2026-04-15 C3.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: Staphylococcus aureus
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus | Run: 2026-04-15 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	2026-04-15 inc5	Run date	2026-04-15
Media	FB	Incubator	inc5
Well file	2026-04-15 C3.xlsx	Well ID	C3
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	True
LW65 problem flag	True	Source group	NBF
Strain source	NBF	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	-0.00172	2.0-42.0 h
LW60	end_norm	0.04087	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.43272	2.0-42.0 h
LW60	max_norm	0.11448	2.0-42.0 h
LW60	min_norm	-0.43272	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	0.00530	2.0-42.0 h
LW61	auc_norm	0.63932	2.0-42.0 h
LW61	end_norm	0.00308	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.12469	2.0-42.0 h
LW61	max_norm	0.07029	2.0-42.0 h
LW61	min_norm	-0.12469	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	0.00075	2.0-42.0 h
LW62	auc_norm	0.89956	2.0-42.0 h
LW62	end_norm	-0.00980	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.12487	2.0-42.0 h
LW62	max_norm	0.09451	2.0-42.0 h
LW62	min_norm	-0.12487	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	0.00039	2.0-42.0 h
LW63	auc_norm	0.64874	2.0-42.0 h
LW63	end_norm	-0.00027	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.06031	2.0-42.0 h
LW63	max_norm	0.05406	2.0-42.0 h
LW63	min_norm	-0.06031	2.0-42.0 h
LW63	pct_abnormal_rows	0.00000	2.0-42.0 h
LW63	pct_missing_norm	0.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.00000	2.0-42.0 h
LW63	slope_norm	0.00009	2.0-42.0 h
LW64	auc_norm	-1.13138	2.0-42.0 h
LW64	end_norm	-0.15812	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.56137	2.0-42.0 h
LW64	max_norm	0.27833	2.0-42.0 h
LW64	min_norm	-0.56137	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	-0.00011	2.0-42.0 h
LW65	auc_norm		2.0-42.0 h
LW65	end_norm		2.0-42.0 h
LW65	excluded_by_metadata_check	1.00000	2.0-42.0 h
LW65	max_abs_norm		2.0-42.0 h
LW65	max_norm		2.0-42.0 h
LW65	min_norm		2.0-42.0 h
LW65	pct_abnormal_rows	0.00000	2.0-42.0 h
LW65	pct_missing_norm	1.00000	2.0-42.0 h
LW65	pct_saturated_rows	0.00000	2.0-42.0 h
LW65	slope_norm		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 564 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	6538.00727	1610.25571	Ready
LW65	5	45915.35455	8003.56230	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	0.00–46.83 h	4615.30–96129.82 Ω
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	4615.30–96129.82 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	4615.30–96129.82 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	4615.30–96129.82 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	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–46.83 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–46.83 h	-0.89653–1.00000 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	10960.07	15841.55	15841.55	True
LW60	0.17	-0.17120	-0.17120	10960.07	4945.20	4945.20	True
LW60	0.33	-0.20666	-0.20666	10960.07	4615.30	4615.30	True
LW60	0.50	-0.12532	-0.12532	10960.07	5372.10	5372.10	True
LW60	0.67	-0.00465	-0.00465	10960.07	6494.70	6494.70	True
LW60	0.83	0.11970	0.11970	10960.07	7651.64	7651.64	True
LW60	1.00	0.21694	0.21694	10960.07	8556.30	8556.30	True
LW60	1.17	0.28650	0.28650	10960.07	9203.50	9203.50	True
LW60	1.33	0.32665	0.32665	10960.07	9577.00	9577.00	True
LW60	1.50	0.38813	0.38813	10960.07	10149.00	10149.00	True
LW60	1.67	0.45527	0.45527	10960.07	10773.60	10773.60	True
LW60	1.83	0.49535	0.49535	10960.07	11146.55	11146.55	True
LW60	2.00	0.52104	0.52104	10960.07	11385.50	11385.50	True
LW60	2.17	0.53893	0.53893	10960.07	11552.00	11552.00	True
LW60	2.33	0.55336	0.55336	10960.07	11686.20	11686.20	True
LW60	2.50	0.56435	0.56435	10960.07	11788.50	11788.50	True
LW60	2.67	0.57349	0.57349	10960.07	11873.50	11873.50	True
LW60	2.83	0.58366	0.58366	10960.07	11968.09	11968.09	True
LW60	3.00	0.59106	0.59106	10960.07	12037.00	12037.00	True
LW60	3.17	0.59644	0.59644	10960.07	12087.00	12087.00	True
LW60	3.33	0.60181	0.60181	10960.07	12137.00	12137.00	True
LW60	3.50	0.60508	0.60508	10960.07	12167.40	12167.40	True
LW60	3.67	0.60783	0.60783	10960.07	12193.00	12193.00	True
LW60	3.83	0.61018	0.61018	10960.07	12214.82	12214.82	True
LW60	4.00	0.60808	0.60808	10960.07	12195.30	12195.30	True
LW60	4.17	0.59268	0.59268	10960.07	12052.00	12052.00	True
LW60	4.33	0.56597	0.56597	10960.07	11803.50	11803.50	True
LW60	4.50	0.52958	0.52958	10960.07	11465.00	11465.00	True
LW60	4.67	0.48752	0.48752	10960.07	11073.70	11073.70	True
LW60	4.83	0.43460	0.43460	10960.07	10581.36	10581.36	True
LW60	5.00	0.36886	0.36886	10960.07	9969.70	9969.70	True
LW60	5.17	0.29139	0.29139	10960.07	9249.00	9249.00	True
LW60	5.33	0.21339	0.21339	10960.07	8523.30	8523.30	True
LW60	5.50	0.13991	0.13991	10960.07	7839.70	7839.70	True
LW60	5.67	0.08197	0.08197	10960.07	7300.60	7300.60	True
LW60	5.83	0.03908	0.03908	10960.07	6901.55	6901.55	True
LW60	6.00	0.01036	0.01036	10960.07	6634.40	6634.40	True
LW60	6.17	-0.00626	-0.00626	10960.07	6479.80	6479.80	True
LW60	6.33	-0.01990	-0.01990	10960.07	6352.90	6352.90	True
LW60	6.50	-0.02644	-0.02644	10960.07	6292.00	6292.00	True
LW60	6.67	-0.02867	-0.02867	10960.07	6271.30	6271.30	True
LW60	6.83	-0.03285	-0.03285	10960.07	6232.36	6232.36	True
LW60	7.00	-0.03446	-0.03446	10960.07	6217.40	6217.40	True
LW60	7.17	-0.03326	-0.03326	10960.07	6228.60	6228.60	True
LW60	7.33	-0.03227	-0.03227	10960.07	6237.80	6237.80	True
LW60	7.50	-0.03057	-0.03057	10960.07	6253.60	6253.60	True
LW60	7.67	-0.02595	-0.02595	10960.07	6296.60	6296.60	True
LW60	7.83	-0.01915	-0.01915	10960.07	6359.82	6359.82	True
LW60	8.00	-0.00892	-0.00892	10960.07	6455.00	6455.00	True
LW60	8.17	0.00204	0.00204	10960.07	6557.00	6557.00	True
LW60	8.33	0.01354	0.01354	10960.07	6664.00	6664.00	True
LW60	8.50	0.02748	0.02748	10960.07	6793.70	6793.70	True
LW60	8.67	0.04467	0.04467	10960.07	6953.60	6953.60	True
LW60	8.83	0.06282	0.06282	10960.07	7122.45	7122.45	True
LW60	9.00	0.08320	0.08320	10960.07	7312.10	7312.10	True
LW60	9.17	0.10575	0.10575	10960.07	7521.90	7521.90	True
LW60	9.33	0.12865	0.12865	10960.07	7734.90	7734.90	True
LW60	9.50	0.15116	0.15116	10960.07	7944.30	7944.30	True
LW60	9.67	0.17475	0.17475	10960.07	8163.80	8163.80	True
LW60	9.83	0.20008	0.20008	10960.07	8399.45	8399.45	True
LW60	10.00	0.22503	0.22503	10960.07	8631.60	8631.60	True
LW60	10.17	0.24764	0.24764	10960.07	8841.90	8841.90	True
LW60	10.33	0.27008	0.27008	10960.07	9050.70	9050.70	True
LW60	10.50	0.29210	0.29210	10960.07	9255.60	9255.60	True
LW60	10.67	0.31478	0.31478	10960.07	9466.60	9466.60	True
LW60	10.83	0.33392	0.33392	10960.07	9644.64	9644.64	True
LW60	11.00	0.35376	0.35376	10960.07	9829.20	9829.20	True
LW60	11.17	0.37170	0.37170	10960.07	9996.10	9996.10	True
LW60	11.33	0.38940	0.38940	10960.07	10160.80	10160.80	True
LW60	11.50	0.40586	0.40586	10960.07	10313.90	10313.90	True
LW60	11.67	0.42001	0.42001	10960.07	10445.60	10445.60	True
LW60	11.83	0.43435	0.43435	10960.07	10579.00	10579.00	True
LW60	12.00	0.44943	0.44943	10960.07	10719.30	10719.30	True
LW60	12.17	0.46475	0.46475	10960.07	10861.80	10861.80	True
LW60	12.33	0.47824	0.47824	10960.07	10987.30	10987.30	True
LW60	12.50	0.49335	0.49335	10960.07	11127.90	11127.90	True
LW60	12.67	0.50715	0.50715	10960.07	11256.30	11256.30	True
LW60	12.83	0.52077	0.52077	10960.07	11383.00	11383.00	True
LW60	13.00	0.53302	0.53302	10960.07	11497.00	11497.00	True
LW60	13.17	0.54430	0.54430	10960.07	11601.90	11601.90	True
LW65	0.00	1.00000	1.00000	66796.01	96129.82	96129.82	True
LW65	0.17	-0.15870	-0.15870	66796.01	37946.40	37946.40	True
LW65	0.33	-0.20024	-0.20024	66796.01	35860.50	35860.50	True
LW65	0.50	-0.11296	-0.11296	66796.01	40243.00	40243.00	True
LW65	0.67	0.01062	0.01062	66796.01	46448.80	46448.80	True
LW65	0.83	0.11339	0.11339	66796.01	51609.27	51609.27	True
LW65	1.00	0.18919	0.18919	66796.01	55415.20	55415.20	True
LW65	1.17	0.25351	0.25351	66796.01	58645.10	58645.10	True
LW65	1.33	0.32552	0.32552	66796.01	62261.30	62261.30	True
LW65	1.50	0.38606	0.38606	66796.01	65300.90	65300.90	True
LW65	1.67	0.40751	0.40751	66796.01	66378.20	66378.20	True
LW65	1.83	0.42415	0.42415	66796.01	67213.82	67213.82	True
LW65	2.00	0.43743	0.43743	66796.01	67880.70	67880.70	True
LW65	2.17	0.44903	0.44903	66796.01	68463.20	68463.20	True
LW65	2.33	0.46014	0.46014	66796.01	69021.20	69021.20	True
LW65	2.50	0.47214	0.47214	66796.01	69623.50	69623.50	True
LW65	2.67	0.48386	0.48386	66796.01	70212.10	70212.10	True
LW65	2.83	0.49318	0.49318	66796.01	70679.91	70679.91	True
LW65	3.00	0.49765	0.49765	66796.01	70904.70	70904.70	True
LW65	3.17	0.50010	0.50010	66796.01	71027.50	71027.50	True
LW65	3.33	0.50255	0.50255	66796.01	71150.40	71150.40	True
LW65	3.50	0.50382	0.50382	66796.01	71214.60	71214.60	True
LW65	3.67	0.50499	0.50499	66796.01	71273.30	71273.30	True
LW65	3.83	0.50450	0.50450	66796.01	71248.36	71248.36	True
LW65	4.00	0.50254	0.50254	66796.01	71150.30	71150.30	True
LW65	4.17	0.49127	0.49127	66796.01	70584.40	70584.40	True
LW65	4.33	0.46974	0.46974	66796.01	69503.10	69503.10	True
LW65	4.50	0.44409	0.44409	66796.01	68214.90	68214.90	True
LW65	4.67	0.41085	0.41085	66796.01	66545.80	66545.80	True
LW65	4.83	0.36640	0.36640	66796.01	64314.18	64314.18	True
LW65	5.00	0.31281	0.31281	66796.01	61622.90	61622.90	True
LW65	5.17	0.24710	0.24710	66796.01	58323.30	58323.30	True
LW65	5.33	0.17989	0.17989	66796.01	54948.60	54948.60	True
LW65	5.50	0.11582	0.11582	66796.01	51731.00	51731.00	True
LW65	5.67	0.06546	0.06546	66796.01	49202.20	49202.20	True
LW65	5.83	0.02781	0.02781	66796.01	47311.82	47311.82	True
LW65	6.00	0.00157	0.00157	66796.01	45994.20	45994.20	True
LW65	6.17	-0.01246	-0.01246	66796.01	45289.80	45289.80	True
LW65	6.33	-0.02336	-0.02336	66796.01	44742.40	44742.40	True
LW65	6.50	-0.02811	-0.02811	66796.01	44504.00	44504.00	True
LW65	6.67	-0.02910	-0.02910	66796.01	44453.90	44453.90	True
LW65	6.83	-0.03074	-0.03074	66796.01	44371.64	44371.64	True
LW65	7.00	-0.03002	-0.03002	66796.01	44408.00	44408.00	True
LW65	7.17	-0.02636	-0.02636	66796.01	44591.90	44591.90	True
LW65	7.33	-0.02428	-0.02428	66796.01	44696.10	44696.10	True
LW65	7.50	-0.02044	-0.02044	66796.01	44889.20	44889.20	True
LW65	7.67	-0.01406	-0.01406	66796.01	45209.20	45209.20	True
LW65	7.83	-0.00430	-0.00430	66796.01	45699.18	45699.18	True
LW65	8.00	0.00752	0.00752	66796.01	46292.90	46292.90	True
LW65	8.17	0.02225	0.02225	66796.01	47032.50	47032.50	True
LW65	8.33	0.03558	0.03558	66796.01	47701.80	47701.80	True
LW65	8.50	0.05482	0.05482	66796.01	48667.90	48667.90	True
LW65	8.67	0.07566	0.07566	66796.01	49714.40	49714.40	True
LW65	8.83	0.09696	0.09696	66796.01	50784.36	50784.36	True
LW65	9.00	0.12171	0.12171	66796.01	52027.00	52027.00	True
LW65	9.17	0.14443	0.14443	66796.01	53168.00	53168.00	True
LW65	9.33	0.17072	0.17072	66796.01	54488.10	54488.10	True
LW65	9.50	0.19429	0.19429	66796.01	55671.40	55671.40	True
LW65	9.67	0.22009	0.22009	66796.01	56966.90	56966.90	True
LW65	9.83	0.24529	0.24529	66796.01	58232.64	58232.64	True
LW65	10.00	0.27124	0.27124	66796.01	59535.60	59535.60	True
LW65	10.17	0.29493	0.29493	66796.01	60725.10	60725.10	True
LW65	10.33	0.31491	0.31491	66796.01	61728.60	61728.60	True
LW65	10.50	0.33589	0.33589	66796.01	62781.70	62781.70	True
LW65	10.67	0.35392	0.35392	66796.01	63687.50	63687.50	True
LW65	10.83	0.37134	0.37134	66796.01	64562.09	64562.09	True
LW65	11.00	0.39018	0.39018	66796.01	65508.00	65508.00	True
LW65	11.17	0.40574	0.40574	66796.01	66289.50	66289.50	True
LW65	11.33	0.42069	0.42069	66796.01	67040.00	67040.00	True
LW65	11.50	0.43463	0.43463	66796.01	67739.90	67739.90	True
LW65	11.67	0.44971	0.44971	66796.01	68497.20	68497.20	True
LW65	11.83	0.46069	0.46069	66796.01	69048.45	69048.45	True
LW65	12.00	0.47180	0.47180	66796.01	69606.30	69606.30	True
LW65	12.17	0.48317	0.48317	66796.01	70177.60	70177.60	True
LW65	12.33	0.49533	0.49533	66796.01	70788.10	70788.10	True
LW65	12.50	0.50430	0.50430	66796.01	71238.40	71238.40	True
LW65	12.67	0.51461	0.51461	66796.01	71756.10	71756.10	True
LW65	12.83	0.52522	0.52522	66796.01	72288.91	72288.91	True
LW65	13.00	0.53374	0.53374	66796.01	72717.00	72717.00	True
LW65	13.17	0.54041	0.54041	66796.01	73052.00	73052.00	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