2026-04-10 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: Staphylococcus aureus
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus aureus | Run: 2026-04-10 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	2026-04-10 inc5	Run date	2026-04-10
Media	FB	Incubator	inc5
Well file	2026-04-10 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	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	14.34470	2.0-42.0 h
LW60	end_norm	0.50676	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.50676	2.0-42.0 h
LW60	max_norm	0.50676	2.0-42.0 h
LW60	min_norm	0.00536	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	0.01044	2.0-42.0 h
LW61	auc_norm	13.22028	2.0-42.0 h
LW61	end_norm	0.60263	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.60263	2.0-42.0 h
LW61	max_norm	0.60263	2.0-42.0 h
LW61	min_norm	-0.00322	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	0.01394	2.0-42.0 h
LW62	auc_norm	-20.73129	2.0-42.0 h
LW62	end_norm	-0.61969	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.61969	2.0-42.0 h
LW62	max_norm	0.02564	2.0-42.0 h
LW62	min_norm	-0.61969	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	-0.00801	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	0.03776	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.01784	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	0.04866	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	2.95745	2.0-42.0 h
LW65	end_norm	0.10284	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.10284	2.0-42.0 h
LW65	max_norm	0.10284	2.0-42.0 h
LW65	min_norm	-0.00107	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	0.00199	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 514 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	10112.04727	46.01378	Ready
LW65	5	7497.97273	51.98148	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	0.00–44.33 h	6602.04–192102.45 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	6602.04–192102.45 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	6602.04–192102.45 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	6602.04–192102.45 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	0.00–44.33 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 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	0.44733	0.44733	10343.52	192102.45	12569.67	True
LW60	0.17	0.11215	0.11215	10343.52	10728.20	10728.20	True
LW60	0.33	-0.00481	-0.00481	10343.52	10085.60	10085.60	True
LW60	0.50	-0.00966	-0.00966	10343.52	10059.00	10059.00	True
LW60	0.67	-0.00223	-0.00223	10343.52	10099.80	10099.80	True
LW60	0.83	0.00520	0.00520	10343.52	10140.64	10140.64	True
LW60	1.00	0.01149	0.01149	10343.52	10175.20	10175.20	True
LW60	1.17	0.01676	0.01676	10343.52	10204.10	10204.10	True
LW60	1.33	0.02303	0.02303	10343.52	10238.60	10238.60	True
LW60	1.50	0.02915	0.02915	10343.52	10272.20	10272.20	True
LW60	1.67	0.03849	0.03849	10343.52	10323.50	10323.50	True
LW60	1.83	0.04578	0.04578	10343.52	10363.55	10363.55	True
LW60	2.00	0.05223	0.05223	10343.52	10399.00	10399.00	True
LW60	2.17	0.05722	0.05722	10343.52	10426.40	10426.40	True
LW60	2.33	0.06290	0.06290	10343.52	10457.60	10457.60	True
LW60	2.50	0.06825	0.06825	10343.52	10487.00	10487.00	True
LW60	2.67	0.07493	0.07493	10343.52	10523.70	10523.70	True
LW60	2.83	0.08382	0.08382	10343.52	10572.55	10572.55	True
LW60	3.00	0.09096	0.09096	10343.52	10611.80	10611.80	True
LW60	3.17	0.10605	0.10605	10343.52	10694.70	10694.70	True
LW60	3.33	0.13068	0.13068	10343.52	10830.00	10830.00	True
LW60	3.50	0.16066	0.16066	10343.52	10994.70	10994.70	True
LW60	3.67	0.19166	0.19166	10343.52	11165.00	11165.00	True
LW60	3.83	0.22311	0.22311	10343.52	11337.82	11337.82	True
LW60	4.00	0.24666	0.24666	10343.52	11467.20	11467.20	True
LW60	4.17	0.26437	0.26437	10343.52	11564.50	11564.50	True
LW60	4.33	0.28154	0.28154	10343.52	11658.80	11658.80	True
LW60	4.50	0.29650	0.29650	10343.52	11741.00	11741.00	True
LW60	4.67	0.31152	0.31152	10343.52	11823.50	11823.50	True
LW60	4.83	0.32612	0.32612	10343.52	11903.73	11903.73	True
LW60	5.00	0.33718	0.33718	10343.52	11964.50	11964.50	True
LW60	5.17	0.34628	0.34628	10343.52	12014.50	12014.50	True
LW60	5.33	0.35311	0.35311	10343.52	12052.00	12052.00	True
LW60	5.50	0.36130	0.36130	10343.52	12097.00	12097.00	True
LW60	5.67	0.36676	0.36676	10343.52	12127.00	12127.00	True
LW60	5.83	0.36974	0.36974	10343.52	12143.36	12143.36	True
LW60	6.00	0.37317	0.37317	10343.52	12162.20	12162.20	True
LW60	6.17	0.37695	0.37695	10343.52	12183.00	12183.00	True
LW60	6.33	0.38150	0.38150	10343.52	12208.00	12208.00	True
LW60	6.50	0.38423	0.38423	10343.52	12223.00	12223.00	True
LW60	6.67	0.38605	0.38605	10343.52	12233.00	12233.00	True
LW60	6.83	0.39019	0.39019	10343.52	12255.73	12255.73	True
LW60	7.00	0.39379	0.39379	10343.52	12275.50	12275.50	True
LW60	7.17	0.39847	0.39847	10343.52	12301.20	12301.20	True
LW60	7.33	0.40353	0.40353	10343.52	12329.00	12329.00	True
LW60	7.50	0.40944	0.40944	10343.52	12361.50	12361.50	True
LW60	7.67	0.41590	0.41590	10343.52	12397.00	12397.00	True
LW60	7.83	0.42323	0.42323	10343.52	12437.27	12437.27	True
LW60	8.00	0.43150	0.43150	10343.52	12482.70	12482.70	True
LW60	8.17	0.43893	0.43893	10343.52	12523.50	12523.50	True
LW60	8.33	0.44859	0.44859	10343.52	12576.60	12576.60	True
LW60	8.50	0.45870	0.45870	10343.52	12632.10	12632.10	True
LW60	8.67	0.46752	0.46752	10343.52	12680.60	12680.60	True
LW60	8.83	0.47898	0.47898	10343.52	12743.55	12743.55	True
LW60	9.00	0.48833	0.48833	10343.52	12794.90	12794.90	True
LW60	9.17	0.49808	0.49808	10343.52	12848.50	12848.50	True
LW60	9.33	0.50735	0.50735	10343.52	12899.40	12899.40	True
LW60	9.50	0.51570	0.51570	10343.52	12945.30	12945.30	True
LW60	9.67	0.52453	0.52453	10343.52	12993.80	12993.80	True
LW60	9.83	0.53213	0.53213	10343.52	13035.55	13035.55	True
LW60	10.00	0.53995	0.53995	10343.52	13078.50	13078.50	True
LW60	10.17	0.54597	0.54597	10343.52	13111.60	13111.60	True
LW60	10.33	0.55196	0.55196	10343.52	13144.50	13144.50	True
LW60	10.50	0.55715	0.55715	10343.52	13173.00	13173.00	True
LW60	10.67	0.56186	0.56186	10343.52	13198.90	13198.90	True
LW60	10.83	0.56602	0.56602	10343.52	13221.73	13221.73	True
LW60	11.00	0.56975	0.56975	10343.52	13242.20	13242.20	True
LW60	11.17	0.57207	0.57207	10343.52	13255.00	13255.00	True
LW60	11.33	0.57572	0.57572	10343.52	13275.00	13275.00	True
LW60	11.50	0.58045	0.58045	10343.52	13301.00	13301.00	True
LW60	11.67	0.58187	0.58187	10343.52	13308.80	13308.80	True
LW60	11.83	0.58642	0.58642	10343.52	13333.82	13333.82	True
LW60	12.00	0.58837	0.58837	10343.52	13344.50	13344.50	True
LW60	12.17	0.59162	0.59162	10343.52	13362.40	13362.40	True
LW60	12.33	0.59494	0.59494	10343.52	13380.60	13380.60	True
LW60	12.50	0.59730	0.59730	10343.52	13393.60	13393.60	True
LW60	12.67	0.59967	0.59967	10343.52	13406.60	13406.60	True
LW60	12.83	0.60350	0.60350	10343.52	13427.64	13427.64	True
LW60	13.00	0.60484	0.60484	10343.52	13435.00	13435.00	True
LW60	13.17	0.60848	0.60848	10343.52	13455.00	13455.00	True
LW65	0.00	1.00000	1.00000	7393.65	165525.27	8361.56	True
LW65	0.17	0.28779	0.28779	7393.65	7746.50	7746.50	True
LW65	0.33	0.08688	0.08688	7393.65	7573.00	7573.00	True
LW65	0.50	0.02713	0.02713	7393.65	7521.40	7521.40	True
LW65	0.67	-0.00750	-0.00750	7393.65	7491.50	7491.50	True
LW65	0.83	-0.03776	-0.03776	7393.65	7465.36	7465.36	True
LW65	1.00	-0.06875	-0.06875	7393.65	7438.60	7438.60	True
LW65	1.17	-0.08473	-0.08473	7393.65	7424.80	7424.80	True
LW65	1.33	-0.10071	-0.10071	7393.65	7411.00	7411.00	True
LW65	1.50	-0.11403	-0.11403	7393.65	7399.50	7399.50	True
LW65	1.67	-0.11669	-0.11669	7393.65	7397.20	7397.20	True
LW65	1.83	-0.12492	-0.12492	7393.65	7390.09	7390.09	True
LW65	2.00	-0.12734	-0.12734	7393.65	7388.00	7388.00	True
LW65	2.17	-0.12734	-0.12734	7393.65	7388.00	7388.00	True
LW65	2.33	-0.12734	-0.12734	7393.65	7388.00	7388.00	True
LW65	2.50	-0.12734	-0.12734	7393.65	7388.00	7388.00	True
LW65	2.67	-0.12734	-0.12734	7393.65	7388.00	7388.00	True
LW65	2.83	-0.12734	-0.12734	7393.65	7388.00	7388.00	True
LW65	3.00	-0.13001	-0.13001	7393.65	7385.70	7385.70	True
LW65	3.17	-0.12468	-0.12468	7393.65	7390.30	7390.30	True
LW65	3.33	-0.09805	-0.09805	7393.65	7413.30	7413.30	True
LW65	3.50	-0.06342	-0.06342	7393.65	7443.20	7443.20	True
LW65	3.67	-0.03946	-0.03946	7393.65	7463.90	7463.90	True
LW65	3.83	0.00582	0.00582	7393.65	7503.00	7503.00	True
LW65	4.00	0.03245	0.03245	7393.65	7526.00	7526.00	True
LW65	4.17	0.04913	0.04913	7393.65	7540.40	7540.40	True
LW65	4.33	0.07889	0.07889	7393.65	7566.10	7566.10	True
LW65	4.50	0.08954	0.08954	7393.65	7575.30	7575.30	True
LW65	4.67	0.11618	0.11618	7393.65	7598.30	7598.30	True
LW65	4.83	0.13772	0.13772	7393.65	7616.91	7616.91	True
LW65	5.00	0.14015	0.14015	7393.65	7619.00	7619.00	True
LW65	5.17	0.16145	0.16145	7393.65	7637.40	7637.40	True
LW65	5.33	0.17211	0.17211	7393.65	7646.60	7646.60	True
LW65	5.50	0.19341	0.19341	7393.65	7665.00	7665.00	True
LW65	5.67	0.19608	0.19608	7393.65	7667.30	7667.30	True
LW65	5.83	0.21520	0.21520	7393.65	7683.82	7683.82	True
LW65	6.00	0.22005	0.22005	7393.65	7688.00	7688.00	True
LW65	6.17	0.22005	0.22005	7393.65	7688.00	7688.00	True
LW65	6.33	0.22005	0.22005	7393.65	7688.00	7688.00	True
LW65	6.50	0.22005	0.22005	7393.65	7688.00	7688.00	True
LW65	6.67	0.22005	0.22005	7393.65	7688.00	7688.00	True
LW65	6.83	0.22005	0.22005	7393.65	7688.00	7688.00	True
LW65	7.00	0.22005	0.22005	7393.65	7688.00	7688.00	True
LW65	7.17	0.22560	0.22560	7393.65	7692.80	7692.80	True
LW65	7.33	0.22005	0.22005	7393.65	7688.00	7688.00	True
LW65	7.50	0.23394	0.23394	7393.65	7700.00	7700.00	True
LW65	7.67	0.24784	0.24784	7393.65	7712.00	7712.00	True
LW65	7.83	0.25268	0.25268	7393.65	7716.18	7716.18	True
LW65	8.00	0.27181	0.27181	7393.65	7732.70	7732.70	True
LW65	8.17	0.28779	0.28779	7393.65	7746.50	7746.50	True
LW65	8.33	0.30110	0.30110	7393.65	7758.00	7758.00	True
LW65	8.50	0.32774	0.32774	7393.65	7781.00	7781.00	True
LW65	8.67	0.34719	0.34719	7393.65	7797.80	7797.80	True
LW65	8.83	0.36763	0.36763	7393.65	7815.45	7815.45	True
LW65	9.00	0.38216	0.38216	7393.65	7828.00	7828.00	True
LW65	9.17	0.40080	0.40080	7393.65	7844.10	7844.10	True
LW65	9.33	0.41412	0.41412	7393.65	7855.60	7855.60	True
LW65	9.50	0.43543	0.43543	7393.65	7874.00	7874.00	True
LW65	9.67	0.44654	0.44654	7393.65	7883.60	7883.60	True
LW65	9.83	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	10.00	0.46588	0.46588	7393.65	7900.30	7900.30	True
LW65	10.17	0.47387	0.47387	7393.65	7907.20	7907.20	True
LW65	10.33	0.48186	0.48186	7393.65	7914.10	7914.10	True
LW65	10.50	0.47653	0.47653	7393.65	7909.50	7909.50	True
LW65	10.67	0.47653	0.47653	7393.65	7909.50	7909.50	True
LW65	10.83	0.47775	0.47775	7393.65	7910.55	7910.55	True
LW65	11.00	0.47387	0.47387	7393.65	7907.20	7907.20	True
LW65	11.17	0.46588	0.46588	7393.65	7900.30	7900.30	True
LW65	11.33	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	11.50	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	11.67	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	11.83	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	12.00	0.45766	0.45766	7393.65	7893.20	7893.20	True
LW65	12.17	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	12.33	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	12.50	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	12.67	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	12.83	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	13.00	0.46322	0.46322	7393.65	7898.00	7898.00	True
LW65	13.17	0.46322	0.46322	7393.65	7898.00	7898.00	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