7068.30	True
LW65	10.33	0.98826	0.98826	6815.15	7066.00	7066.00	True
LW65	10.50	0.98826	0.98826	6815.15	7066.00	7066.00	True
LW65	10.67	0.98826	0.98826	6815.15	7066.00	7066.00	True
LW65	10.83	0.99360	0.99360	6815.15	7068.09	7068.09	True
LW65	11.00	1.00000	1.00000	6815.15	7070.60	7070.60	True
LW65	11.17	1.00000	1.00000	6815.15	7070.60	7070.60	True
LW65	11.33	0.98826	0.98826	6815.15	7066.00	7066.00	True
LW65	11.50	0.98826	0.98826	6815.15	7066.00	7066.00	True
LW65	11.67	0.98239	0.98239	6815.15	7063.70	7063.70	True
LW65	11.83	0.96692	0.96692	6815.15	7057.64	7057.64	True
LW65	12.00	0.93544	0.93544	6815.15	7045.30	7045.30	True
LW65	12.17	0.92957	0.92957	6815.15	7043.00	7043.00	True
LW65	12.33	0.92957	0.92957	6815.15	7043.00	7043.00	True
LW65	12.50	0.92957	0.92957	6815.15	7043.00	7043.00	True
LW65	12.67	0.91784	0.91784	6815.15	7038.40	7038.40	True
LW65	12.83	0.89756	0.89756	6815.15	7030.45	7030.45	True
LW65	13.00	0.87675	0.87675	6815.15	7022.30	7022.30	True
LW65	13.17	0.87089	0.87089	6815.15	7020.00	7020.00	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