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.

Dataset
FB-v0
Medium
FB
Role
sample

Dataset: FB-v0 | Medium: FB | Organism: Staphylococcus epidermidis | Run: 2026-04-13 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 folder2026-04-13 inc5Run date2026-04-13
MediaFBIncubatorinc5
Well file2026-04-13 C3.xlsxWell IDC3
Sample rolesampleSample statusmapped_sample
Main analysis includedTrueRed/pink flagTrue
LW65 problem flagTrueSource groupATCC 12228
Strain sourceATCC 12228Preprocessingfb_good_data_r0_90_120
Baseline window90-120 minutesFeature window120-2520 minutes
View sensor and manufacturing details

Sensor and Manufacturing Provenance

ChannelDesign versionPaper labelManufacturerPlatform/version
LW60Mapping not establishedNot specified
LW61Mapping not establishedNot specified
LW62Mapping not establishedNot specified
LW63Mapping not establishedNot specified
LW64Mapping not establishedNot specified
LW65Mapping not establishedNot specified
View derived sensor features

Sensor Features

SensorFeatureValueWindow
LW60auc_norm-3.232542.0-42.0 h
LW60end_norm-0.062712.0-42.0 h
LW60excluded_by_metadata_check0.000002.0-42.0 h
LW60max_abs_norm0.132362.0-42.0 h
LW60max_norm0.013052.0-42.0 h
LW60min_norm-0.132362.0-42.0 h
LW60pct_abnormal_rows0.000002.0-42.0 h
LW60pct_missing_norm0.000002.0-42.0 h
LW60pct_saturated_rows0.000002.0-42.0 h
LW60slope_norm-0.002892.0-42.0 h
LW61auc_norm-0.344832.0-42.0 h
LW61end_norm0.009952.0-42.0 h
LW61excluded_by_metadata_check0.000002.0-42.0 h
LW61max_abs_norm0.024072.0-42.0 h
LW61max_norm0.011262.0-42.0 h
LW61min_norm-0.024072.0-42.0 h
LW61pct_abnormal_rows0.000002.0-42.0 h
LW61pct_missing_norm0.000002.0-42.0 h
LW61pct_saturated_rows0.000002.0-42.0 h
LW61slope_norm0.000012.0-42.0 h
LW62auc_norm-0.859542.0-42.0 h
LW62end_norm-0.010992.0-42.0 h
LW62excluded_by_metadata_check0.000002.0-42.0 h
LW62max_abs_norm0.038642.0-42.0 h
LW62max_norm0.004892.0-42.0 h
LW62min_norm-0.038642.0-42.0 h
LW62pct_abnormal_rows0.000002.0-42.0 h
LW62pct_missing_norm0.000002.0-42.0 h
LW62pct_saturated_rows0.000002.0-42.0 h
LW62slope_norm-0.000552.0-42.0 h
LW63auc_norm-0.674872.0-42.0 h
LW63end_norm-0.009442.0-42.0 h
LW63excluded_by_metadata_check0.000002.0-42.0 h
LW63max_abs_norm0.028022.0-42.0 h
LW63max_norm-0.002192.0-42.0 h
LW63min_norm-0.028022.0-42.0 h
LW63pct_abnormal_rows0.000002.0-42.0 h
LW63pct_missing_norm0.000002.0-42.0 h
LW63pct_saturated_rows0.000002.0-42.0 h
LW63slope_norm-0.000182.0-42.0 h
LW64auc_norm-3.815372.0-42.0 h
LW64end_norm-0.088892.0-42.0 h
LW64excluded_by_metadata_check0.000002.0-42.0 h
LW64max_abs_norm0.146802.0-42.0 h
LW64max_norm-0.003342.0-42.0 h
LW64min_norm-0.146802.0-42.0 h
LW64pct_abnormal_rows0.000002.0-42.0 h
LW64pct_missing_norm0.000002.0-42.0 h
LW64pct_saturated_rows0.000002.0-42.0 h
LW64slope_norm-0.003062.0-42.0 h
LW65auc_norm2.0-42.0 h
LW65end_norm2.0-42.0 h
LW65excluded_by_metadata_check1.000002.0-42.0 h
LW65max_abs_norm2.0-42.0 h
LW65max_norm2.0-42.0 h
LW65min_norm2.0-42.0 h
LW65pct_abnormal_rows0.000002.0-42.0 h
LW65pct_missing_norm1.000002.0-42.0 h
LW65pct_saturated_rows0.000002.0-42.0 h
LW65slope_norm2.0-42.0 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

1

Display settings

Channels

Select the sensor channels to show. This does not change the saved normalization policy.

Sensor channels

Available on this sample: LW60, LW61, LW62, LW63, LW64, LW65.

2

Comparison

Control display

Controls are enabled by default and rendered as dashed mean traces when available.

Apply display settingsThe URL remains shareable; the saved calculation and source values remain unchanged.
Reset display

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.

SensorBaseline pointsCenterStandard deviationStatus
LW60512985.58000590.22920Ready
LW65576557.820003367.00079Ready
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 roleVisual styleElapsed time rangeRaw resistance range
LW60Solid sample line0.00–67.67 h6602.04–262644.20 Ω
LW655 1 1 1 sample dash pattern0.00–67.67 h6602.04–262644.20 Ω
LW60 control meanControl mean dash pattern for LW600.00–67.67 h6602.04–262644.20 Ω
LW65 control meanControl mean dash pattern for LW650.00–67.67 h6602.04–262644.20 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 roleVisual styleElapsed time rangeMax-absolute-scaled response range
LW60Solid sample line0.00–67.67 h-0.89653–1.00000 dimensionless
LW655 1 1 1 sample dash pattern0.00–67.67 h-0.89653–1.00000 dimensionless
LW60 control meanControl mean dash pattern for LW600.00–67.67 h-0.89653–1.00000 dimensionless
LW65 control meanControl mean dash pattern for LW650.00–67.67 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
SensorElapsed hDisplayed valueImported normalizedR0RawCleanBaseline valid
LW600.001.000001.0000012062.0016087.7316087.73True
LW600.170.522190.5221912062.0014605.5014605.50True
LW600.330.279010.2790112062.0013851.1013851.10True
LW600.500.091850.0918512062.0013270.5013270.50True
LW600.67-0.04090-0.0409012062.0012858.7012858.70True
LW600.83-0.13023-0.1302312062.0012581.6012581.60True
LW601.00-0.19973-0.1997312062.0012366.0012366.00True
LW601.17-0.23776-0.2377612062.0012248.0012248.00True
LW601.33-0.26539-0.2653912062.0012162.3012162.30True
LW601.50-0.28241-0.2824112062.0012109.5012109.50True
LW601.67-0.29611-0.2961112062.0012067.0012067.00True
LW601.83-0.29933-0.2993312062.0012057.0012057.00True
LW602.00-0.30014-0.3001412062.0012054.5012054.50True
LW602.17-0.29933-0.2993312062.0012057.0012057.00True
LW602.33-0.30014-0.3001412062.0012054.5012054.50True
LW602.50-0.29933-0.2993312062.0012057.0012057.00True
LW602.67-0.30014-0.3001412062.0012054.5012054.50True
LW602.83-0.29933-0.2993312062.0012057.0012057.00True
LW603.00-0.29692-0.2969212062.0012064.5012064.50True
LW603.17-0.29450-0.2945012062.0012072.0012072.00True
LW603.33-0.29128-0.2912812062.0012082.0012082.00True
LW603.50-0.28483-0.2848312062.0012102.0012102.00True
LW603.67-0.28322-0.2832212062.0012107.0012107.00True
LW603.83-0.28322-0.2832212062.0012107.0012107.00True
LW604.00-0.28160-0.2816012062.0012112.0012112.00True
LW604.17-0.27677-0.2767712062.0012127.0012127.00True
LW604.33-0.27516-0.2751612062.0012132.0012132.00True
LW604.50-0.27274-0.2727412062.0012139.5012139.50True
LW604.67-0.26710-0.2671012062.0012157.0012157.00True
LW604.83-0.26710-0.2671012062.0012157.0012157.00True
LW605.00-0.26375-0.2637512062.0012167.4012167.40True
LW605.17-0.26039-0.2603912062.0012177.8012177.80True
LW605.33-0.25872-0.2587212062.0012183.0012183.00True
LW605.50-0.25791-0.2579112062.0012185.5012185.50True
LW605.67-0.25872-0.2587212062.0012183.0012183.00True
LW605.83-0.25286-0.2528612062.0012201.1812201.18True
LW606.00-0.25146-0.2514612062.0012205.5012205.50True
LW606.17-0.25066-0.2506612062.0012208.0012208.00True
LW606.33-0.25066-0.2506612062.0012208.0012208.00True
LW606.50-0.24985-0.2498512062.0012210.5012210.50True
LW606.67-0.25066-0.2506612062.0012208.0012208.00True
LW606.83-0.24700-0.2470012062.0012219.3612219.36True
LW607.00-0.24985-0.2498512062.0012210.5012210.50True
LW607.17-0.24905-0.2490512062.0012213.0012213.00True
LW607.33-0.25066-0.2506612062.0012208.0012208.00True
LW607.50-0.25066-0.2506612062.0012208.0012208.00True
LW607.67-0.25146-0.2514612062.0012205.5012205.50True
LW607.83-0.25725-0.2572512062.0012187.5512187.55True
LW608.00-0.25388-0.2538812062.0012198.0012198.00True
LW608.17-0.25066-0.2506612062.0012208.0012208.00True
LW608.33-0.25066-0.2506612062.0012208.0012208.00True
LW608.50-0.25066-0.2506612062.0012208.0012208.00True
LW608.67-0.25146-0.2514612062.0012205.5012205.50True
LW608.83-0.25066-0.2506612062.0012208.0012208.00True
LW609.00-0.25469-0.2546912062.0012195.5012195.50True
LW609.17-0.25711-0.2571112062.0012188.0012188.00True
LW609.33-0.26039-0.2603912062.0012177.8012177.80True
LW609.50-0.26375-0.2637512062.0012167.4012167.40True
LW609.67-0.27193-0.2719312062.0012142.0012142.00True
LW609.83-0.27736-0.2773612062.0012125.1812125.18True
LW6010.00-0.28805-0.2880512062.0012092.0012092.00True
LW6010.17-0.29933-0.2993312062.0012057.0012057.00True
LW6010.33-0.30739-0.3073912062.0012032.0012032.00True
LW6010.50-0.32190-0.3219012062.0011987.0011987.00True
LW6010.67-0.33821-0.3382112062.0011936.4011936.40True
LW6010.83-0.35607-0.3560712062.0011881.0011881.00True
LW6011.00-0.37058-0.3705812062.0011836.0011836.00True
LW6011.17-0.38508-0.3850812062.0011791.0011791.00True
LW6011.33-0.40603-0.4060312062.0011726.0011726.00True
LW6011.50-0.42135-0.4213512062.0011678.5011678.50True
LW6011.67-0.43959-0.4395912062.0011621.9011621.90True
LW6011.83-0.45905-0.4590512062.0011561.5511561.55True
LW6012.00-0.47663-0.4766312062.0011507.0011507.00True
LW6012.17-0.49191-0.4919112062.0011459.6011459.60True
LW6012.33-0.50854-0.5085412062.0011408.0011408.00True
LW6012.50-0.52224-0.5222412062.0011365.5011365.50True
LW6012.67-0.53514-0.5351412062.0011325.5011325.50True
LW6012.83-0.55001-0.5500112062.0011279.3611279.36True
LW6013.00-0.56544-0.5654412062.0011231.5011231.50True
LW6013.17-0.57656-0.5765612062.0011197.0011197.00True
LW650.001.000001.0000070949.9495525.0991887.67True
LW650.170.576570.5765770949.9485396.6085396.60True
LW650.330.322830.3228370949.9481506.7081506.70True
LW650.500.103310.1033170949.9478141.5078141.50True
LW650.67-0.04434-0.0443470949.9475878.1075878.10True
LW650.83-0.15075-0.1507570949.9474246.8074246.80True
LW651.00-0.23104-0.2310470949.9473016.0073016.00True
LW651.17-0.28505-0.2850570949.9472188.1072188.10True
LW651.33-0.32244-0.3224470949.9471614.8071614.80True
LW651.50-0.34089-0.3408970949.9471332.1071332.10True
LW651.67-0.36342-0.3634270949.9470986.7070986.70True
LW651.83-0.36821-0.3682170949.9470913.1870913.18True
LW652.00-0.38398-0.3839870949.9470671.4070671.40True
LW652.17-0.37561-0.3756170949.9470799.8070799.80True
LW652.33-0.38551-0.3855170949.9470648.0070648.00True
LW652.50-0.38588-0.3858870949.9470642.3070642.30True
LW652.67-0.38361-0.3836170949.9470677.2070677.20True
LW652.83-0.38344-0.3834470949.9470679.8270679.82True
LW653.00-0.38665-0.3866570949.9470630.5070630.50True
LW653.17-0.38436-0.3843670949.9470665.6070665.60True
LW653.33-0.38057-0.3805770949.9470723.8070723.80True
LW653.50-0.38017-0.3801770949.9470729.8070729.80True
LW653.67-0.37066-0.3706670949.9470875.6070875.60True
LW653.83-0.37409-0.3740970949.9470823.0970823.09True
LW654.00-0.40183-0.4018370949.9470397.9070397.90True
LW654.17-0.38815-0.3881570949.9470607.5070607.50True
LW654.33-0.38055-0.3805570949.9470724.0070724.00True
LW654.50-0.38246-0.3824670949.9470694.7070694.70True
LW654.67-0.36495-0.3649570949.9470963.2070963.20True
LW654.83-0.36301-0.3630170949.9470993.0070993.00True
LW655.00-0.35466-0.3546670949.9471121.0071121.00True
LW655.17-0.35045-0.3504570949.9471185.4071185.40True
LW655.33-0.35503-0.3550370949.9471115.3071115.30True
LW655.50-0.35158-0.3515870949.9471168.1071168.10True
LW655.67-0.35007-0.3500770949.9471191.3071191.30True
LW655.83-0.35190-0.3519070949.9471163.2771163.27True
LW656.00-0.34817-0.3481770949.9471220.5071220.50True
LW656.17-0.35924-0.3592470949.9471050.8071050.80True
LW656.33-0.36113-0.3611370949.9471021.7071021.70True
LW656.50-0.35732-0.3573270949.9471080.1071080.10True
LW656.67-0.37027-0.3702770949.9470881.7070881.70True
LW656.83-0.38687-0.3868770949.9470627.0970627.09True
LW657.00-0.39006-0.3900670949.9470578.3070578.30True
LW657.17-0.39272-0.3927270949.9470537.5070537.50True
LW657.33-0.38056-0.3805670949.9470723.9070723.90True
LW657.50-0.38550-0.3855070949.9470648.2070648.20True
LW657.67-0.39956-0.3995670949.9470432.7070432.70True
LW657.83-0.38895-0.3889570949.9470595.2770595.27True
LW658.00-0.38436-0.3843670949.9470665.7070665.70True
LW658.17-0.38664-0.3866470949.9470630.7070630.70True
LW658.33-0.38588-0.3858870949.9470642.3070642.30True
LW658.50-0.38548-0.3854870949.9470648.5070648.50True
LW658.67-0.38779-0.3877970949.9470613.1070613.10True
LW658.83-0.38859-0.3885970949.9470600.7370600.73True
LW659.00-0.38625-0.3862570949.9470636.6070636.60True
LW659.17-0.36190-0.3619070949.9471009.9071009.90True
LW659.33-0.36419-0.3641970949.9470974.9070974.90True
LW659.50-0.35961-0.3596170949.9471045.0071045.00True
LW659.67-0.36037-0.3603770949.9471033.4071033.40True
LW659.83-0.37791-0.3779170949.9470764.5570764.55True
LW6510.00-0.38094-0.3809470949.9470718.0070718.00True
LW6510.17-0.38550-0.3855070949.9470648.1070648.10True
LW6510.33-0.38854-0.3885470949.9470601.5070601.50True
LW6510.50-0.39348-0.3934870949.9470525.9070525.90True
LW6510.67-0.39957-0.3995770949.9470432.5070432.50True
LW6510.83-0.40277-0.4027770949.9470383.3670383.36True
LW6511.00-0.39804-0.3980470949.9470456.0070456.00True
LW6511.17-0.39879-0.3987970949.9470444.4070444.40True
LW6511.33-0.41093-0.4109370949.9470258.4070258.40True
LW6511.50-0.40940-0.4094070949.9470281.8070281.80True
LW6511.67-0.42677-0.4267770949.9470015.5070015.50True
LW6511.83-0.43675-0.4367570949.9469862.4569862.45True
LW6512.00-0.44258-0.4425870949.9469773.1069773.10True
LW6512.17-0.44785-0.4478570949.9469692.4069692.40True
LW6512.33-0.45383-0.4538370949.9469600.6069600.60True
LW6512.50-0.49162-0.4916270949.9469021.3069021.30True
LW6512.67-0.49536-0.4953670949.9468964.1068964.10True
LW6512.83-0.50274-0.5027470949.9468850.8268850.82True
LW6513.00-0.50764-0.5076470949.9468775.8068775.80True
LW6513.17-0.51207-0.5120770949.9468707.9068707.90True

This region contains a wide data table. Use horizontal scrolling to reveal additional columns when needed.