2026-04-10 A1.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: Enterococcus avium
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Enterococcus avium | 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 A1.xlsx	Well ID	A1
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 14025
Strain source	ATCC 14025	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	-0.22694	2.0-42.0 h
LW60	end_norm	-0.02135	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.03180	2.0-42.0 h
LW60	max_norm	0.03180	2.0-42.0 h
LW60	min_norm	-0.02144	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	-0.00109	2.0-42.0 h
LW61	auc_norm	9.94002	2.0-42.0 h
LW61	end_norm	0.40817	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.40998	2.0-42.0 h
LW61	max_norm	0.40998	2.0-42.0 h
LW61	min_norm	-0.01373	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	0.00933	2.0-42.0 h
LW62	auc_norm	-1.80169	2.0-42.0 h
LW62	end_norm	-0.03802	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.10156	2.0-42.0 h
LW62	max_norm	0.00631	2.0-42.0 h
LW62	min_norm	-0.10156	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	0.00064	2.0-42.0 h
LW63	auc_norm	-19.49629	2.0-42.0 h
LW63	end_norm	-0.62026	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.62026	2.0-42.0 h
LW63	max_norm	-0.01645	2.0-42.0 h
LW63	min_norm	-0.62026	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	-0.00942	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	1.00000	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	-0.17293	2.0-42.0 h
LW65	end_norm	-0.01536	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.03839	2.0-42.0 h
LW65	max_norm	0.03839	2.0-42.0 h
LW65	min_norm	-0.01808	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	-0.00108	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	15268.45818	74.77126	Ready
LW65	5	7100.18727	41.71011	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	6602.04–196131.55 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	6602.04–196131.55 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	6602.04–196131.55 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	6602.04–196131.55 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	1.00000	1.00000	15054.70	196131.55	16584.00	True
LW60	0.17	0.21584	0.21584	15054.70	15552.40	15552.40	True
LW60	0.33	0.07802	0.07802	15054.70	15371.10	15371.10	True
LW60	0.50	0.02839	0.02839	15054.70	15305.80	15305.80	True
LW60	0.67	-0.00058	-0.00058	15054.70	15267.70	15267.70	True
LW60	0.83	-0.03829	-0.03829	15054.70	15218.09	15218.09	True
LW60	1.00	-0.06754	-0.06754	15054.70	15179.60	15179.60	True
LW60	1.17	-0.09430	-0.09430	15054.70	15144.40	15144.40	True
LW60	1.33	-0.12190	-0.12190	15054.70	15108.10	15108.10	True
LW60	1.50	-0.14721	-0.14721	15054.70	15074.80	15074.80	True
LW60	1.67	-0.16043	-0.16043	15054.70	15057.40	15057.40	True
LW60	1.83	-0.16454	-0.16454	15054.70	15052.00	15052.00	True
LW60	2.00	-0.17404	-0.17404	15054.70	15039.50	15039.50	True
LW60	2.17	-0.18940	-0.18940	15054.70	15019.30	15019.30	True
LW60	2.33	-0.20505	-0.20505	15054.70	14998.70	14998.70	True
LW60	2.50	-0.21980	-0.21980	15054.70	14979.30	14979.30	True
LW60	2.67	-0.22330	-0.22330	15054.70	14974.70	14974.70	True
LW60	2.83	-0.24456	-0.24456	15054.70	14946.73	14946.73	True
LW60	3.00	-0.27993	-0.27993	15054.70	14900.20	14900.20	True
LW60	3.17	-0.29901	-0.29901	15054.70	14875.10	14875.10	True
LW60	3.33	-0.30593	-0.30593	15054.70	14866.00	14866.00	True
LW60	3.50	-0.30874	-0.30874	15054.70	14862.30	14862.30	True
LW60	3.67	-0.31436	-0.31436	15054.70	14854.90	14854.90	True
LW60	3.83	-0.30434	-0.30434	15054.70	14868.09	14868.09	True
LW60	4.00	-0.28609	-0.28609	15054.70	14892.10	14892.10	True
LW60	4.17	-0.26860	-0.26860	15054.70	14915.10	14915.10	True
LW60	4.33	-0.23075	-0.23075	15054.70	14964.90	14964.90	True
LW60	4.50	-0.20620	-0.20620	15054.70	14997.20	14997.20	True
LW60	4.67	-0.16978	-0.16978	15054.70	15045.10	15045.10	True
LW60	4.83	-0.13482	-0.13482	15054.70	15091.09	15091.09	True
LW60	5.00	-0.10190	-0.10190	15054.70	15134.40	15134.40	True
LW60	5.17	-0.07233	-0.07233	15054.70	15173.30	15173.30	True
LW60	5.33	-0.04580	-0.04580	15054.70	15208.20	15208.20	True
LW60	5.50	-0.00415	-0.00415	15054.70	15263.00	15263.00	True
LW60	5.67	0.03523	0.03523	15054.70	15314.80	15314.80	True
LW60	5.83	0.05791	0.05791	15054.70	15344.64	15344.64	True
LW60	6.00	0.08676	0.08676	15054.70	15382.60	15382.60	True
LW60	6.17	0.09984	0.09984	15054.70	15399.80	15399.80	True
LW60	6.33	0.12044	0.12044	15054.70	15426.90	15426.90	True
LW60	6.50	0.15001	0.15001	15054.70	15465.80	15465.80	True
LW60	6.67	0.16377	0.16377	15054.70	15483.90	15483.90	True
LW60	6.83	0.17683	0.17683	15054.70	15501.09	15501.09	True
LW60	7.00	0.18110	0.18110	15054.70	15506.70	15506.70	True
LW60	7.17	0.18748	0.18748	15054.70	15515.10	15515.10	True
LW60	7.33	0.19889	0.19889	15054.70	15530.10	15530.10	True
LW60	7.50	0.19942	0.19942	15054.70	15530.80	15530.80	True
LW60	7.67	0.20139	0.20139	15054.70	15533.40	15533.40	True
LW60	7.83	0.19625	0.19625	15054.70	15526.64	15526.64	True
LW60	8.00	0.19889	0.19889	15054.70	15530.10	15530.10	True
LW60	8.17	0.19843	0.19843	15054.70	15529.50	15529.50	True
LW60	8.33	0.17965	0.17965	15054.70	15504.80	15504.80	True
LW60	8.50	0.17707	0.17707	15054.70	15501.40	15501.40	True
LW60	8.67	0.16521	0.16521	15054.70	15485.80	15485.80	True
LW60	8.83	0.15693	0.15693	15054.70	15474.91	15474.91	True
LW60	9.00	0.15510	0.15510	15054.70	15472.50	15472.50	True
LW60	9.17	0.14514	0.14514	15054.70	15459.40	15459.40	True
LW60	9.33	0.13572	0.13572	15054.70	15447.00	15447.00	True
LW60	9.50	0.12257	0.12257	15054.70	15429.70	15429.70	True
LW60	9.67	0.11694	0.11694	15054.70	15422.30	15422.30	True
LW60	9.83	0.10801	0.10801	15054.70	15410.55	15410.55	True
LW60	10.00	0.10098	0.10098	15054.70	15401.30	15401.30	True
LW60	10.17	0.09817	0.09817	15054.70	15397.60	15397.60	True
LW60	10.33	0.08182	0.08182	15054.70	15376.10	15376.10	True
LW60	10.50	0.08304	0.08304	15054.70	15377.70	15377.70	True
LW60	10.67	0.07057	0.07057	15054.70	15361.30	15361.30	True
LW60	10.83	0.05956	0.05956	15054.70	15346.82	15346.82	True
LW60	11.00	0.05241	0.05241	15054.70	15337.40	15337.40	True
LW60	11.17	0.03697	0.03697	15054.70	15317.10	15317.10	True
LW60	11.33	0.02253	0.02253	15054.70	15298.10	15298.10	True
LW60	11.50	0.01561	0.01561	15054.70	15289.00	15289.00	True
LW60	11.67	0.01250	0.01250	15054.70	15284.90	15284.90	True
LW60	11.83	-0.00498	-0.00498	15054.70	15261.91	15261.91	True
LW60	12.00	-0.01251	-0.01251	15054.70	15252.00	15252.00	True
LW60	12.17	-0.02505	-0.02505	15054.70	15235.50	15235.50	True
LW60	12.33	-0.01966	-0.01966	15054.70	15242.60	15242.60	True
LW60	12.50	-0.03372	-0.03372	15054.70	15224.10	15224.10	True
LW60	12.67	-0.04003	-0.04003	15054.70	15215.80	15215.80	True
LW60	12.83	-0.04457	-0.04457	15054.70	15209.82	15209.82	True
LW60	13.00	-0.04520	-0.04520	15054.70	15209.00	15209.00	True
LW60	13.17	-0.05143	-0.05143	15054.70	15200.80	15200.80	True
LW65	0.00	1.00000	1.00000	7012.30	157993.00	7613.00	True
LW65	0.17	0.37190	0.37190	7012.30	7290.90	7290.90	True
LW65	0.33	0.11878	0.11878	7012.30	7161.10	7161.10	True
LW65	0.50	0.03903	0.03903	7012.30	7120.20	7120.20	True
LW65	0.67	-0.01343	-0.01343	7012.30	7093.30	7093.30	True
LW65	0.83	-0.06153	-0.06153	7012.30	7068.64	7068.64	True
LW65	1.00	-0.08285	-0.08285	7012.30	7057.70	7057.70	True
LW65	1.17	-0.10840	-0.10840	7012.30	7044.60	7044.60	True
LW65	1.33	-0.13453	-0.13453	7012.30	7031.20	7031.20	True
LW65	1.50	-0.15130	-0.15130	7012.30	7022.60	7022.60	True
LW65	1.67	-0.15734	-0.15734	7012.30	7019.50	7019.50	True
LW65	1.83	-0.18934	-0.18934	7012.30	7003.09	7003.09	True
LW65	2.00	-0.18542	-0.18542	7012.30	7005.10	7005.10	True
LW65	2.17	-0.19361	-0.19361	7012.30	7000.90	7000.90	True
LW65	2.33	-0.19771	-0.19771	7012.30	6998.80	6998.80	True
LW65	2.50	-0.19810	-0.19810	7012.30	6998.60	6998.60	True
LW65	2.67	-0.21565	-0.21565	7012.30	6989.60	6989.60	True
LW65	2.83	-0.23791	-0.23791	7012.30	6978.18	6978.18	True
LW65	3.00	-0.27239	-0.27239	7012.30	6960.50	6960.50	True
LW65	3.17	-0.28487	-0.28487	7012.30	6954.10	6954.10	True
LW65	3.33	-0.28799	-0.28799	7012.30	6952.50	6952.50	True
LW65	3.50	-0.30028	-0.30028	7012.30	6946.20	6946.20	True
LW65	3.67	-0.32427	-0.32427	7012.30	6933.90	6933.90	True
LW65	3.83	-0.30067	-0.30067	7012.30	6946.00	6946.00	True
LW65	4.00	-0.27922	-0.27922	7012.30	6957.00	6957.00	True
LW65	4.17	-0.23963	-0.23963	7012.30	6977.30	6977.30	True
LW65	4.33	-0.17684	-0.17684	7012.30	7009.50	7009.50	True
LW65	4.50	-0.11405	-0.11405	7012.30	7041.70	7041.70	True
LW65	4.67	-0.04015	-0.04015	7012.30	7079.60	7079.60	True
LW65	4.83	0.01843	0.01843	7012.30	7109.64	7109.64	True
LW65	5.00	0.06711	0.06711	7012.30	7134.60	7134.60	True
LW65	5.17	0.12697	0.12697	7012.30	7165.30	7165.30	True
LW65	5.33	0.18742	0.18742	7012.30	7196.30	7196.30	True
LW65	5.50	0.20692	0.20692	7012.30	7206.30	7206.30	True
LW65	5.67	0.25041	0.25041	7012.30	7228.60	7228.60	True
LW65	5.83	0.29196	0.29196	7012.30	7249.91	7249.91	True
LW65	6.00	0.29662	0.29662	7012.30	7252.30	7252.30	True
LW65	6.17	0.31534	0.31534	7012.30	7261.90	7261.90	True
LW65	6.33	0.31125	0.31125	7012.30	7259.80	7259.80	True
LW65	6.50	0.32607	0.32607	7012.30	7267.40	7267.40	True
LW65	6.67	0.33445	0.33445	7012.30	7271.70	7271.70	True
LW65	6.83	0.33770	0.33770	7012.30	7273.36	7273.36	True
LW65	7.00	0.34030	0.34030	7012.30	7274.70	7274.70	True
LW65	7.17	0.34323	0.34323	7012.30	7276.20	7276.20	True
LW65	7.33	0.35357	0.35357	7012.30	7281.50	7281.50	True
LW65	7.50	0.34499	0.34499	7012.30	7277.10	7277.10	True
LW65	7.67	0.35162	0.35162	7012.30	7280.50	7280.50	True
LW65	7.83	0.34568	0.34568	7012.30	7277.45	7277.45	True
LW65	8.00	0.34011	0.34011	7012.30	7274.60	7274.60	True
LW65	8.17	0.34791	0.34791	7012.30	7278.60	7278.60	True
LW65	8.33	0.33192	0.33192	7012.30	7270.40	7270.40	True
LW65	8.50	0.30891	0.30891	7012.30	7258.60	7258.60	True
LW65	8.67	0.29565	0.29565	7012.30	7251.80	7251.80	True
LW65	8.83	0.29373	0.29373	7012.30	7250.82	7250.82	True
LW65	9.00	0.29370	0.29370	7012.30	7250.80	7250.80	True
LW65	9.17	0.29370	0.29370	7012.30	7250.80	7250.80	True
LW65	9.33	0.25450	0.25450	7012.30	7230.70	7230.70	True
LW65	9.50	0.25080	0.25080	7012.30	7228.80	7228.80	True
LW65	9.67	0.20419	0.20419	7012.30	7204.90	7204.90	True
LW65	9.83	0.20882	0.20882	7012.30	7207.27	7207.27	True
LW65	10.00	0.20868	0.20868	7012.30	7207.20	7207.20	True
LW65	10.17	0.19893	0.19893	7012.30	7202.20	7202.20	True
LW65	10.33	0.16324	0.16324	7012.30	7183.90	7183.90	True
LW65	10.50	0.15330	0.15330	7012.30	7178.80	7178.80	True
LW65	10.67	0.12619	0.12619	7012.30	7164.90	7164.90	True
LW65	10.83	0.11823	0.11823	7012.30	7160.82	7160.82	True
LW65	11.00	0.10825	0.10825	7012.30	7155.70	7155.70	True
LW65	11.17	0.07803	0.07803	7012.30	7140.20	7140.20	True
LW65	11.33	0.06360	0.06360	7012.30	7132.80	7132.80	True
LW65	11.50	0.04702	0.04702	7012.30	7124.30	7124.30	True
LW65	11.67	0.03220	0.03220	7012.30	7116.70	7116.70	True
LW65	11.83	0.02871	0.02871	7012.30	7114.91	7114.91	True
LW65	12.00	0.01641	0.01641	7012.30	7108.60	7108.60	True
LW65	12.17	-0.01090	-0.01090	7012.30	7094.60	7094.60	True
LW65	12.33	-0.01421	-0.01421	7012.30	7092.90	7092.90	True
LW65	12.50	-0.03196	-0.03196	7012.30	7083.80	7083.80	True
LW65	12.67	-0.04814	-0.04814	7012.30	7075.50	7075.50	True
LW65	12.83	-0.07234	-0.07234	7012.30	7063.09	7063.09	True
LW65	13.00	-0.09884	-0.09884	7012.30	7049.50	7049.50	True
LW65	13.17	-0.10762	-0.10762	7012.30	7045.00	7045.00	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