2026-04-20 B3.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 epidermidis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus epidermidis | Run: 2026-04-20 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	2026-04-20 inc5	Run date	2026-04-20
Media	FB	Incubator	inc5
Well file	2026-04-20 B3.xlsx	Well ID	B3
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	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	2.30673	2.0-42.0 h
LW60	end_norm	0.11151	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.11151	2.0-42.0 h
LW60	max_norm	0.11151	2.0-42.0 h
LW60	min_norm	-0.03006	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	0.00350	2.0-42.0 h
LW61	auc_norm	17.08298	2.0-42.0 h
LW61	end_norm	0.77956	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.77956	2.0-42.0 h
LW61	max_norm	0.77956	2.0-42.0 h
LW61	min_norm	0.00883	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	0.01969	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	0.36432	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.27235	2.0-42.0 h
LW63	slope_norm		2.0-42.0 h
LW64	auc_norm	-0.09944	2.0-42.0 h
LW64	end_norm	0.01946	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.01946	2.0-42.0 h
LW64	max_norm	0.01946	2.0-42.0 h
LW64	min_norm	-0.01354	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	0.00046	2.0-42.0 h
LW65	auc_norm	3.89744	2.0-42.0 h
LW65	end_norm	0.15956	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.15956	2.0-42.0 h
LW65	max_norm	0.15956	2.0-42.0 h
LW65	min_norm	-0.00071	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	0.00429	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 808 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	9518.96364	123.45086	Ready
LW65	5	9252.02545	171.70761	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	0.00–67.17 h	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	0.00–67.17 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.17 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.17 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.17 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	9572.13	7675.27	7675.27	True
LW60	0.17	-0.15700	-0.15700	9572.13	9229.50	9229.50	True
LW60	0.33	-0.08872	-0.08872	9572.13	9355.40	9355.40	True
LW60	0.50	-0.04359	-0.04359	9572.13	9438.60	9438.60	True
LW60	0.67	0.00479	0.00479	9572.13	9527.80	9527.80	True
LW60	0.83	0.06142	0.06142	9572.13	9632.20	9632.20	True
LW60	1.00	0.06609	0.06609	9572.13	9640.82	9640.82	True
LW60	1.17	0.05654	0.05654	9572.13	9623.20	9623.20	True
LW60	1.33	0.04319	0.04319	9572.13	9598.60	9598.60	True
LW60	1.50	0.04471	0.04471	9572.13	9601.40	9601.40	True
LW60	1.67	0.03300	0.03300	9572.13	9579.80	9579.80	True
LW60	1.83	0.02467	0.02467	9572.13	9564.45	9564.45	True
LW60	2.00	0.01933	0.01933	9572.13	9554.60	9554.60	True
LW60	2.17	0.01889	0.01889	9572.13	9553.80	9553.80	True
LW60	2.33	0.00881	0.00881	9572.13	9535.20	9535.20	True
LW60	2.50	-0.00096	-0.00096	9572.13	9517.20	9517.20	True
LW60	2.67	-0.00692	-0.00692	9572.13	9506.20	9506.20	True
LW60	2.83	-0.01053	-0.01053	9572.13	9499.55	9499.55	True
LW60	3.00	-0.02298	-0.02298	9572.13	9476.60	9476.60	True
LW60	3.17	-0.03480	-0.03480	9572.13	9454.80	9454.80	True
LW60	3.33	-0.04489	-0.04489	9572.13	9436.20	9436.20	True
LW60	3.50	-0.05411	-0.05411	9572.13	9419.20	9419.20	True
LW60	3.67	-0.06073	-0.06073	9572.13	9407.00	9407.00	True
LW60	3.83	-0.06408	-0.06408	9572.13	9400.82	9400.82	True
LW60	4.00	-0.06669	-0.06669	9572.13	9396.00	9396.00	True
LW60	4.17	-0.07516	-0.07516	9572.13	9380.40	9380.40	True
LW60	4.33	-0.08503	-0.08503	9572.13	9362.20	9362.20	True
LW60	4.50	-0.08546	-0.08546	9572.13	9361.40	9361.40	True
LW60	4.67	-0.09175	-0.09175	9572.13	9349.80	9349.80	True
LW60	4.83	-0.09830	-0.09830	9572.13	9337.73	9337.73	True
LW60	5.00	-0.10065	-0.10065	9572.13	9333.40	9333.40	True
LW60	5.17	-0.11171	-0.11171	9572.13	9313.00	9313.00	True
LW60	5.33	-0.11139	-0.11139	9572.13	9313.60	9313.60	True
LW60	5.50	-0.11150	-0.11150	9572.13	9313.40	9313.40	True
LW60	5.67	-0.11616	-0.11616	9572.13	9304.80	9304.80	True
LW60	5.83	-0.11832	-0.11832	9572.13	9300.82	9300.82	True
LW60	6.00	-0.12440	-0.12440	9572.13	9289.60	9289.60	True
LW60	6.17	-0.12419	-0.12419	9572.13	9290.00	9290.00	True
LW60	6.33	-0.12430	-0.12430	9572.13	9289.80	9289.80	True
LW60	6.50	-0.12723	-0.12723	9572.13	9284.40	9284.40	True
LW60	6.67	-0.12440	-0.12440	9572.13	9289.60	9289.60	True
LW60	6.83	-0.12473	-0.12473	9572.13	9289.00	9289.00	True
LW60	7.00	-0.11920	-0.11920	9572.13	9299.20	9299.20	True
LW60	7.17	-0.10824	-0.10824	9572.13	9319.40	9319.40	True
LW60	7.33	-0.09653	-0.09653	9572.13	9341.00	9341.00	True
LW60	7.50	-0.08665	-0.08665	9572.13	9359.20	9359.20	True
LW60	7.67	-0.07331	-0.07331	9572.13	9383.80	9383.80	True
LW60	7.83	-0.05333	-0.05333	9572.13	9420.64	9420.64	True
LW60	8.00	-0.04109	-0.04109	9572.13	9443.20	9443.20	True
LW60	8.17	-0.02536	-0.02536	9572.13	9472.20	9472.20	True
LW60	8.33	-0.00931	-0.00931	9572.13	9501.80	9501.80	True
LW60	8.50	0.00327	0.00327	9572.13	9525.00	9525.00	True
LW60	8.67	0.01748	0.01748	9572.13	9551.20	9551.20	True
LW60	8.83	0.03394	0.03394	9572.13	9581.55	9581.55	True
LW60	9.00	0.04580	0.04580	9572.13	9603.40	9603.40	True
LW60	9.17	0.05795	0.05795	9572.13	9625.80	9625.80	True
LW60	9.33	0.06945	0.06945	9572.13	9647.00	9647.00	True
LW60	9.50	0.07867	0.07867	9572.13	9664.00	9664.00	True
LW60	9.67	0.09299	0.09299	9572.13	9690.40	9690.40	True
LW60	9.83	0.10485	0.10485	9572.13	9712.27	9712.27	True
LW60	10.00	0.11219	0.11219	9572.13	9725.80	9725.80	True
LW60	10.17	0.12401	0.12401	9572.13	9747.60	9747.60	True
LW60	10.33	0.12781	0.12781	9572.13	9754.60	9754.60	True
LW60	10.50	0.13855	0.13855	9572.13	9774.40	9774.40	True
LW60	10.67	0.14733	0.14733	9572.13	9790.60	9790.60	True
LW60	10.83	0.14863	0.14863	9572.13	9793.00	9793.00	True
LW60	11.00	0.15954	0.15954	9572.13	9813.10	9813.10	True
LW60	11.17	0.16876	0.16876	9572.13	9830.10	9830.10	True
LW60	11.33	0.17928	0.17928	9572.13	9849.50	9849.50	True
LW60	11.50	0.18655	0.18655	9572.13	9862.90	9862.90	True
LW60	11.67	0.18948	0.18948	9572.13	9868.30	9868.30	True
LW60	11.83	0.20125	0.20125	9572.13	9890.00	9890.00	True
LW60	12.00	0.20157	0.20157	9572.13	9890.60	9890.60	True
LW60	12.17	0.20559	0.20559	9572.13	9898.00	9898.00	True
LW60	12.33	0.21470	0.21470	9572.13	9914.80	9914.80	True
LW60	12.50	0.21448	0.21448	9572.13	9914.40	9914.40	True
LW60	12.67	0.22630	0.22630	9572.13	9936.20	9936.20	True
LW60	12.83	0.22768	0.22768	9572.13	9938.73	9938.73	True
LW60	13.00	0.22869	0.22869	9572.13	9940.60	9940.60	True
LW60	13.17	0.23151	0.23151	9572.13	9945.80	9945.80	True
LW65	0.00	-0.94442	-0.94442	9521.18	7399.09	7399.09	True
LW65	0.17	-0.23070	-0.23070	9521.18	8799.40	8799.40	True
LW65	0.33	-0.12117	-0.12117	9521.18	9014.30	9014.30	True
LW65	0.50	-0.04874	-0.04874	9521.18	9156.40	9156.40	True
LW65	0.67	0.00728	0.00728	9521.18	9266.30	9266.30	True
LW65	0.83	0.06900	0.06900	9521.18	9387.40	9387.40	True
LW65	1.00	0.09363	0.09363	9521.18	9435.73	9435.73	True
LW65	1.17	0.10845	0.10845	9521.18	9464.80	9464.80	True
LW65	1.33	0.11548	0.11548	9521.18	9478.60	9478.60	True
LW65	1.50	0.12792	0.12792	9521.18	9503.00	9503.00	True
LW65	1.67	0.13404	0.13404	9521.18	9515.00	9515.00	True
LW65	1.83	0.14034	0.14034	9521.18	9527.36	9527.36	True
LW65	2.00	0.14199	0.14199	9521.18	9530.60	9530.60	True
LW65	2.17	0.15014	0.15014	9521.18	9546.60	9546.60	True
LW65	2.33	0.15289	0.15289	9521.18	9552.00	9552.00	True
LW65	2.50	0.15228	0.15228	9521.18	9550.80	9550.80	True
LW65	2.67	0.14912	0.14912	9521.18	9544.60	9544.60	True
LW65	2.83	0.14729	0.14729	9521.18	9541.00	9541.00	True
LW65	3.00	0.14504	0.14504	9521.18	9536.60	9536.60	True
LW65	3.17	0.14127	0.14127	9521.18	9529.20	9529.20	True
LW65	3.33	0.14158	0.14158	9521.18	9529.80	9529.80	True
LW65	3.50	0.13903	0.13903	9521.18	9524.80	9524.80	True
LW65	3.67	0.14015	0.14015	9521.18	9527.00	9527.00	True
LW65	3.83	0.14034	0.14034	9521.18	9527.36	9527.36	True
LW65	4.00	0.14188	0.14188	9521.18	9530.40	9530.40	True
LW65	4.17	0.14127	0.14127	9521.18	9529.20	9529.20	True
LW65	4.33	0.13811	0.13811	9521.18	9523.00	9523.00	True
LW65	4.50	0.14015	0.14015	9521.18	9527.00	9527.00	True
LW65	4.67	0.13669	0.13669	9521.18	9520.20	9520.20	True
LW65	4.83	0.13376	0.13376	9521.18	9514.45	9514.45	True
LW65	5.00	0.13811	0.13811	9521.18	9523.00	9523.00	True
LW65	5.17	0.13506	0.13506	9521.18	9517.00	9517.00	True
LW65	5.33	0.13658	0.13658	9521.18	9520.00	9520.00	True
LW65	5.50	0.13648	0.13648	9521.18	9519.80	9519.80	True
LW65	5.67	0.13822	0.13822	9521.18	9523.20	9523.20	True
LW65	5.83	0.14163	0.14163	9521.18	9529.91	9529.91	True
LW65	6.00	0.13658	0.13658	9521.18	9520.00	9520.00	True
LW65	6.17	0.13801	0.13801	9521.18	9522.80	9522.80	True
LW65	6.33	0.14158	0.14158	9521.18	9529.80	9529.80	True
LW65	6.50	0.14127	0.14127	9521.18	9529.20	9529.20	True
LW65	6.67	0.14148	0.14148	9521.18	9529.60	9529.60	True
LW65	6.83	0.14228	0.14228	9521.18	9531.18	9531.18	True
LW65	7.00	0.15004	0.15004	9521.18	9546.40	9546.40	True
LW65	7.17	0.15667	0.15667	9521.18	9559.40	9559.40	True
LW65	7.33	0.16645	0.16645	9521.18	9578.60	9578.60	True
LW65	7.50	0.17206	0.17206	9521.18	9589.60	9589.60	True
LW65	7.67	0.18337	0.18337	9521.18	9611.80	9611.80	True
LW65	7.83	0.19158	0.19158	9521.18	9627.91	9627.91	True
LW65	8.00	0.20509	0.20509	9521.18	9654.40	9654.40	True
LW65	8.17	0.21987	0.21987	9521.18	9683.40	9683.40	True
LW65	8.33	0.23006	0.23006	9521.18	9703.40	9703.40	True
LW65	8.50	0.24189	0.24189	9521.18	9726.60	9726.60	True
LW65	8.67	0.25402	0.25402	9521.18	9750.40	9750.40	True
LW65	8.83	0.26581	0.26581	9521.18	9773.55	9773.55	True
LW65	9.00	0.27695	0.27695	9521.18	9795.40	9795.40	True
LW65	9.17	0.28348	0.28348	9521.18	9808.20	9808.20	True
LW65	9.33	0.29673	0.29673	9521.18	9834.20	9834.20	True
LW65	9.50	0.30422	0.30422	9521.18	9848.90	9848.90	True
LW65	9.67	0.32170	0.32170	9521.18	9883.20	9883.20	True
LW65	9.83	0.33073	0.33073	9521.18	9900.91	9900.91	True
LW65	10.00	0.33863	0.33863	9521.18	9916.40	9916.40	True
LW65	10.17	0.34974	0.34974	9521.18	9938.20	9938.20	True
LW65	10.33	0.35820	0.35820	9521.18	9954.80	9954.80	True
LW65	10.50	0.37323	0.37323	9521.18	9984.30	9984.30	True
LW65	10.67	0.38429	0.38429	9521.18	10006.00	10006.00	True
LW65	10.83	0.38907	0.38907	9521.18	10015.36	10015.36	True
LW65	11.00	0.40071	0.40071	9521.18	10038.20	10038.20	True
LW65	11.17	0.41059	0.41059	9521.18	10057.60	10057.60	True
LW65	11.33	0.42176	0.42176	9521.18	10079.50	10079.50	True
LW65	11.50	0.42731	0.42731	9521.18	10090.40	10090.40	True
LW65	11.67	0.43618	0.43618	9521.18	10107.80	10107.80	True
LW65	11.83	0.44851	0.44851	9521.18	10132.00	10132.00	True
LW65	12.00	0.45004	0.45004	9521.18	10135.00	10135.00	True
LW65	12.17	0.46116	0.46116	9521.18	10156.80	10156.80	True
LW65	12.33	0.46488	0.46488	9521.18	10164.10	10164.10	True
LW65	12.50	0.47685	0.47685	9521.18	10187.60	10187.60	True
LW65	12.67	0.48195	0.48195	9521.18	10197.60	10197.60	True
LW65	12.83	0.48920	0.48920	9521.18	10211.82	10211.82	True
LW65	13.00	0.49423	0.49423	9521.18	10221.70	10221.70	True
LW65	13.17	0.49826	0.49826	9521.18	10229.60	10229.60	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