2026-04-22 A4.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 oxytoca
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Klebsiella oxytoca | Run: 2026-04-22 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	2026-04-22 inc5	Run date	2026-04-22
Media	FB	Incubator	inc5
Well file	2026-04-22 A4.xlsx	Well ID	A4
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 700324
Strain source	ATCC 700324	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	30.79531	2.0-42.0 h
LW60	end_norm	1.27423	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	1.27472	2.0-42.0 h
LW60	max_norm	1.27472	2.0-42.0 h
LW60	min_norm	-0.00946	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	0.03300	2.0-42.0 h
LW61	auc_norm	55.27531	2.0-42.0 h
LW61	end_norm	13.59821	2.0-42.0 h
LW61	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW61	max_abs_norm	13.59821	2.0-42.0 h
LW61	max_norm	13.59821	2.0-42.0 h
LW61	min_norm	0.02181	2.0-42.0 h
LW61	pct_abnormal_rows	0.00000	2.0-42.0 h
LW61	pct_missing_norm	0.40664	2.0-42.0 h
LW61	pct_saturated_rows	0.41505	2.0-42.0 h
LW61	slope_norm	0.33373	2.0-42.0 h
LW62	auc_norm		2.0-42.0 h
LW62	end_norm		2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm		2.0-42.0 h
LW62	max_norm		2.0-42.0 h
LW62	min_norm		2.0-42.0 h
LW62	pct_abnormal_rows	0.10539	2.0-42.0 h
LW62	pct_missing_norm	1.00000	2.0-42.0 h
LW62	pct_saturated_rows	0.00000	2.0-42.0 h
LW62	slope_norm		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	0.00000	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.37593	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	0.16929	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	18.71107	2.0-42.0 h
LW65	end_norm	0.68155	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.68155	2.0-42.0 h
LW65	max_norm	0.68155	2.0-42.0 h
LW65	min_norm	0.00053	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	0.01521	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	13462.44000	248.71263	Ready
LW65	5	8417.14727	157.01554	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	6503.64–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–44.50 h	6503.64–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–44.50 h	6503.64–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–44.50 h	6503.64–49923.62 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	-0.25216	-0.25216	13870.18	8897.91	8897.91	True
LW60	0.17	-0.05865	-0.05865	13870.18	12400.70	12400.70	True
LW60	0.33	-0.02051	-0.02051	13870.18	13091.20	13091.20	True
LW60	0.50	-0.00607	-0.00607	13870.18	13352.50	13352.50	True
LW60	0.67	0.00302	0.00302	13870.18	13517.10	13517.10	True
LW60	0.83	0.00944	0.00944	13870.18	13633.40	13633.40	True
LW60	1.00	0.01412	0.01412	13870.18	13718.00	13718.00	True
LW60	1.17	0.01715	0.01715	13870.18	13772.80	13772.80	True
LW60	1.33	0.01973	0.01973	13870.18	13819.60	13819.60	True
LW60	1.50	0.02117	0.02117	13870.18	13845.60	13845.60	True
LW60	1.67	0.02246	0.02246	13870.18	13869.00	13869.00	True
LW60	1.83	0.02259	0.02259	13870.18	13871.36	13871.36	True
LW60	2.00	0.02289	0.02289	13870.18	13876.80	13876.80	True
LW60	2.17	0.02275	0.02275	13870.18	13874.20	13874.20	True
LW60	2.33	0.02303	0.02303	13870.18	13879.40	13879.40	True
LW60	2.50	0.02260	0.02260	13870.18	13871.60	13871.60	True
LW60	2.67	0.02246	0.02246	13870.18	13869.00	13869.00	True
LW60	2.83	0.02181	0.02181	13870.18	13857.18	13857.18	True
LW60	3.00	0.02145	0.02145	13870.18	13850.80	13850.80	True
LW60	3.17	0.02074	0.02074	13870.18	13837.80	13837.80	True
LW60	3.33	0.02002	0.02002	13870.18	13824.80	13824.80	True
LW60	3.50	0.01959	0.01959	13870.18	13817.00	13817.00	True
LW60	3.67	0.01858	0.01858	13870.18	13798.80	13798.80	True
LW60	3.83	0.01815	0.01815	13870.18	13791.00	13791.00	True
LW60	4.00	0.01758	0.01758	13870.18	13780.60	13780.60	True
LW60	4.17	0.01671	0.01671	13870.18	13765.00	13765.00	True
LW60	4.33	0.01671	0.01671	13870.18	13765.00	13765.00	True
LW60	4.50	0.01614	0.01614	13870.18	13754.60	13754.60	True
LW60	4.67	0.01528	0.01528	13870.18	13739.00	13739.00	True
LW60	4.83	0.01528	0.01528	13870.18	13739.00	13739.00	True
LW60	5.00	0.01528	0.01528	13870.18	13739.00	13739.00	True
LW60	5.17	0.01528	0.01528	13870.18	13739.00	13739.00	True
LW60	5.33	0.01628	0.01628	13870.18	13757.20	13757.20	True
LW60	5.50	0.01671	0.01671	13870.18	13765.00	13765.00	True
LW60	5.67	0.01858	0.01858	13870.18	13798.80	13798.80	True
LW60	5.83	0.02363	0.02363	13870.18	13890.27	13890.27	True
LW60	6.00	0.03768	0.03768	13870.18	14144.60	14144.60	True
LW60	6.17	0.06952	0.06952	13870.18	14720.90	14720.90	True
LW60	6.33	0.12649	0.12649	13870.18	15752.10	15752.10	True
LW60	6.50	0.19547	0.19547	13870.18	17000.80	17000.80	True
LW60	6.67	0.25944	0.25944	13870.18	18158.90	18158.90	True
LW60	6.83	0.31281	0.31281	13870.18	19125.00	19125.00	True
LW60	7.00	0.35377	0.35377	13870.18	19866.40	19866.40	True
LW60	7.17	0.38359	0.38359	13870.18	20406.20	20406.20	True
LW60	7.33	0.40819	0.40819	13870.18	20851.40	20851.40	True
LW60	7.50	0.42663	0.42663	13870.18	21185.30	21185.30	True
LW60	7.67	0.44078	0.44078	13870.18	21441.40	21441.40	True
LW60	7.83	0.45163	0.45163	13870.18	21637.82	21637.82	True
LW60	8.00	0.46088	0.46088	13870.18	21805.30	21805.30	True
LW60	8.17	0.46743	0.46743	13870.18	21923.90	21923.90	True
LW60	8.33	0.47269	0.47269	13870.18	22019.00	22019.00	True
LW60	8.50	0.47698	0.47698	13870.18	22096.80	22096.80	True
LW60	8.67	0.48175	0.48175	13870.18	22183.00	22183.00	True
LW60	8.83	0.48524	0.48524	13870.18	22246.27	22246.27	True
LW60	9.00	0.48838	0.48838	13870.18	22303.00	22303.00	True
LW60	9.17	0.49202	0.49202	13870.18	22369.00	22369.00	True
LW60	9.33	0.49562	0.49562	13870.18	22434.10	22434.10	True
LW60	9.50	0.49860	0.49860	13870.18	22488.00	22488.00	True
LW60	9.67	0.50077	0.50077	13870.18	22527.40	22527.40	True
LW60	9.83	0.50287	0.50287	13870.18	22565.36	22565.36	True
LW60	10.00	0.50362	0.50362	13870.18	22579.00	22579.00	True
LW60	10.17	0.50495	0.50495	13870.18	22603.00	22603.00	True
LW60	10.33	0.50511	0.50511	13870.18	22606.00	22606.00	True
LW60	10.50	0.50395	0.50395	13870.18	22585.00	22585.00	True
LW60	10.67	0.50179	0.50179	13870.18	22545.80	22545.80	True
LW60	10.83	0.49875	0.49875	13870.18	22490.73	22490.73	True
LW60	11.00	0.49283	0.49283	13870.18	22383.70	22383.70	True
LW60	11.17	0.48589	0.48589	13870.18	22258.00	22258.00	True
LW60	11.33	0.47747	0.47747	13870.18	22105.60	22105.60	True
LW60	11.50	0.46826	0.46826	13870.18	21938.80	21938.80	True
LW60	11.67	0.45891	0.45891	13870.18	21769.60	21769.60	True
LW60	11.83	0.45000	0.45000	13870.18	21608.27	21608.27	True
LW60	12.00	0.44126	0.44126	13870.18	21450.20	21450.20	True
LW60	12.17	0.43312	0.43312	13870.18	21302.70	21302.70	True
LW60	12.33	0.42615	0.42615	13870.18	21176.60	21176.60	True
LW60	12.50	0.41836	0.41836	13870.18	21035.60	21035.60	True
LW60	12.67	0.41091	0.41091	13870.18	20900.80	20900.80	True
LW60	12.83	0.40455	0.40455	13870.18	20785.64	20785.64	True
LW60	13.00	0.39819	0.39819	13870.18	20670.50	20670.50	True
LW60	13.17	0.39259	0.39259	13870.18	20569.00	20569.00	True
LW65	0.00	-0.30524	-0.30524	8707.22	6503.64	6503.64	True
LW65	0.17	-0.09581	-0.09581	8707.22	7816.50	7816.50	True
LW65	0.33	-0.03706	-0.03706	8707.22	8184.80	8184.80	True
LW65	0.50	-0.01125	-0.01125	8707.22	8346.60	8346.60	True
LW65	0.67	0.00484	0.00484	8707.22	8447.50	8447.50	True
LW65	0.83	0.01724	0.01724	8707.22	8525.20	8525.20	True
LW65	1.00	0.02624	0.02624	8707.22	8581.64	8581.64	True
LW65	1.17	0.03191	0.03191	8707.22	8617.20	8617.20	True
LW65	1.33	0.03797	0.03797	8707.22	8655.20	8655.20	True
LW65	1.50	0.04212	0.04212	8707.22	8681.20	8681.20	True
LW65	1.67	0.04509	0.04509	8707.22	8699.80	8699.80	True
LW65	1.83	0.04745	0.04745	8707.22	8714.64	8714.64	True
LW65	2.00	0.04815	0.04815	8707.22	8719.00	8719.00	True
LW65	2.17	0.05072	0.05072	8707.22	8735.10	8735.10	True
LW65	2.33	0.05182	0.05182	8707.22	8742.00	8742.00	True
LW65	2.50	0.05182	0.05182	8707.22	8742.00	8742.00	True
LW65	2.67	0.05182	0.05182	8707.22	8742.00	8742.00	True
LW65	2.83	0.05182	0.05182	8707.22	8742.00	8742.00	True
LW65	3.00	0.05182	0.05182	8707.22	8742.00	8742.00	True
LW65	3.17	0.05182	0.05182	8707.22	8742.00	8742.00	True
LW65	3.33	0.05182	0.05182	8707.22	8742.00	8742.00	True
LW65	3.50	0.05182	0.05182	8707.22	8742.00	8742.00	True
LW65	3.67	0.05182	0.05182	8707.22	8742.00	8742.00	True
LW65	3.83	0.05149	0.05149	8707.22	8739.91	8739.91	True
LW65	4.00	0.04998	0.04998	8707.22	8730.50	8730.50	True
LW65	4.17	0.04888	0.04888	8707.22	8723.60	8723.60	True
LW65	4.33	0.04815	0.04815	8707.22	8719.00	8719.00	True
LW65	4.50	0.04815	0.04815	8707.22	8719.00	8719.00	True
LW65	4.67	0.04815	0.04815	8707.22	8719.00	8719.00	True
LW65	4.83	0.04815	0.04815	8707.22	8719.00	8719.00	True
LW65	5.00	0.04700	0.04700	8707.22	8711.80	8711.80	True
LW65	5.17	0.04777	0.04777	8707.22	8716.60	8716.60	True
LW65	5.33	0.04815	0.04815	8707.22	8719.00	8719.00	True
LW65	5.50	0.04815	0.04815	8707.22	8719.00	8719.00	True
LW65	5.67	0.04815	0.04815	8707.22	8719.00	8719.00	True
LW65	5.83	0.05392	0.05392	8707.22	8755.18	8755.18	True
LW65	6.00	0.06889	0.06889	8707.22	8849.00	8849.00	True
LW65	6.17	0.10791	0.10791	8707.22	9093.60	9093.60	True
LW65	6.33	0.17659	0.17659	8707.22	9524.20	9524.20	True
LW65	6.50	0.25961	0.25961	8707.22	10044.60	10044.60	True
LW65	6.67	0.34110	0.34110	8707.22	10555.50	10555.50	True
LW65	6.83	0.41217	0.41217	8707.22	11001.00	11001.00	True
LW65	7.00	0.47033	0.47033	8707.22	11365.60	11365.60	True
LW65	7.17	0.51593	0.51593	8707.22	11651.50	11651.50	True
LW65	7.33	0.55297	0.55297	8707.22	11883.70	11883.70	True
LW65	7.50	0.58420	0.58420	8707.22	12079.50	12079.50	True
LW65	7.67	0.60869	0.60869	8707.22	12233.00	12233.00	True
LW65	7.83	0.62846	0.62846	8707.22	12356.91	12356.91	True
LW65	8.00	0.64490	0.64490	8707.22	12460.00	12460.00	True
LW65	8.17	0.65824	0.65824	8707.22	12543.60	12543.60	True
LW65	8.33	0.66793	0.66793	8707.22	12604.40	12604.40	True
LW65	8.50	0.67684	0.67684	8707.22	12660.20	12660.20	True
LW65	8.67	0.68700	0.68700	8707.22	12723.90	12723.90	True
LW65	8.83	0.69341	0.69341	8707.22	12764.09	12764.09	True
LW65	9.00	0.70035	0.70035	8707.22	12807.60	12807.60	True
LW65	9.17	0.70767	0.70767	8707.22	12853.50	12853.50	True
LW65	9.33	0.71541	0.71541	8707.22	12902.00	12902.00	True
LW65	9.50	0.72193	0.72193	8707.22	12942.90	12942.90	True
LW65	9.67	0.72635	0.72635	8707.22	12970.60	12970.60	True
LW65	9.83	0.73045	0.73045	8707.22	12996.27	12996.27	True
LW65	10.00	0.73367	0.73367	8707.22	13016.50	13016.50	True
LW65	10.17	0.73490	0.73490	8707.22	13024.20	13024.20	True
LW65	10.33	0.73531	0.73531	8707.22	13026.80	13026.80	True
LW65	10.50	0.73573	0.73573	8707.22	13029.40	13029.40	True
LW65	10.67	0.73367	0.73367	8707.22	13016.50	13016.50	True
LW65	10.83	0.73190	0.73190	8707.22	13005.36	13005.36	True
LW65	11.00	0.72354	0.72354	8707.22	12953.00	12953.00	True
LW65	11.17	0.71416	0.71416	8707.22	12894.20	12894.20	True
LW65	11.33	0.70320	0.70320	8707.22	12825.50	12825.50	True
LW65	11.50	0.69264	0.69264	8707.22	12759.30	12759.30	True
LW65	11.67	0.68011	0.68011	8707.22	12680.70	12680.70	True
LW65	11.83	0.66805	0.66805	8707.22	12605.09	12605.09	True
LW65	12.00	0.65623	0.65623	8707.22	12531.00	12531.00	True
LW65	12.17	0.64492	0.64492	8707.22	12460.10	12460.10	True
LW65	12.33	0.63525	0.63525	8707.22	12399.50	12399.50	True
LW65	12.50	0.62440	0.62440	8707.22	12331.50	12331.50	True
LW65	12.67	0.61590	0.61590	8707.22	12278.20	12278.20	True
LW65	12.83	0.60760	0.60760	8707.22	12226.18	12226.18	True
LW65	13.00	0.59821	0.59821	8707.22	12167.30	12167.30	True
LW65	13.17	0.59098	0.59098	8707.22	12122.00	12122.00	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