2026-04-10 C3.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
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Klebsiella pneumoniae | 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 C3.xlsx	Well ID	C3
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	True
LW65 problem flag	True	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	-20.58544	2.0-42.0 h
LW60	end_norm	-0.18862	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.94970	2.0-42.0 h
LW60	max_norm	0.01026	2.0-42.0 h
LW60	min_norm	-0.94970	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	0.01777	2.0-42.0 h
LW61	auc_norm	-9.62596	2.0-42.0 h
LW61	end_norm	0.03886	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	0.90290	2.0-42.0 h
LW61	max_norm	0.03977	2.0-42.0 h
LW61	min_norm	-0.90290	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	0.02274	2.0-42.0 h
LW62	auc_norm	-9.78260	2.0-42.0 h
LW62	end_norm	0.01316	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.93951	2.0-42.0 h
LW62	max_norm	0.01381	2.0-42.0 h
LW62	min_norm	-0.93951	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	0.02236	2.0-42.0 h
LW63	auc_norm	-5.78684	2.0-42.0 h
LW63	end_norm	-0.00181	2.0-42.0 h
LW63	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW63	max_abs_norm	0.52477	2.0-42.0 h
LW63	max_norm	0.00097	2.0-42.0 h
LW63	min_norm	-0.52477	2.0-42.0 h
LW63	pct_abnormal_rows	0.17012	2.0-42.0 h
LW63	pct_missing_norm	0.16598	2.0-42.0 h
LW63	pct_saturated_rows	0.00000	2.0-42.0 h
LW63	slope_norm	0.00691	2.0-42.0 h
LW64	auc_norm	-17.40950	2.0-42.0 h
LW64	end_norm	-0.00767	2.0-42.0 h
LW64	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW64	max_abs_norm	0.98649	2.0-42.0 h
LW64	max_norm	0.02892	2.0-42.0 h
LW64	min_norm	-0.98649	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	0.02613	2.0-42.0 h
LW65	auc_norm		2.0-42.0 h
LW65	end_norm		2.0-42.0 h
LW65	excluded_by_metadata_check	1.00000	2.0-42.0 h
LW65	max_abs_norm		2.0-42.0 h
LW65	max_norm		2.0-42.0 h
LW65	min_norm		2.0-42.0 h
LW65	pct_abnormal_rows	0.00000	2.0-42.0 h
LW65	pct_missing_norm	1.00000	2.0-42.0 h
LW65	pct_saturated_rows	0.00000	2.0-42.0 h
LW65	slope_norm		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	10878.58364	92.19947	Ready
LW65	5	65219.97091	575.11341	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	563.00–69800.50 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	563.00–69800.50 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	563.00–69800.50 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	563.00–69800.50 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	-1.00000–0.96695 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–44.33 h	-1.00000–0.96695 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–44.33 h	-1.00000–0.96695 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–44.33 h	-1.00000–0.96695 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	-0.08581	-0.08581	11193.20	9993.36	9993.36	True
LW60	0.17	-0.02231	-0.02231	11193.20	10648.40	10648.40	True
LW60	0.33	-0.01163	-0.01163	11193.20	10758.60	10758.60	True
LW60	0.50	-0.00519	-0.00519	11193.20	10825.00	10825.00	True
LW60	0.67	0.00003	0.00003	11193.20	10878.90	10878.90	True
LW60	0.83	0.00555	0.00555	11193.20	10935.82	10935.82	True
LW60	1.00	0.01125	0.01125	11193.20	10994.60	10994.60	True
LW60	1.17	0.01652	0.01652	11193.20	11049.00	11049.00	True
LW60	1.33	0.02132	0.02132	11193.20	11098.50	11098.50	True
LW60	1.50	0.02535	0.02535	11193.20	11140.10	11140.10	True
LW60	1.67	0.02897	0.02897	11193.20	11177.40	11177.40	True
LW60	1.83	0.03203	0.03203	11193.20	11209.00	11209.00	True
LW60	2.00	0.03445	0.03445	11193.20	11234.00	11234.00	True
LW60	2.17	0.03664	0.03664	11193.20	11256.50	11256.50	True
LW60	2.33	0.03785	0.03785	11193.20	11269.00	11269.00	True
LW60	2.50	0.04070	0.04070	11193.20	11298.40	11298.40	True
LW60	2.67	0.04163	0.04163	11193.20	11308.00	11308.00	True
LW60	2.83	0.04163	0.04163	11193.20	11308.00	11308.00	True
LW60	3.00	0.04163	0.04163	11193.20	11308.00	11308.00	True
LW60	3.17	0.03784	0.03784	11193.20	11268.90	11268.90	True
LW60	3.33	-0.00251	-0.00251	11193.20	10852.70	10852.70	True
LW60	3.50	-0.21842	-0.21842	11193.20	8625.50	8625.50	True
LW60	3.67	-0.61634	-0.61634	11193.20	4520.70	4520.70	True
LW60	3.83	-0.84617	-0.84617	11193.20	2149.82	2149.82	True
LW60	4.00	-0.92352	-0.92352	11193.20	1351.90	1351.90	True
LW60	4.17	-0.95175	-0.95175	11193.20	1060.70	1060.70	True
LW60	4.33	-0.96678	-0.96678	11193.20	905.70	905.70	True
LW60	4.50	-0.97664	-0.97664	11193.20	804.00	804.00	True
LW60	4.67	-0.98334	-0.98334	11193.20	734.90	734.90	True
LW60	4.83	-0.98827	-0.98827	11193.20	684.00	684.00	True
LW60	5.00	-0.99177	-0.99177	11193.20	647.90	647.90	True
LW60	5.17	-0.99457	-0.99457	11193.20	619.00	619.00	True
LW60	5.33	-0.99632	-0.99632	11193.20	601.00	601.00	True
LW60	5.50	-0.99806	-0.99806	11193.20	583.00	583.00	True
LW60	5.67	-0.99806	-0.99806	11193.20	583.00	583.00	True
LW60	5.83	-0.99824	-0.99824	11193.20	581.18	581.18	True
LW60	6.00	-1.00000	-1.00000	11193.20	563.00	563.00	True
LW60	6.17	-1.00000	-1.00000	11193.20	563.00	563.00	True
LW60	6.33	-1.00000	-1.00000	11193.20	563.00	563.00	True
LW60	6.50	-1.00000	-1.00000	11193.20	563.00	563.00	True
LW60	6.67	-0.99826	-0.99826	11193.20	581.00	581.00	True
LW60	6.83	-0.99806	-0.99806	11193.20	583.00	583.00	True
LW60	7.00	-0.99767	-0.99767	11193.20	587.00	587.00	True
LW60	7.17	-0.99612	-0.99612	11193.20	603.00	603.00	True
LW60	7.33	-0.99554	-0.99554	11193.20	609.00	609.00	True
LW60	7.50	-0.99418	-0.99418	11193.20	623.00	623.00	True
LW60	7.67	-0.99276	-0.99276	11193.20	637.70	637.70	True
LW60	7.83	-0.99197	-0.99197	11193.20	645.82	645.82	True
LW60	8.00	-0.99060	-0.99060	11193.20	660.00	660.00	True
LW60	8.17	-0.98866	-0.98866	11193.20	680.00	680.00	True
LW60	8.33	-0.98749	-0.98749	11193.20	692.00	692.00	True
LW60	8.50	-0.98552	-0.98552	11193.20	712.40	712.40	True
LW60	8.67	-0.98410	-0.98410	11193.20	727.00	727.00	True
LW60	8.83	-0.98165	-0.98165	11193.20	752.27	752.27	True
LW60	9.00	-0.98021	-0.98021	11193.20	767.10	767.10	True
LW60	9.17	-0.97799	-0.97799	11193.20	790.00	790.00	True
LW60	9.33	-0.97528	-0.97528	11193.20	818.00	818.00	True
LW60	9.50	-0.97328	-0.97328	11193.20	838.60	838.60	True
LW60	9.67	-0.97111	-0.97111	11193.20	861.00	861.00	True
LW60	9.83	-0.96804	-0.96804	11193.20	892.73	892.73	True
LW60	10.00	-0.96559	-0.96559	11193.20	918.00	918.00	True
LW60	10.17	-0.96286	-0.96286	11193.20	946.10	946.10	True
LW60	10.33	-0.95967	-0.95967	11193.20	979.00	979.00	True
LW60	10.50	-0.95669	-0.95669	11193.20	1009.80	1009.80	True
LW60	10.67	-0.95376	-0.95376	11193.20	1040.00	1040.00	True
LW60	10.83	-0.95024	-0.95024	11193.20	1076.27	1076.27	True
LW60	11.00	-0.94621	-0.94621	11193.20	1117.90	1117.90	True
LW60	11.17	-0.94303	-0.94303	11193.20	1150.70	1150.70	True
LW60	11.33	-0.93885	-0.93885	11193.20	1193.80	1193.80	True
LW60	11.50	-0.93508	-0.93508	11193.20	1232.70	1232.70	True
LW60	11.67	-0.93090	-0.93090	11193.20	1275.80	1275.80	True
LW60	11.83	-0.92657	-0.92657	11193.20	1320.45	1320.45	True
LW60	12.00	-0.92176	-0.92176	11193.20	1370.10	1370.10	True
LW60	12.17	-0.91739	-0.91739	11193.20	1415.20	1415.20	True
LW60	12.33	-0.91258	-0.91258	11193.20	1464.80	1464.80	True
LW60	12.50	-0.90720	-0.90720	11193.20	1520.30	1520.30	True
LW60	12.67	-0.90220	-0.90220	11193.20	1571.90	1571.90	True
LW60	12.83	-0.89680	-0.89680	11193.20	1627.55	1627.55	True
LW60	13.00	-0.89097	-0.89097	11193.20	1687.70	1687.70	True
LW60	13.17	-0.88516	-0.88516	11193.20	1747.60	1747.60	True
LW65	0.00	0.00017	0.00017	66954.23	65230.55	65230.55	True
LW65	0.17	-0.01429	-0.01429	66954.23	64311.00	64311.00	True
LW65	0.33	-0.01140	-0.01140	66954.23	64494.80	64494.80	True
LW65	0.50	-0.00620	-0.00620	66954.23	64825.60	64825.60	True
LW65	0.67	0.00065	0.00065	66954.23	65261.50	65261.50	True
LW65	0.83	0.00578	0.00578	66954.23	65587.45	65587.45	True
LW65	1.00	0.01117	0.01117	66954.23	65930.50	65930.50	True
LW65	1.17	0.01516	0.01516	66954.23	66184.30	66184.30	True
LW65	1.33	0.01917	0.01917	66954.23	66438.80	66438.80	True
LW65	1.50	0.02248	0.02248	66954.23	66649.70	66649.70	True
LW65	1.67	0.02615	0.02615	66954.23	66883.00	66883.00	True
LW65	1.83	0.02839	0.02839	66954.23	67025.45	67025.45	True
LW65	2.00	0.03222	0.03222	66954.23	67268.80	67268.80	True
LW65	2.17	0.03380	0.03380	66954.23	67369.60	67369.60	True
LW65	2.33	0.03521	0.03521	66954.23	67459.20	67459.20	True
LW65	2.50	0.03812	0.03812	66954.23	67644.00	67644.00	True
LW65	2.67	0.03953	0.03953	66954.23	67734.10	67734.10	True
LW65	2.83	0.04114	0.04114	66954.23	67835.91	67835.91	True
LW65	3.00	0.04121	0.04121	66954.23	67840.90	67840.90	True
LW65	3.17	0.04122	0.04122	66954.23	67841.10	67841.10	True
LW65	3.33	0.01729	0.01729	66954.23	66319.20	66319.20	True
LW65	3.50	-0.13913	-0.13913	66954.23	56372.10	56372.10	True
LW65	3.67	-0.51317	-0.51317	66954.23	32585.30	32585.30	True
LW65	3.83	-0.83221	-0.83221	66954.23	12296.45	12296.45	True
LW65	4.00	-0.94135	-0.94135	66954.23	5355.60	5355.60	True
LW65	4.17	-0.96904	-0.96904	66954.23	3595.10	3595.10	True
LW65	4.33	-0.98071	-0.98071	66954.23	2852.90	2852.90	True
LW65	4.50	-0.98720	-0.98720	66954.23	2440.10	2440.10	True
LW65	4.67	-0.99158	-0.99158	66954.23	2161.40	2161.40	True
LW65	4.83	-0.99444	-0.99444	66954.23	1979.73	1979.73	True
LW65	5.00	-0.99639	-0.99639	66954.23	1855.30	1855.30	True
LW65	5.17	-0.99763	-0.99763	66954.23	1776.50	1776.50	True
LW65	5.33	-0.99848	-0.99848	66954.23	1722.80	1722.80	True
LW65	5.50	-0.99916	-0.99916	66954.23	1679.60	1679.60	True
LW65	5.67	-0.99959	-0.99959	66954.23	1652.30	1652.30	True
LW65	5.83	-0.99971	-0.99971	66954.23	1644.18	1644.18	True
LW65	6.00	-1.00000	-1.00000	66954.23	1626.00	1626.00	True
LW65	6.17	-1.00000	-1.00000	66954.23	1626.00	1626.00	True
LW65	6.33	-1.00000	-1.00000	66954.23	1626.00	1626.00	True
LW65	6.50	-0.99972	-0.99972	66954.23	1644.00	1644.00	True
LW65	6.67	-0.99969	-0.99969	66954.23	1646.00	1646.00	True
LW65	6.83	-0.99939	-0.99939	66954.23	1665.09	1665.09	True
LW65	7.00	-0.99896	-0.99896	66954.23	1692.00	1692.00	True
LW65	7.17	-0.99851	-0.99851	66954.23	1720.60	1720.60	True
LW65	7.33	-0.99808	-0.99808	66954.23	1747.80	1747.80	True
LW65	7.50	-0.99757	-0.99757	66954.23	1780.50	1780.50	True
LW65	7.67	-0.99705	-0.99705	66954.23	1813.80	1813.80	True
LW65	7.83	-0.99637	-0.99637	66954.23	1856.82	1856.82	True
LW65	8.00	-0.99557	-0.99557	66954.23	1907.50	1907.50	True
LW65	8.17	-0.99486	-0.99486	66954.23	1952.80	1952.80	True
LW65	8.33	-0.99404	-0.99404	66954.23	2004.90	2004.90	True
LW65	8.50	-0.99296	-0.99296	66954.23	2073.60	2073.60	True
LW65	8.67	-0.99197	-0.99197	66954.23	2136.40	2136.40	True
LW65	8.83	-0.99092	-0.99092	66954.23	2203.18	2203.18	True
LW65	9.00	-0.98958	-0.98958	66954.23	2288.90	2288.90	True
LW65	9.17	-0.98835	-0.98835	66954.23	2366.60	2366.60	True
LW65	9.33	-0.98703	-0.98703	66954.23	2450.60	2450.60	True
LW65	9.50	-0.98538	-0.98538	66954.23	2555.60	2555.60	True
LW65	9.67	-0.98376	-0.98376	66954.23	2658.50	2658.50	True
LW65	9.83	-0.98194	-0.98194	66954.23	2774.45	2774.45	True
LW65	10.00	-0.97991	-0.97991	66954.23	2903.60	2903.60	True
LW65	10.17	-0.97781	-0.97781	66954.23	3037.00	3037.00	True
LW65	10.33	-0.97550	-0.97550	66954.23	3183.90	3183.90	True
LW65	10.50	-0.97285	-0.97285	66954.23	3352.30	3352.30	True
LW65	10.67	-0.97003	-0.97003	66954.23	3532.10	3532.10	True
LW65	10.83	-0.96679	-0.96679	66954.23	3737.82	3737.82	True
LW65	11.00	-0.96322	-0.96322	66954.23	3964.70	3964.70	True
LW65	11.17	-0.95944	-0.95944	66954.23	4205.30	4205.30	True
LW65	11.33	-0.95513	-0.95513	66954.23	4479.60	4479.60	True
LW65	11.50	-0.95024	-0.95024	66954.23	4790.50	4790.50	True
LW65	11.67	-0.94511	-0.94511	66954.23	5116.70	5116.70	True
LW65	11.83	-0.93881	-0.93881	66954.23	5517.27	5517.27	True
LW65	12.00	-0.93190	-0.93190	66954.23	5956.60	5956.60	True
LW65	12.17	-0.92424	-0.92424	66954.23	6443.80	6443.80	True
LW65	12.33	-0.91575	-0.91575	66954.23	6983.80	6983.80	True
LW65	12.50	-0.90623	-0.90623	66954.23	7589.30	7589.30	True
LW65	12.67	-0.89494	-0.89494	66954.23	8307.20	8307.20	True
LW65	12.83	-0.88225	-0.88225	66954.23	9114.18	9114.18	True
LW65	13.00	-0.86765	-0.86765	66954.23	10042.70	10042.70	True
LW65	13.17	-0.85201	-0.85201	66954.23	11037.40	11037.40	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