2026-04-22 A2.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: Klebsiella pneumoniae subsp. pneumoniae
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Klebsiella pneumoniae subsp. pneumoniae | Run: 2026-04-22 inc4 | 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	2026-04-22 inc4	Run date	2026-04-22
Media	FB	Incubator	inc4
Well file	2026-04-22 A2.xlsx	Well ID	A2
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 13883
Strain source	ATCC 13883	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	6.81047	2.0-42.0 h
LW60	end_norm	0.12118	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.39947	2.0-42.0 h
LW60	max_norm	0.39947	2.0-42.0 h
LW60	min_norm	-0.01044	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	-0.00239	2.0-42.0 h
LW61	auc_norm		2.0-42.0 h
LW61	end_norm		2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm		2.0-42.0 h
LW61	max_norm		2.0-42.0 h
LW61	min_norm		2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	1.00000	2.0-42.0 h
LW61	pct_saturated_rows	1.00000	2.0-42.0 h
LW61	slope_norm		2.0-42.0 h
LW62	auc_norm	-29.21814	2.0-42.0 h
LW62	end_norm	-0.66766	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.93541	2.0-42.0 h
LW62	max_norm	-0.00586	2.0-42.0 h
LW62	min_norm	-0.93541	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	-0.00453	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	0.09253	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.07925	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	0.09212	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	8.08255	2.0-42.0 h
LW65	end_norm	0.18834	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.30302	2.0-42.0 h
LW65	max_norm	0.30302	2.0-42.0 h
LW65	min_norm	-0.00657	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	0.00133	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 536 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	19179.66000	167.49559	Ready
LW65	5	5837.93091	123.83371	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	0.00–44.50 h	4913.36–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	4913.36–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	4913.36–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	4913.36–49923.62 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	0.00–44.50 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 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	-0.42696	-0.42696	19419.80	15764.91	15764.91	True
LW60	0.17	-0.06881	-0.06881	19419.80	18629.30	18629.30	True
LW60	0.33	-0.03108	-0.03108	19419.80	18931.10	18931.10	True
LW60	0.50	-0.00950	-0.00950	19419.80	19103.70	19103.70	True
LW60	0.67	0.00437	0.00437	19419.80	19214.60	19214.60	True
LW60	0.83	0.01466	0.01466	19419.80	19296.90	19296.90	True
LW60	1.00	0.02155	0.02155	19419.80	19352.00	19352.00	True
LW60	1.17	0.02786	0.02786	19419.80	19402.50	19402.50	True
LW60	1.33	0.02968	0.02968	19419.80	19417.00	19417.00	True
LW60	1.50	0.03038	0.03038	19419.80	19422.60	19422.60	True
LW60	1.67	0.03108	0.03108	19419.80	19428.20	19428.20	True
LW60	1.83	0.02968	0.02968	19419.80	19417.00	19417.00	True
LW60	2.00	0.02935	0.02935	19419.80	19414.36	19414.36	True
LW60	2.17	0.02823	0.02823	19419.80	19405.40	19405.40	True
LW60	2.33	0.02605	0.02605	19419.80	19388.00	19388.00	True
LW60	2.50	0.02605	0.02605	19419.80	19388.00	19388.00	True
LW60	2.67	0.02465	0.02465	19419.80	19376.80	19376.80	True
LW60	2.83	0.02255	0.02255	19419.80	19360.00	19360.00	True
LW60	3.00	0.01929	0.01929	19419.80	19333.90	19333.90	True
LW60	3.17	0.01892	0.01892	19419.80	19331.00	19331.00	True
LW60	3.33	0.01682	0.01682	19419.80	19314.20	19314.20	True
LW60	3.50	0.01506	0.01506	19419.80	19300.10	19300.10	True
LW60	3.67	0.01216	0.01216	19419.80	19276.90	19276.90	True
LW60	3.83	0.01116	0.01116	19419.80	19268.91	19268.91	True
LW60	4.00	0.00935	0.00935	19419.80	19254.40	19254.40	True
LW60	4.17	0.00793	0.00793	19419.80	19243.10	19243.10	True
LW60	4.33	0.00648	0.00648	19419.80	19231.50	19231.50	True
LW60	4.50	0.00467	0.00467	19419.80	19217.00	19217.00	True
LW60	4.67	0.00467	0.00467	19419.80	19217.00	19217.00	True
LW60	4.83	0.00696	0.00696	19419.80	19235.36	19235.36	True
LW60	5.00	0.01361	0.01361	19419.80	19288.50	19288.50	True
LW60	5.17	0.02109	0.02109	19419.80	19348.30	19348.30	True
LW60	5.33	0.03393	0.03393	19419.80	19451.00	19451.00	True
LW60	5.50	0.05466	0.05466	19419.80	19616.80	19616.80	True
LW60	5.67	0.09521	0.09521	19419.80	19941.10	19941.10	True
LW60	5.83	0.16346	0.16346	19419.80	20487.00	20487.00	True
LW60	6.00	0.25632	0.25632	19419.80	21229.70	21229.70	True
LW60	6.17	0.35958	0.35958	19419.80	22055.50	22055.50	True
LW60	6.33	0.46004	0.46004	19419.80	22859.00	22859.00	True
LW60	6.50	0.55155	0.55155	19419.80	23590.90	23590.90	True
LW60	6.67	0.63180	0.63180	19419.80	24232.70	24232.70	True
LW60	6.83	0.70254	0.70254	19419.80	24798.45	24798.45	True
LW60	7.00	0.76451	0.76451	19419.80	25294.10	25294.10	True
LW60	7.17	0.81451	0.81451	19419.80	25694.00	25694.00	True
LW60	7.33	0.85334	0.85334	19419.80	26004.50	26004.50	True
LW60	7.50	0.88834	0.88834	19419.80	26284.50	26284.50	True
LW60	7.67	0.91434	0.91434	19419.80	26492.40	26492.40	True
LW60	7.83	0.93645	0.93645	19419.80	26669.27	26669.27	True
LW60	8.00	0.95364	0.95364	19419.80	26806.70	26806.70	True
LW60	8.17	0.96730	0.96730	19419.80	26916.00	26916.00	True
LW60	8.33	0.97861	0.97861	19419.80	27006.40	27006.40	True
LW60	8.50	0.98503	0.98503	19419.80	27057.80	27057.80	True
LW60	8.67	0.99194	0.99194	19419.80	27113.00	27113.00	True
LW60	8.83	0.99575	0.99575	19419.80	27143.55	27143.55	True
LW60	9.00	0.99876	0.99876	19419.80	27167.60	27167.60	True
LW60	9.17	1.00000	1.00000	19419.80	27177.50	27177.50	True
LW60	9.33	0.99959	0.99959	19419.80	27174.20	27174.20	True
LW60	9.50	0.99634	0.99634	19419.80	27148.20	27148.20	True
LW60	9.67	0.99274	0.99274	19419.80	27119.40	27119.40	True
LW60	9.83	0.98917	0.98917	19419.80	27090.91	27090.91	True
LW60	10.00	0.98301	0.98301	19419.80	27041.60	27041.60	True
LW60	10.17	0.97661	0.97661	19419.80	26990.40	26990.40	True
LW60	10.33	0.96888	0.96888	19419.80	26928.60	26928.60	True
LW60	10.50	0.96088	0.96088	19419.80	26864.60	26864.60	True
LW60	10.67	0.95080	0.95080	19419.80	26784.00	26784.00	True
LW60	10.83	0.94082	0.94082	19419.80	26704.18	26704.18	True
LW60	11.00	0.92994	0.92994	19419.80	26617.20	26617.20	True
LW60	11.17	0.91754	0.91754	19419.80	26518.00	26518.00	True
LW60	11.33	0.90514	0.90514	19419.80	26418.80	26418.80	True
LW60	11.50	0.89153	0.89153	19419.80	26310.00	26310.00	True
LW60	11.67	0.87638	0.87638	19419.80	26188.80	26188.80	True
LW60	11.83	0.86238	0.86238	19419.80	26076.82	26076.82	True
LW60	12.00	0.84737	0.84737	19419.80	25956.80	25956.80	True
LW60	12.17	0.83192	0.83192	19419.80	25833.20	25833.20	True
LW60	12.33	0.81766	0.81766	19419.80	25719.20	25719.20	True
LW60	12.50	0.80032	0.80032	19419.80	25580.50	25580.50	True
LW60	12.67	0.78418	0.78418	19419.80	25451.40	25451.40	True
LW60	12.83	0.76792	0.76792	19419.80	25321.36	25321.36	True
LW60	13.00	0.75038	0.75038	19419.80	25181.10	25181.10	True
LW60	13.17	0.73552	0.73552	19419.80	25062.20	25062.20	True
LW65	0.00	-0.45409	-0.45409	6042.90	4913.36	4913.36	True
LW65	0.17	-0.19637	-0.19637	6042.90	5438.10	5438.10	True
LW65	0.33	-0.09137	-0.09137	6042.90	5651.90	5651.90	True
LW65	0.50	-0.02659	-0.02659	6042.90	5783.80	5783.80	True
LW65	0.67	0.01521	0.01521	6042.90	5868.90	5868.90	True
LW65	0.83	0.04060	0.04060	6042.90	5920.60	5920.60	True
LW65	1.00	0.06214	0.06214	6042.90	5964.45	5964.45	True
LW65	1.17	0.07587	0.07587	6042.90	5992.40	5992.40	True
LW65	1.33	0.08927	0.08927	6042.90	6019.70	6019.70	True
LW65	1.50	0.09365	0.09365	6042.90	6028.60	6028.60	True
LW65	1.67	0.10013	0.10013	6042.90	6041.80	6041.80	True
LW65	1.83	0.10121	0.10121	6042.90	6044.00	6044.00	True
LW65	2.00	0.10121	0.10121	6042.90	6044.00	6044.00	True
LW65	2.17	0.10347	0.10347	6042.90	6048.60	6048.60	True
LW65	2.33	0.10573	0.10573	6042.90	6053.20	6053.20	True
LW65	2.50	0.10234	0.10234	6042.90	6046.30	6046.30	True
LW65	2.67	0.10460	0.10460	6042.90	6050.90	6050.90	True
LW65	2.83	0.10023	0.10023	6042.90	6042.00	6042.00	True
LW65	3.00	0.10121	0.10121	6042.90	6044.00	6044.00	True
LW65	3.17	0.09905	0.09905	6042.90	6039.60	6039.60	True
LW65	3.33	0.10013	0.10013	6042.90	6041.80	6041.80	True
LW65	3.50	0.09797	0.09797	6042.90	6037.40	6037.40	True
LW65	3.67	0.09257	0.09257	6042.90	6026.40	6026.40	True
LW65	3.83	0.09040	0.09040	6042.90	6022.00	6022.00	True
LW65	4.00	0.09040	0.09040	6042.90	6022.00	6022.00	True
LW65	4.17	0.08814	0.08814	6042.90	6017.40	6017.40	True
LW65	4.33	0.09040	0.09040	6042.90	6022.00	6022.00	True
LW65	4.50	0.08927	0.08927	6042.90	6019.70	6019.70	True
LW65	4.67	0.08250	0.08250	6042.90	6005.90	6005.90	True
LW65	4.83	0.08116	0.08116	6042.90	6003.18	6003.18	True
LW65	5.00	0.08702	0.08702	6042.90	6015.10	6015.10	True
LW65	5.17	0.09040	0.09040	6042.90	6022.00	6022.00	True
LW65	5.33	0.09689	0.09689	6042.90	6035.20	6035.20	True
LW65	5.50	0.11791	0.11791	6042.90	6078.00	6078.00	True
LW65	5.67	0.15214	0.15214	6042.90	6147.70	6147.70	True
LW65	5.83	0.21096	0.21096	6042.90	6267.45	6267.45	True
LW65	6.00	0.29634	0.29634	6042.90	6441.30	6441.30	True
LW65	6.17	0.38666	0.38666	6042.90	6625.20	6625.20	True
LW65	6.33	0.47507	0.47507	6042.90	6805.20	6805.20	True
LW65	6.50	0.55463	0.55463	6042.90	6967.20	6967.20	True
LW65	6.67	0.62123	0.62123	6042.90	7102.80	7102.80	True
LW65	6.83	0.68428	0.68428	6042.90	7231.18	7231.18	True
LW65	7.00	0.73984	0.73984	6042.90	7344.30	7344.30	True
LW65	7.17	0.78503	0.78503	6042.90	7436.30	7436.30	True
LW65	7.33	0.82009	0.82009	6042.90	7507.70	7507.70	True
LW65	7.50	0.85330	0.85330	6042.90	7575.30	7575.30	True
LW65	7.67	0.87928	0.87928	6042.90	7628.20	7628.20	True
LW65	7.83	0.90146	0.90146	6042.90	7673.36	7673.36	True
LW65	8.00	0.91690	0.91690	6042.90	7704.80	7704.80	True
LW65	8.17	0.93512	0.93512	6042.90	7741.90	7741.90	True
LW65	8.33	0.94642	0.94642	6042.90	7764.90	7764.90	True
LW65	8.50	0.95550	0.95550	6042.90	7783.40	7783.40	True
LW65	8.67	0.96493	0.96493	6042.90	7802.60	7802.60	True
LW65	8.83	0.97433	0.97433	6042.90	7821.73	7821.73	True
LW65	9.00	0.97854	0.97854	6042.90	7830.30	7830.30	True
LW65	9.17	0.98531	0.98531	6042.90	7844.10	7844.10	True
LW65	9.33	0.98870	0.98870	6042.90	7851.00	7851.00	True
LW65	9.50	0.99209	0.99209	6042.90	7857.90	7857.90	True
LW65	9.67	0.99209	0.99209	6042.90	7857.90	7857.90	True
LW65	9.83	0.99589	0.99589	6042.90	7865.64	7865.64	True
LW65	10.00	0.99435	0.99435	6042.90	7862.50	7862.50	True
LW65	10.17	0.99435	0.99435	6042.90	7862.50	7862.50	True
LW65	10.33	1.00000	1.00000	6042.90	7874.00	7874.00	True
LW65	10.50	0.99435	0.99435	6042.90	7862.50	7862.50	True
LW65	10.67	0.98870	0.98870	6042.90	7851.00	7851.00	True
LW65	10.83	0.98870	0.98870	6042.90	7851.00	7851.00	True
LW65	11.00	0.97741	0.97741	6042.90	7828.00	7828.00	True
LW65	11.17	0.97854	0.97854	6042.90	7830.30	7830.30	True
LW65	11.33	0.97063	0.97063	6042.90	7814.20	7814.20	True
LW65	11.50	0.96611	0.96611	6042.90	7805.00	7805.00	True
LW65	11.67	0.96022	0.96022	6042.90	7793.00	7793.00	True
LW65	11.83	0.95432	0.95432	6042.90	7781.00	7781.00	True
LW65	12.00	0.94981	0.94981	6042.90	7771.80	7771.80	True
LW65	12.17	0.94303	0.94303	6042.90	7758.00	7758.00	True
LW65	12.33	0.93851	0.93851	6042.90	7748.80	7748.80	True
LW65	12.50	0.93173	0.93173	6042.90	7735.00	7735.00	True
LW65	12.67	0.92382	0.92382	6042.90	7718.90	7718.90	True
LW65	12.83	0.91722	0.91722	6042.90	7705.45	7705.45	True
LW65	13.00	0.90644	0.90644	6042.90	7683.50	7683.50	True
LW65	13.17	0.89848	0.89848	6042.90	7667.30	7667.30	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