2026-03-27 B1.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 schleiferi
Dataset: LB-v0
Medium: LB
Role: sample

View signal plots View calculation

Dataset: LB-v0 | Medium: LB | Organism: Staphylococcus schleiferi | Run: 2026-03-27 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	2026-03-27 inc5	Run date	2026-03-27
Media	LB	Incubator	inc5
Well file	2026-03-27 B1.xlsx	Well ID	B1
Sample role	sample	Sample status	mapped_sample
Main analysis included	False	Red/pink flag	False
LW65 problem flag	False	Source group
Strain source	ATCC 49545	Preprocessing	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	7.27106	2.0-42.0 h
LW60	end_norm	0.24536	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.24536	2.0-42.0 h
LW60	max_norm	0.24536	2.0-42.0 h
LW60	min_norm	0.01007	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	0.00506	2.0-42.0 h
LW61	auc_norm	13.46470	2.0-42.0 h
LW61	end_norm	0.43418	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.43418	2.0-42.0 h
LW61	max_norm	0.43418	2.0-42.0 h
LW61	min_norm	0.02066	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	0.00857	2.0-42.0 h
LW62	auc_norm	-22.84441	2.0-42.0 h
LW62	end_norm	-0.64625	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.64662	2.0-42.0 h
LW62	max_norm	-0.11512	2.0-42.0 h
LW62	min_norm	-0.64662	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	-0.00501	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	0.09087	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	0.18830	2.0-42.0 h
LW64	end_norm	0.04350	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.04350	2.0-42.0 h
LW64	max_norm	0.04350	2.0-42.0 h
LW64	min_norm	-0.02337	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	0.00133	2.0-42.0 h
LW65	auc_norm	10.28386	2.0-42.0 h
LW65	end_norm	0.34503	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.34503	2.0-42.0 h
LW65	max_norm	0.34503	2.0-42.0 h
LW65	min_norm	0.01317	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	0.00704	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 LB-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 522 source points

Control overlay: mean of 8 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	7230.21636	215.26994	Ready
LW65	5	8172.61273	317.95403	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	0.00–67.83 h	5004.36–48539.60 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	5004.36–48539.60 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	5004.36–48539.60 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 h	5004.36–48539.60 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	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.83 h	-1.00000–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.83 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	-0.86448	-0.86448	7844.29	5004.36	5004.36	True
LW60	0.17	-0.19960	-0.19960	7844.29	6716.30	6716.30	True
LW60	0.33	-0.11454	-0.11454	7844.29	6935.30	6935.30	True
LW60	0.50	-0.04591	-0.04591	7844.29	7112.00	7112.00	True
LW60	0.67	0.00768	0.00768	7844.29	7250.00	7250.00	True
LW60	0.83	0.05397	0.05397	7844.29	7369.18	7369.18	True
LW60	1.00	0.09880	0.09880	7844.29	7484.60	7484.60	True
LW60	1.17	0.13670	0.13670	7844.29	7582.20	7582.20	True
LW60	1.33	0.17162	0.17162	7844.29	7672.10	7672.10	True
LW60	1.50	0.20141	0.20141	7844.29	7748.80	7748.80	True
LW60	1.67	0.22766	0.22766	7844.29	7816.40	7816.40	True
LW60	1.83	0.24933	0.24933	7844.29	7872.18	7872.18	True
LW60	2.00	0.26918	0.26918	7844.29	7923.30	7923.30	True
LW60	2.17	0.28646	0.28646	7844.29	7967.80	7967.80	True
LW60	2.33	0.29815	0.29815	7844.29	7997.90	7997.90	True
LW60	2.50	0.31093	0.31093	7844.29	8030.80	8030.80	True
LW60	2.67	0.31998	0.31998	7844.29	8054.10	8054.10	True
LW60	2.83	0.32835	0.32835	7844.29	8075.64	8075.64	True
LW60	3.00	0.33905	0.33905	7844.29	8103.20	8103.20	True
LW60	3.17	0.34538	0.34538	7844.29	8119.50	8119.50	True
LW60	3.33	0.35342	0.35342	7844.29	8140.20	8140.20	True
LW60	3.50	0.35878	0.35878	7844.29	8154.00	8154.00	True
LW60	3.67	0.36717	0.36717	7844.29	8175.60	8175.60	True
LW60	3.83	0.37541	0.37541	7844.29	8196.82	8196.82	True
LW60	4.00	0.38076	0.38076	7844.29	8210.60	8210.60	True
LW60	4.17	0.38904	0.38904	7844.29	8231.90	8231.90	True
LW60	4.33	0.39976	0.39976	7844.29	8259.50	8259.50	True
LW60	4.50	0.40888	0.40888	7844.29	8283.00	8283.00	True
LW60	4.67	0.41444	0.41444	7844.29	8297.30	8297.30	True
LW60	4.83	0.42587	0.42587	7844.29	8326.73	8326.73	True
LW60	5.00	0.43537	0.43537	7844.29	8351.20	8351.20	True
LW60	5.17	0.44353	0.44353	7844.29	8372.20	8372.20	True
LW60	5.33	0.45005	0.45005	7844.29	8389.00	8389.00	True
LW60	5.50	0.45809	0.45809	7844.29	8409.70	8409.70	True
LW60	5.67	0.46551	0.46551	7844.29	8428.80	8428.80	True
LW60	5.83	0.47480	0.47480	7844.29	8452.73	8452.73	True
LW60	6.00	0.48003	0.48003	7844.29	8466.20	8466.20	True
LW60	6.17	0.48745	0.48745	7844.29	8485.30	8485.30	True
LW60	6.33	0.49460	0.49460	7844.29	8503.70	8503.70	True
LW60	6.50	0.50015	0.50015	7844.29	8518.00	8518.00	True
LW60	6.67	0.51041	0.51041	7844.29	8544.40	8544.40	True
LW60	6.83	0.51576	0.51576	7844.29	8558.18	8558.18	True
LW60	7.00	0.52586	0.52586	7844.29	8584.20	8584.20	True
LW60	7.17	0.53507	0.53507	7844.29	8607.90	8607.90	True
LW60	7.33	0.54225	0.54225	7844.29	8626.40	8626.40	True
LW60	7.50	0.55064	0.55064	7844.29	8648.00	8648.00	True
LW60	7.67	0.55623	0.55623	7844.29	8662.40	8662.40	True
LW60	7.83	0.56321	0.56321	7844.29	8680.36	8680.36	True
LW60	8.00	0.56983	0.56983	7844.29	8697.40	8697.40	True
LW60	8.17	0.57822	0.57822	7844.29	8719.00	8719.00	True
LW60	8.33	0.58090	0.58090	7844.29	8725.90	8725.90	True
LW60	8.50	0.58447	0.58447	7844.29	8735.10	8735.10	True
LW60	8.67	0.59181	0.59181	7844.29	8754.00	8754.00	True
LW60	8.83	0.59478	0.59478	7844.29	8761.64	8761.64	True
LW60	9.00	0.59927	0.59927	7844.29	8773.20	8773.20	True
LW60	9.17	0.60579	0.60579	7844.29	8790.00	8790.00	True
LW60	9.33	0.61115	0.61115	7844.29	8803.80	8803.80	True
LW60	9.50	0.61566	0.61566	7844.29	8815.40	8815.40	True
LW60	9.67	0.61845	0.61845	7844.29	8822.60	8822.60	True
LW60	9.83	0.62066	0.62066	7844.29	8828.27	8828.27	True
LW60	10.00	0.62498	0.62498	7844.29	8839.40	8839.40	True
LW60	10.17	0.63244	0.63244	7844.29	8858.60	8858.60	True
LW60	10.33	0.63337	0.63337	7844.29	8861.00	8861.00	True
LW60	10.50	0.63616	0.63616	7844.29	8868.20	8868.20	True
LW60	10.67	0.64176	0.64176	7844.29	8882.60	8882.60	True
LW60	10.83	0.64512	0.64512	7844.29	8891.27	8891.27	True
LW60	11.00	0.64983	0.64983	7844.29	8903.40	8903.40	True
LW60	11.17	0.65442	0.65442	7844.29	8915.20	8915.20	True
LW60	11.33	0.65721	0.65721	7844.29	8922.40	8922.40	True
LW60	11.50	0.66094	0.66094	7844.29	8932.00	8932.00	True
LW60	11.67	0.66187	0.66187	7844.29	8934.40	8934.40	True
LW60	11.83	0.66179	0.66179	7844.29	8934.18	8934.18	True
LW60	12.00	0.66840	0.66840	7844.29	8951.20	8951.20	True
LW60	12.17	0.66933	0.66933	7844.29	8953.60	8953.60	True
LW60	12.33	0.67294	0.67294	7844.29	8962.90	8962.90	True
LW60	12.50	0.67384	0.67384	7844.29	8965.20	8965.20	True
LW60	12.67	0.68199	0.68199	7844.29	8986.20	8986.20	True
LW60	12.83	0.68852	0.68852	7844.29	9003.00	9003.00	True
LW60	13.00	0.69038	0.69038	7844.29	9007.80	9007.80	True
LW60	13.17	0.69411	0.69411	7844.29	9017.40	9017.40	True
LW65	0.00	-0.66209	-0.66209	9057.77	5485.91	5485.91	True
LW65	0.17	-0.21317	-0.21317	9057.77	7307.60	7307.60	True
LW65	0.33	-0.10900	-0.10900	9057.77	7730.30	7730.30	True
LW65	0.50	-0.04187	-0.04187	9057.77	8002.70	8002.70	True
LW65	0.67	0.00877	0.00877	9057.77	8208.20	8208.20	True
LW65	0.83	0.05169	0.05169	9057.77	8382.36	8382.36	True
LW65	1.00	0.09041	0.09041	9057.77	8539.50	8539.50	True
LW65	1.17	0.12413	0.12413	9057.77	8676.30	8676.30	True
LW65	1.33	0.15614	0.15614	9057.77	8806.20	8806.20	True
LW65	1.50	0.18132	0.18132	9057.77	8908.40	8908.40	True
LW65	1.67	0.20759	0.20759	9057.77	9015.00	9015.00	True
LW65	1.83	0.22867	0.22867	9057.77	9100.55	9100.55	True
LW65	2.00	0.24754	0.24754	9057.77	9177.10	9177.10	True
LW65	2.17	0.26624	0.26624	9057.77	9253.00	9253.00	True
LW65	2.33	0.28044	0.28044	9057.77	9310.60	9310.60	True
LW65	2.50	0.29404	0.29404	9057.77	9365.80	9365.80	True
LW65	2.67	0.30646	0.30646	9057.77	9416.20	9416.20	True
LW65	2.83	0.31705	0.31705	9057.77	9459.18	9459.18	True
LW65	3.00	0.32953	0.32953	9057.77	9509.80	9509.80	True
LW65	3.17	0.33899	0.33899	9057.77	9548.20	9548.20	True
LW65	3.33	0.34786	0.34786	9057.77	9584.20	9584.20	True
LW65	3.50	0.35733	0.35733	9057.77	9622.60	9622.60	True
LW65	3.67	0.36620	0.36620	9057.77	9658.60	9658.60	True
LW65	3.83	0.37727	0.37727	9057.77	9703.55	9703.55	True
LW65	4.00	0.38571	0.38571	9057.77	9737.80	9737.80	True
LW65	4.17	0.39340	0.39340	9057.77	9769.00	9769.00	True
LW65	4.33	0.40168	0.40168	9057.77	9802.60	9802.60	True
LW65	4.50	0.40878	0.40878	9057.77	9831.40	9831.40	True
LW65	4.67	0.41649	0.41649	9057.77	9862.70	9862.70	True
LW65	4.83	0.42645	0.42645	9057.77	9903.09	9903.09	True
LW65	5.00	0.43564	0.43564	9057.77	9940.40	9940.40	True
LW65	5.17	0.44097	0.44097	9057.77	9962.00	9962.00	True
LW65	5.33	0.44752	0.44752	9057.77	9988.60	9988.60	True
LW65	5.50	0.45541	0.45541	9057.77	10020.60	10020.60	True
LW65	5.67	0.46309	0.46309	9057.77	10051.80	10051.80	True
LW65	5.83	0.47347	0.47347	9057.77	10093.91	10093.91	True
LW65	6.00	0.47855	0.47855	9057.77	10114.50	10114.50	True
LW65	6.17	0.48522	0.48522	9057.77	10141.60	10141.60	True
LW65	6.33	0.49114	0.49114	9057.77	10165.60	10165.60	True
LW65	6.50	0.49944	0.49944	9057.77	10199.30	10199.30	True
LW65	6.67	0.50733	0.50733	9057.77	10231.30	10231.30	True
LW65	6.83	0.51590	0.51590	9057.77	10266.09	10266.09	True
LW65	7.00	0.52352	0.52352	9057.77	10297.00	10297.00	True
LW65	7.17	0.53362	0.53362	9057.77	10338.00	10338.00	True
LW65	7.33	0.54028	0.54028	9057.77	10365.00	10365.00	True
LW65	7.50	0.54747	0.54747	9057.77	10394.20	10394.20	True
LW65	7.67	0.55356	0.55356	9057.77	10418.90	10418.90	True
LW65	7.83	0.56073	0.56073	9057.77	10448.00	10448.00	True
LW65	8.00	0.56670	0.56670	9057.77	10472.20	10472.20	True
LW65	8.17	0.57340	0.57340	9057.77	10499.40	10499.40	True
LW65	8.33	0.57934	0.57934	9057.77	10523.50	10523.50	True
LW65	8.50	0.58365	0.58365	9057.77	10541.00	10541.00	True
LW65	8.67	0.58961	0.58961	9057.77	10565.20	10565.20	True
LW65	8.83	0.59416	0.59416	9057.77	10583.64	10583.64	True
LW65	9.00	0.59991	0.59991	9057.77	10607.00	10607.00	True
LW65	9.17	0.60760	0.60760	9057.77	10638.20	10638.20	True
LW65	9.33	0.61063	0.61063	9057.77	10650.50	10650.50	True
LW65	9.50	0.61495	0.61495	9057.77	10668.00	10668.00	True
LW65	9.67	0.61731	0.61731	9057.77	10677.60	10677.60	True
LW65	9.83	0.62086	0.62086	9057.77	10692.00	10692.00	True
LW65	10.00	0.62517	0.62517	9057.77	10709.50	10709.50	True
LW65	10.17	0.62998	0.62998	9057.77	10729.00	10729.00	True
LW65	10.33	0.63294	0.63294	9057.77	10741.00	10741.00	True
LW65	10.50	0.63725	0.63725	9057.77	10758.50	10758.50	True
LW65	10.67	0.64279	0.64279	9057.77	10781.00	10781.00	True
LW65	10.83	0.64685	0.64685	9057.77	10797.45	10797.45	True
LW65	11.00	0.65117	0.65117	9057.77	10815.00	10815.00	True
LW65	11.17	0.65544	0.65544	9057.77	10832.30	10832.30	True
LW65	11.33	0.65733	0.65733	9057.77	10840.00	10840.00	True
LW65	11.50	0.66147	0.66147	9057.77	10856.80	10856.80	True
LW65	11.67	0.66510	0.66510	9057.77	10871.50	10871.50	True
LW65	11.83	0.66717	0.66717	9057.77	10879.91	10879.91	True
LW65	12.00	0.67237	0.67237	9057.77	10901.00	10901.00	True
LW65	12.17	0.67414	0.67414	9057.77	10908.20	10908.20	True
LW65	12.33	0.67840	0.67840	9057.77	10925.50	10925.50	True
LW65	12.50	0.68025	0.68025	9057.77	10933.00	10933.00	True
LW65	12.67	0.68333	0.68333	9057.77	10945.50	10945.50	True
LW65	12.83	0.69195	0.69195	9057.77	10980.45	10980.45	True
LW65	13.00	0.69297	0.69297	9057.77	10984.60	10984.60	True
LW65	13.17	0.69602	0.69602	9057.77	10997.00	10997.00	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