Inspect this sample's raw signals, on-demand normalization, sensor provenance, and response features.
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.
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 inc4
Run date
2026-04-10
Media
FB
Incubator
inc4
Well file
2026-04-10 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 25830
Strain source
ATCC 25830
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
Design version
Paper label
Manufacturer
Platform/version
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
15.54668
2.0-42.0 h
LW60
end_norm
0.37278
2.0-42.0 h
LW60
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW60
max_abs_norm
0.75200
2.0-42.0 h
LW60
max_norm
0.75200
2.0-42.0 h
LW60
min_norm
-0.01154
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
-0.00032
2.0-42.0 h
LW61
auc_norm
0.02164
2.0-42.0 h
LW61
end_norm
0.00517
2.0-42.0 h
LW61
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW61
max_abs_norm
0.03685
2.0-42.0 h
LW61
max_norm
0.03685
2.0-42.0 h
LW61
min_norm
-0.02335
2.0-42.0 h
LW61
pct_abnormal_rows
0.00000
2.0-42.0 h
LW61
pct_missing_norm
0.96266
2.0-42.0 h
LW61
pct_saturated_rows
0.99076
2.0-42.0 h
LW61
slope_norm
-0.00425
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
0.09921
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
0.16680
2.0-42.0 h
LW63
slope_norm
2.0-42.0 h
LW64
auc_norm
-11.46563
2.0-42.0 h
LW64
end_norm
-0.09779
2.0-42.0 h
LW64
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW64
max_abs_norm
0.84884
2.0-42.0 h
LW64
max_norm
0.03843
2.0-42.0 h
LW64
min_norm
-0.84884
2.0-42.0 h
LW64
pct_abnormal_rows
0.00000
2.0-42.0 h
LW64
pct_missing_norm
0.01245
2.0-42.0 h
LW64
pct_saturated_rows
0.02275
2.0-42.0 h
LW64
slope_norm
0.01242
2.0-42.0 h
LW65
auc_norm
12.75621
2.0-42.0 h
LW65
end_norm
0.58457
2.0-42.0 h
LW65
excluded_by_metadata_check
0.00000
2.0-42.0 h
LW65
max_abs_norm
0.58457
2.0-42.0 h
LW65
max_norm
0.58457
2.0-42.0 h
LW65
min_norm
-0.00180
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
0.01234
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 526 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
12272.93455
70.71181
Ready
LW65
5
12976.38364
122.39280
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
6602.04–49923.62 Ω
LW65
5 1 1 1 sample dash pattern
0.00–44.33 h
6602.04–49923.62 Ω
LW60 control mean
Control mean dash pattern for LW60
0.00–44.33 h
6602.04–49923.62 Ω
LW65 control mean
Control mean dash pattern for LW65
0.00–44.33 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
0.00–44.33 h
-0.89653–1.00000 dimensionless
LW65
5 1 1 1 sample dash pattern
0.00–44.33 h
-0.89653–1.00000 dimensionless
LW60 control mean
Control mean dash pattern for LW60
0.00–44.33 h
-0.89653–1.00000 dimensionless
LW65 control mean
Control mean dash pattern for LW65
0.00–44.33 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
-0.14442
-0.14442
12273.64
9879.73
10939.86
True
LW60
0.17
-0.04486
-0.04486
12273.64
11858.90
11858.90
True
LW60
0.33
-0.01279
-0.01279
12273.64
12154.90
12154.90
True
LW60
0.50
-0.00135
-0.00135
12273.64
12260.50
12260.50
True
LW60
0.67
0.00391
0.00391
12273.64
12309.00
12309.00
True
LW60
0.83
0.00415
0.00415
12273.64
12311.27
12311.27
True
LW60
1.00
0.00607
0.00607
12273.64
12329.00
12329.00
True
LW60
1.17
0.00607
0.00607
12273.64
12329.00
12329.00
True
LW60
1.33
0.00499
0.00499
12273.64
12319.00
12319.00
True
LW60
1.50
0.00607
0.00607
12273.64
12329.00
12329.00
True
LW60
1.67
0.00251
0.00251
12273.64
12296.10
12296.10
True
LW60
1.83
-0.00236
-0.00236
12273.64
12251.18
12251.18
True
LW60
2.00
-0.00487
-0.00487
12273.64
12228.00
12228.00
True
LW60
2.17
-0.00676
-0.00676
12273.64
12210.50
12210.50
True
LW60
2.33
-0.00703
-0.00703
12273.64
12208.00
12208.00
True
LW60
2.50
-0.00703
-0.00703
12273.64
12208.00
12208.00
True
LW60
2.67
-0.00731
-0.00731
12273.64
12205.50
12205.50
True
LW60
2.83
-0.00950
-0.00950
12273.64
12185.27
12185.27
True
LW60
3.00
-0.00866
-0.00866
12273.64
12193.00
12193.00
True
LW60
3.17
-0.00920
-0.00920
12273.64
12188.00
12188.00
True
LW60
3.33
-0.00893
-0.00893
12273.64
12190.50
12190.50
True
LW60
3.50
-0.00947
-0.00947
12273.64
12185.50
12185.50
True
LW60
3.67
-0.00947
-0.00947
12273.64
12185.50
12185.50
True
LW60
3.83
-0.00950
-0.00950
12273.64
12185.27
12185.27
True
LW60
4.00
-0.01031
-0.01031
12273.64
12177.80
12177.80
True
LW60
4.17
-0.01256
-0.01256
12273.64
12157.00
12157.00
True
LW60
4.33
-0.01500
-0.01500
12273.64
12134.50
12134.50
True
LW60
4.50
-0.01527
-0.01527
12273.64
12132.00
12132.00
True
LW60
4.67
-0.01419
-0.01419
12273.64
12142.00
12142.00
True
LW60
4.83
-0.01078
-0.01078
12273.64
12173.45
12173.45
True
LW60
5.00
-0.00433
-0.00433
12273.64
12233.00
12233.00
True
LW60
5.17
0.00249
0.00249
12273.64
12295.90
12295.90
True
LW60
5.33
0.01452
0.01452
12273.64
12407.00
12407.00
True
LW60
5.50
0.03564
0.03564
12273.64
12601.90
12601.90
True
LW60
5.67
0.07424
0.07424
12273.64
12958.20
12958.20
True
LW60
5.83
0.14212
0.14212
12273.64
13584.73
13584.73
True
LW60
6.00
0.25100
0.25100
12273.64
14589.80
14589.80
True
LW60
6.17
0.36442
0.36442
12273.64
15636.70
15636.70
True
LW60
6.33
0.46547
0.46547
12273.64
16569.40
16569.40
True
LW60
6.50
0.55498
0.55498
12273.64
17395.60
17395.60
True
LW60
6.67
0.63521
0.63521
12273.64
18136.20
18136.20
True
LW60
6.83
0.70607
0.70607
12273.64
18790.27
18790.27
True
LW60
7.00
0.76438
0.76438
12273.64
19328.50
19328.50
True
LW60
7.17
0.81239
0.81239
12273.64
19771.60
19771.60
True
LW60
7.33
0.85323
0.85323
12273.64
20148.60
20148.60
True
LW60
7.50
0.88676
0.88676
12273.64
20458.10
20458.10
True
LW60
7.67
0.91386
0.91386
12273.64
20708.30
20708.30
True
LW60
7.83
0.93836
0.93836
12273.64
20934.36
20934.36
True
LW60
8.00
0.95886
0.95886
12273.64
21123.60
21123.60
True
LW60
8.17
0.97254
0.97254
12273.64
21249.90
21249.90
True
LW60
8.33
0.98593
0.98593
12273.64
21373.50
21373.50
True
LW60
8.50
0.99168
0.99168
12273.64
21426.60
21426.60
True
LW60
8.67
0.99649
0.99649
12273.64
21471.00
21471.00
True
LW60
8.83
1.00000
1.00000
12273.64
21503.36
21503.36
True
LW60
9.00
0.99997
0.99997
12273.64
21503.10
21503.10
True
LW60
9.17
0.99934
0.99934
12273.64
21497.30
21497.30
True
LW60
9.33
0.99649
0.99649
12273.64
21471.00
21471.00
True
LW60
9.50
0.99137
0.99137
12273.64
21423.70
21423.70
True
LW60
9.67
0.98530
0.98530
12273.64
21367.70
21367.70
True
LW60
9.83
0.97738
0.97738
12273.64
21294.55
21294.55
True
LW60
10.00
0.96776
0.96776
12273.64
21205.80
21205.80
True
LW60
10.17
0.95790
0.95790
12273.64
21114.80
21114.80
True
LW60
10.33
0.94838
0.94838
12273.64
21026.90
21026.90
True
LW60
10.50
0.93599
0.93599
12273.64
20912.50
20912.50
True
LW60
10.67
0.92303
0.92303
12273.64
20792.90
20792.90
True
LW60
10.83
0.90991
0.90991
12273.64
20671.82
20671.82
True
LW60
11.00
0.89400
0.89400
12273.64
20524.90
20524.90
True
LW60
11.17
0.88107
0.88107
12273.64
20405.60
20405.60
True
LW60
11.33
0.86513
0.86513
12273.64
20258.50
20258.50
True
LW60
11.50
0.85133
0.85133
12273.64
20131.10
20131.10
True
LW60
11.67
0.83792
0.83792
12273.64
20007.30
20007.30
True
LW60
11.83
0.82328
0.82328
12273.64
19872.18
19872.18
True
LW60
12.00
0.80895
0.80895
12273.64
19739.90
19739.90
True
LW60
12.17
0.79747
0.79747
12273.64
19633.90
19633.90
True
LW60
12.33
0.78570
0.78570
12273.64
19525.30
19525.30
True
LW60
12.50
0.77271
0.77271
12273.64
19405.40
19405.40
True
LW60
12.67
0.76067
0.76067
12273.64
19294.20
19294.20
True
LW60
12.83
0.74929
0.74929
12273.64
19189.18
19189.18
True
LW60
13.00
0.73725
0.73725
12273.64
19078.10
19078.10
True
LW60
13.17
0.72654
0.72654
12273.64
18979.20
18979.20
True
LW65
0.00
-0.31643
-0.31643
13122.20
10424.27
10424.27
True
LW65
0.17
-0.06586
-0.06586
13122.20
12445.20
12445.20
True
LW65
0.33
-0.02377
-0.02377
13122.20
12784.70
12784.70
True
LW65
0.50
-0.00512
-0.00512
13122.20
12935.10
12935.10
True
LW65
0.67
0.00437
0.00437
13122.20
13011.60
13011.60
True
LW65
0.83
0.00997
0.00997
13122.20
13056.82
13056.82
True
LW65
1.00
0.01455
0.01455
13122.20
13093.70
13093.70
True
LW65
1.17
0.01709
0.01709
13122.20
13114.20
13114.20
True
LW65
1.33
0.01773
0.01773
13122.20
13119.40
13119.40
True
LW65
1.50
0.02053
0.02053
13122.20
13142.00
13142.00
True
LW65
1.67
0.01898
0.01898
13122.20
13129.50
13129.50
True
LW65
1.83
0.01718
0.01718
13122.20
13114.91
13114.91
True
LW65
2.00
0.01515
0.01515
13122.20
13098.60
13098.60
True
LW65
2.17
0.01548
0.01548
13122.20
13101.20
13101.20
True
LW65
2.33
0.01676
0.01676
13122.20
13111.60
13111.60
True
LW65
2.50
0.01805
0.01805
13122.20
13122.00
13122.00
True
LW65
2.67
0.01867
0.01867
13122.20
13127.00
13127.00
True
LW65
2.83
0.01805
0.01805
13122.20
13122.00
13122.00
True
LW65
3.00
0.01960
0.01960
13122.20
13134.50
13134.50
True
LW65
3.17
0.01991
0.01991
13122.20
13137.00
13137.00
True
LW65
3.33
0.01960
0.01960
13122.20
13134.50
13134.50
True
LW65
3.50
0.01929
0.01929
13122.20
13132.00
13132.00
True
LW65
3.67
0.02022
0.02022
13122.20
13139.50
13139.50
True
LW65
3.83
0.02233
0.02233
13122.20
13156.45
13156.45
True
LW65
4.00
0.02022
0.02022
13122.20
13139.50
13139.50
True
LW65
4.17
0.01836
0.01836
13122.20
13124.50
13124.50
True
LW65
4.33
0.01805
0.01805
13122.20
13122.00
13122.00
True
LW65
4.50
0.01805
0.01805
13122.20
13122.00
13122.00
True
LW65
4.67
0.01805
0.01805
13122.20
13122.00
13122.00
True
LW65
4.83
0.01975
0.01975
13122.20
13135.64
13135.64
True
LW65
5.00
0.02148
0.02148
13122.20
13149.60
13149.60
True
LW65
5.17
0.02309
0.02309
13122.20
13162.60
13162.60
True
LW65
5.33
0.02438
0.02438
13122.20
13173.00
13173.00
True
LW65
5.50
0.03009
0.03009
13122.20
13219.10
13219.10
True
LW65
5.67
0.03962
0.03962
13122.20
13295.90
13295.90
True
LW65
5.83
0.06113
0.06113
13122.20
13469.45
13469.45
True
LW65
6.00
0.10360
0.10360
13122.20
13812.00
13812.00
True
LW65
6.17
0.16328
0.16328
13122.20
14293.30
14293.30
True
LW65
6.33
0.22540
0.22540
13122.20
14794.30
14794.30
True
LW65
6.50
0.29075
0.29075
13122.20
15321.40
15321.40
True
LW65
6.67
0.35469
0.35469
13122.20
15837.10
15837.10
True
LW65
6.83
0.41344
0.41344
13122.20
16310.91
16310.91
True
LW65
7.00
0.46532
0.46532
13122.20
16729.40
16729.40
True
LW65
7.17
0.51109
0.51109
13122.20
17098.50
17098.50
True
LW65
7.33
0.55268
0.55268
13122.20
17434.00
17434.00
True
LW65
7.50
0.59520
0.59520
13122.20
17776.90
17776.90
True
LW65
7.67
0.62622
0.62622
13122.20
18027.10
18027.10
True
LW65
7.83
0.64298
0.64298
13122.20
18162.27
18162.27
True
LW65
8.00
0.65185
0.65185
13122.20
18233.80
18233.80
True
LW65
8.17
0.65983
0.65983
13122.20
18298.20
18298.20
True
LW65
8.33
0.67025
0.67025
13122.20
18382.20
18382.20
True
LW65
8.50
0.67164
0.67164
13122.20
18393.40
18393.40
True
LW65
8.67
0.67198
0.67198
13122.20
18396.20
18396.20
True
LW65
8.83
0.67044
0.67044
13122.20
18383.73
18383.73
True
LW65
9.00
0.66608
0.66608
13122.20
18348.60
18348.60
True
LW65
9.17
0.65532
0.65532
13122.20
18261.80
18261.80
True
LW65
9.33
0.64699
0.64699
13122.20
18194.60
18194.60
True
LW65
9.50
0.63242
0.63242
13122.20
18077.10
18077.10
True
LW65
9.67
0.61933
0.61933
13122.20
17971.50
17971.50
True
LW65
9.83
0.60590
0.60590
13122.20
17863.18
17863.18
True
LW65
10.00
0.58865
0.58865
13122.20
17724.10
17724.10
True
LW65
10.17
0.57150
0.57150
13122.20
17585.80
17585.80
True
LW65
10.33
0.55779
0.55779
13122.20
17475.20
17475.20
True
LW65
10.50
0.54274
0.54274
13122.20
17353.80
17353.80
True
LW65
10.67
0.52738
0.52738
13122.20
17229.90
17229.90
True
LW65
10.83
0.51320
0.51320
13122.20
17115.55
17115.55
True
LW65
11.00
0.49613
0.49613
13122.20
16977.90
16977.90
True
LW65
11.17
0.47984
0.47984
13122.20
16846.50
16846.50
True
LW65
11.33
0.46496
0.46496
13122.20
16726.50
16726.50
True
LW65
11.50
0.45145
0.45145
13122.20
16617.50
16617.50
True
LW65
11.67
0.43695
0.43695
13122.20
16500.60
16500.60
True
LW65
11.83
0.42561
0.42561
13122.20
16409.09
16409.09
True
LW65
12.00
0.41283
0.41283
13122.20
16306.00
16306.00
True
LW65
12.17
0.40245
0.40245
13122.20
16222.30
16222.30
True
LW65
12.33
0.39140
0.39140
13122.20
16133.20
16133.20
True
LW65
12.50
0.38102
0.38102
13122.20
16049.50
16049.50
True
LW65
12.67
0.36964
0.36964
13122.20
15957.70
15957.70
True
LW65
12.83
0.36081
0.36081
13122.20
15886.45
15886.45
True
LW65
13.00
0.35169
0.35169
13122.20
15812.90
15812.90
True
LW65
13.17
0.34399
0.34399
13122.20
15750.80
15750.80
True
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