2026-04-13 C2.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 lugdunensis
Dataset: FB-v0
Medium: FB
Role: sample

View signal plots View calculation

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus lugdunensis | Run: 2026-04-13 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	2026-04-13 inc4	Run date	2026-04-13
Media	FB	Incubator	inc4
Well file	2026-04-13 C2.xlsx	Well ID	C2
Sample role	sample	Sample status	mapped_sample
Main analysis included	True	Red/pink flag	False
LW65 problem flag	False	Source group	ATCC 49576
Strain source	ATCC 49576	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	3.92208	2.0-42.0 h
LW60	end_norm	0.19953	2.0-42.0 h
LW60	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW60	max_abs_norm	0.19953	2.0-42.0 h
LW60	max_norm	0.19953	2.0-42.0 h
LW60	min_norm	0.00410	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	0.00557	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	-20.02921	2.0-42.0 h
LW62	end_norm	-0.59213	2.0-42.0 h
LW62	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW62	max_abs_norm	0.59213	2.0-42.0 h
LW62	max_norm	-0.10949	2.0-42.0 h
LW62	min_norm	-0.59213	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	-0.00405	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	0.51494	2.0-42.0 h
LW63	pct_missing_norm	1.00000	2.0-42.0 h
LW63	pct_saturated_rows	0.49087	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	0.51784	2.0-42.0 h
LW64	slope_norm		2.0-42.0 h
LW65	auc_norm	3.50388	2.0-42.0 h
LW65	end_norm	0.13748	2.0-42.0 h
LW65	excluded_by_metadata_check	0.00000	2.0-42.0 h
LW65	max_abs_norm	0.13749	2.0-42.0 h
LW65	max_norm	0.13749	2.0-42.0 h
LW65	min_norm	0.00774	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	0.00314	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 814 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	12394.95091	379.17742	Ready
LW65	5	12911.41091	500.89534	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	0.00–67.67 h	6602.04–49923.62 Ω
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	6602.04–49923.62 Ω
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	6602.04–49923.62 Ω
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 h	6602.04–49923.62 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	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65	5 1 1 1 sample dash pattern	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW60 control mean	Control mean dash pattern for LW60	0.00–67.67 h	-0.89653–1.00000 dimensionless
LW65 control mean	Control mean dash pattern for LW65	0.00–67.67 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	-0.48545	-0.48545	13121.85	10094.45	10094.45	True
LW60	0.17	-0.23912	-0.23912	13121.85	11261.80	11261.80	True
LW60	0.33	-0.11734	-0.11734	13121.85	11838.90	11838.90	True
LW60	0.50	-0.03789	-0.03789	13121.85	12215.40	12215.40	True
LW60	0.67	0.01535	0.01535	13121.85	12467.70	12467.70	True
LW60	0.83	0.05603	0.05603	13121.85	12660.45	12660.45	True
LW60	1.00	0.08385	0.08385	13121.85	12792.30	12792.30	True
LW60	1.17	0.10807	0.10807	13121.85	12907.10	12907.10	True
LW60	1.33	0.12475	0.12475	13121.85	12986.10	12986.10	True
LW60	1.50	0.13827	0.13827	13121.85	13050.20	13050.20	True
LW60	1.67	0.14853	0.14853	13121.85	13098.80	13098.80	True
LW60	1.83	0.15826	0.15826	13121.85	13144.91	13144.91	True
LW60	2.00	0.16473	0.16473	13121.85	13175.60	13175.60	True
LW60	2.17	0.17020	0.17020	13121.85	13201.50	13201.50	True
LW60	2.33	0.17495	0.17495	13121.85	13224.00	13224.00	True
LW60	2.50	0.17604	0.17604	13121.85	13229.20	13229.20	True
LW60	2.67	0.18043	0.18043	13121.85	13250.00	13250.00	True
LW60	2.83	0.18427	0.18427	13121.85	13268.18	13268.18	True
LW60	3.00	0.18681	0.18681	13121.85	13280.20	13280.20	True
LW60	3.17	0.19065	0.19065	13121.85	13298.40	13298.40	True
LW60	3.33	0.19120	0.19120	13121.85	13301.00	13301.00	True
LW60	3.50	0.19120	0.19120	13121.85	13301.00	13301.00	True
LW60	3.67	0.19120	0.19120	13121.85	13301.00	13301.00	True
LW60	3.83	0.19369	0.19369	13121.85	13312.82	13312.82	True
LW60	4.00	0.19668	0.19668	13121.85	13327.00	13327.00	True
LW60	4.17	0.19668	0.19668	13121.85	13327.00	13327.00	True
LW60	4.33	0.19668	0.19668	13121.85	13327.00	13327.00	True
LW60	4.50	0.19668	0.19668	13121.85	13327.00	13327.00	True
LW60	4.67	0.19668	0.19668	13121.85	13327.00	13327.00	True
LW60	4.83	0.19812	0.19812	13121.85	13333.82	13333.82	True
LW60	5.00	0.19774	0.19774	13121.85	13332.00	13332.00	True
LW60	5.17	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	5.33	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	5.50	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	5.67	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	5.83	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	6.00	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	6.17	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	6.33	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	6.50	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	6.67	0.20196	0.20196	13121.85	13352.00	13352.00	True
LW60	6.83	0.20495	0.20495	13121.85	13366.18	13366.18	True
LW60	7.00	0.20635	0.20635	13121.85	13372.80	13372.80	True
LW60	7.17	0.20744	0.20744	13121.85	13378.00	13378.00	True
LW60	7.33	0.20744	0.20744	13121.85	13378.00	13378.00	True
LW60	7.50	0.20854	0.20854	13121.85	13383.20	13383.20	True
LW60	7.67	0.20909	0.20909	13121.85	13385.80	13385.80	True
LW60	7.83	0.21094	0.21094	13121.85	13394.55	13394.55	True
LW60	8.00	0.21238	0.21238	13121.85	13401.40	13401.40	True
LW60	8.17	0.21293	0.21293	13121.85	13404.00	13404.00	True
LW60	8.33	0.21293	0.21293	13121.85	13404.00	13404.00	True
LW60	8.50	0.21513	0.21513	13121.85	13414.40	13414.40	True
LW60	8.67	0.21513	0.21513	13121.85	13414.40	13414.40	True
LW60	8.83	0.21842	0.21842	13121.85	13430.00	13430.00	True
LW60	9.00	0.21842	0.21842	13121.85	13430.00	13430.00	True
LW60	9.17	0.21895	0.21895	13121.85	13432.50	13432.50	True
LW60	9.33	0.22264	0.22264	13121.85	13450.00	13450.00	True
LW60	9.50	0.22158	0.22158	13121.85	13445.00	13445.00	True
LW60	9.67	0.22317	0.22317	13121.85	13452.50	13452.50	True
LW60	9.83	0.22225	0.22225	13121.85	13448.18	13448.18	True
LW60	10.00	0.22053	0.22053	13121.85	13440.00	13440.00	True
LW60	10.17	0.21842	0.21842	13121.85	13430.00	13430.00	True
LW60	10.33	0.21842	0.21842	13121.85	13430.00	13430.00	True
LW60	10.50	0.21842	0.21842	13121.85	13430.00	13430.00	True
LW60	10.67	0.21842	0.21842	13121.85	13430.00	13430.00	True
LW60	10.83	0.21742	0.21742	13121.85	13425.27	13425.27	True
LW60	11.00	0.21622	0.21622	13121.85	13419.60	13419.60	True
LW60	11.17	0.21677	0.21677	13121.85	13422.20	13422.20	True
LW60	11.33	0.21842	0.21842	13121.85	13430.00	13430.00	True
LW60	11.50	0.21567	0.21567	13121.85	13417.00	13417.00	True
LW60	11.67	0.21677	0.21677	13121.85	13422.20	13422.20	True
LW60	11.83	0.21792	0.21792	13121.85	13427.64	13427.64	True
LW60	12.00	0.21895	0.21895	13121.85	13432.50	13432.50	True
LW60	12.17	0.22158	0.22158	13121.85	13445.00	13445.00	True
LW60	12.33	0.22264	0.22264	13121.85	13450.00	13450.00	True
LW60	12.50	0.22211	0.22211	13121.85	13447.50	13447.50	True
LW60	12.67	0.22369	0.22369	13121.85	13455.00	13455.00	True
LW60	12.83	0.22419	0.22419	13121.85	13457.36	13457.36	True
LW60	13.00	0.22918	0.22918	13121.85	13481.00	13481.00	True
LW60	13.17	0.23083	0.23083	13121.85	13488.80	13488.80	True
LW65	0.00	-0.68948	-0.68948	13930.22	10518.45	10518.45	True
LW65	0.17	-0.41030	-0.41030	13930.22	11487.40	11487.40	True
LW65	0.33	-0.21065	-0.21065	13930.22	12180.30	12180.30	True
LW65	0.50	-0.07013	-0.07013	13930.22	12668.00	12668.00	True
LW65	0.67	0.02892	0.02892	13930.22	13011.80	13011.80	True
LW65	0.83	0.09884	0.09884	13930.22	13254.45	13254.45	True
LW65	1.00	0.15302	0.15302	13930.22	13442.50	13442.50	True
LW65	1.17	0.19685	0.19685	13930.22	13594.60	13594.60	True
LW65	1.33	0.23033	0.23033	13930.22	13710.80	13710.80	True
LW65	1.50	0.25718	0.25718	13930.22	13804.00	13804.00	True
LW65	1.67	0.28190	0.28190	13930.22	13889.80	13889.80	True
LW65	1.83	0.30519	0.30519	13930.22	13970.64	13970.64	True
LW65	2.00	0.32460	0.32460	13930.22	14038.00	14038.00	True
LW65	2.17	0.34108	0.34108	13930.22	14095.20	14095.20	True
LW65	2.33	0.35532	0.35532	13930.22	14144.60	14144.60	True
LW65	2.50	0.36730	0.36730	13930.22	14186.20	14186.20	True
LW65	2.67	0.37554	0.37554	13930.22	14214.80	14214.80	True
LW65	2.83	0.38351	0.38351	13930.22	14242.45	14242.45	True
LW65	3.00	0.39502	0.39502	13930.22	14282.40	14282.40	True
LW65	3.17	0.40101	0.40101	13930.22	14303.20	14303.20	True
LW65	3.33	0.41000	0.41000	13930.22	14334.40	14334.40	True
LW65	3.50	0.41386	0.41386	13930.22	14347.80	14347.80	True
LW65	3.67	0.41770	0.41770	13930.22	14361.10	14361.10	True
LW65	3.83	0.42602	0.42602	13930.22	14390.00	14390.00	True
LW65	4.00	0.43202	0.43202	13930.22	14410.80	14410.80	True
LW65	4.17	0.43351	0.43351	13930.22	14416.00	14416.00	True
LW65	4.33	0.43951	0.43951	13930.22	14436.80	14436.80	True
LW65	4.50	0.43951	0.43951	13930.22	14436.80	14436.80	True
LW65	4.67	0.44250	0.44250	13930.22	14447.20	14447.20	True
LW65	4.83	0.44237	0.44237	13930.22	14446.73	14446.73	True
LW65	5.00	0.44700	0.44700	13930.22	14462.80	14462.80	True
LW65	5.17	0.44930	0.44930	13930.22	14470.80	14470.80	True
LW65	5.33	0.45622	0.45622	13930.22	14494.80	14494.80	True
LW65	5.50	0.45777	0.45777	13930.22	14500.20	14500.20	True
LW65	5.67	0.45927	0.45927	13930.22	14505.40	14505.40	True
LW65	5.83	0.45900	0.45900	13930.22	14504.45	14504.45	True
LW65	6.00	0.46227	0.46227	13930.22	14515.80	14515.80	True
LW65	6.17	0.46377	0.46377	13930.22	14521.00	14521.00	True
LW65	6.33	0.46377	0.46377	13930.22	14521.00	14521.00	True
LW65	6.50	0.46751	0.46751	13930.22	14534.00	14534.00	True
LW65	6.67	0.46602	0.46602	13930.22	14528.80	14528.80	True
LW65	6.83	0.46649	0.46649	13930.22	14530.45	14530.45	True
LW65	7.00	0.46826	0.46826	13930.22	14536.60	14536.60	True
LW65	7.17	0.47578	0.47578	13930.22	14562.70	14562.70	True
LW65	7.33	0.47575	0.47575	13930.22	14562.60	14562.60	True
LW65	7.50	0.47875	0.47875	13930.22	14573.00	14573.00	True
LW65	7.67	0.47875	0.47875	13930.22	14573.00	14573.00	True
LW65	7.83	0.48087	0.48087	13930.22	14580.36	14580.36	True
LW65	8.00	0.48264	0.48264	13930.22	14586.50	14586.50	True
LW65	8.17	0.48420	0.48420	13930.22	14591.90	14591.90	True
LW65	8.33	0.48420	0.48420	13930.22	14591.90	14591.90	True
LW65	8.50	0.48725	0.48725	13930.22	14602.50	14602.50	True
LW65	8.67	0.48803	0.48803	13930.22	14605.20	14605.20	True
LW65	8.83	0.49130	0.49130	13930.22	14616.55	14616.55	True
LW65	9.00	0.49177	0.49177	13930.22	14618.20	14618.20	True
LW65	9.17	0.49252	0.49252	13930.22	14620.80	14620.80	True
LW65	9.33	0.49402	0.49402	13930.22	14626.00	14626.00	True
LW65	9.50	0.49402	0.49402	13930.22	14626.00	14626.00	True
LW65	9.67	0.49402	0.49402	13930.22	14626.00	14626.00	True
LW65	9.83	0.49402	0.49402	13930.22	14626.00	14626.00	True
LW65	10.00	0.49402	0.49402	13930.22	14626.00	14626.00	True
LW65	10.17	0.49177	0.49177	13930.22	14618.20	14618.20	True
LW65	10.33	0.48953	0.48953	13930.22	14610.40	14610.40	True
LW65	10.50	0.49327	0.49327	13930.22	14623.40	14623.40	True
LW65	10.67	0.49177	0.49177	13930.22	14618.20	14618.20	True
LW65	10.83	0.48721	0.48721	13930.22	14602.36	14602.36	True
LW65	11.00	0.48725	0.48725	13930.22	14602.50	14602.50	True
LW65	11.17	0.48878	0.48878	13930.22	14607.80	14607.80	True
LW65	11.33	0.48803	0.48803	13930.22	14605.20	14605.20	True
LW65	11.50	0.48653	0.48653	13930.22	14600.00	14600.00	True
LW65	11.67	0.48653	0.48653	13930.22	14600.00	14600.00	True
LW65	11.83	0.48577	0.48577	13930.22	14597.36	14597.36	True
LW65	12.00	0.48650	0.48650	13930.22	14599.90	14599.90	True
LW65	12.17	0.48728	0.48728	13930.22	14602.60	14602.60	True
LW65	12.33	0.48575	0.48575	13930.22	14597.30	14597.30	True
LW65	12.50	0.48725	0.48725	13930.22	14602.50	14602.50	True
LW65	12.67	0.48953	0.48953	13930.22	14610.40	14610.40	True
LW65	12.83	0.48993	0.48993	13930.22	14611.82	14611.82	True
LW65	13.00	0.49252	0.49252	13930.22	14620.80	14620.80	True
LW65	13.17	0.49702	0.49702	13930.22	14636.40	14636.40	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